Stochastic dynamic programming - Revision history

Aliamadeh1373: /* Applications: Fields */

2021-12-16T05:10:47Z

Applications: Fields

← Older revision		Revision as of 01:10, 16 December 2021
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	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref> Here, we go over some problems ~~addressed in the literature~~ in more detail.		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref> Here, we go over some of these problems in more detail.

	===Water resources and reservoir operation===		===Water resources and reservoir operation===

Aliamadeh1373: /* Applications: Fields */

2021-12-16T05:07:18Z

Applications: Fields

← Older revision		Revision as of 01:07, 16 December 2021
Line 572:		Line 572:
	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref> Here, we ~~investigate~~ some problems addressed in the literature in more detail.		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref> Here, we go over some problems addressed in the literature in more detail.

	===Water resources and reservoir operation===		===Water resources and reservoir operation===

Aliamadeh1373: /* Applications: Fields */

2021-12-16T04:59:41Z

Applications: Fields

← Older revision		Revision as of 00:59, 16 December 2021
Line 572:		Line 572:
	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref> Here, we investigate some ~~of these~~ problems~~, available~~ in ~~different research fields,~~ in more detail.		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref> Here, we investigate some problems addressed in the literature in more detail.

	===Water resources and reservoir operation===		===Water resources and reservoir operation===

Aliamadeh1373: /* Applications: Fields */

2021-12-16T04:52:24Z

Applications: Fields

← Older revision		Revision as of 00:52, 16 December 2021
Line 572:		Line 572:
	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref> Here, we ~~explain~~ some of these fields in more detail.		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref> Here, we investigate some of these problems, available in different research fields, in more detail.

	===Water resources and reservoir operation===		===Water resources and reservoir operation===

Aliamadeh1373: /* Applications: Fields */

2021-12-16T04:47:17Z

Applications: Fields

← Older revision		Revision as of 00:47, 16 December 2021
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	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref> Here, we explain some of these fields in more detail.

	===Water resources and reservoir operation===		===Water resources and reservoir operation===

Aliamadeh1373: /* Applications: Fields */

2021-12-15T15:34:50Z

Applications: Fields

← Older revision		Revision as of 11:34, 15 December 2021
Line 572:		Line 572:
	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles,<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>

	===Water resources and reservoir operation===		===Water resources and reservoir operation===

Aliamadeh1373: /* Applications: Fields */

2021-12-15T15:34:20Z

Applications: Fields

← Older revision		Revision as of 11:34, 15 December 2021
Line 572:		Line 572:
	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles, <ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles<ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>

	===Water resources and reservoir operation===		===Water resources and reservoir operation===

Aliamadeh1373: /* Applications: Fields */

2021-12-15T15:33:02Z

Applications: Fields

← Older revision		Revision as of 11:33, 15 December 2021
Line 572:		Line 572:
	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds, <ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management <ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref>, drought mitigation <ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref>, fuel consumption optimization for hybrid vehicles <ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref>, and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds,<ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management,<ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref> drought mitigation,<ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref> fuel consumption optimization for hybrid vehicles, <ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref> and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>

	===Water resources and reservoir operation===		===Water resources and reservoir operation===

Aliamadeh1373: /* Applications: Fields */

2021-12-15T15:29:29Z

Applications: Fields

← Older revision		Revision as of 11:29, 15 December 2021
Line 572:		Line 572:
	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref>water quality management <ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning, <ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds, <ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management <ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref>, drought mitigation <ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref>, fuel consumption optimization for hybrid vehicles <ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref>, and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref> water quality management,<ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning,<ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds, <ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management <ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref>, drought mitigation <ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref>, fuel consumption optimization for hybrid vehicles <ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref>, and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>

	===Water resources and reservoir operation===		===Water resources and reservoir operation===

Aliamadeh1373: /* Applications: Fields */

2021-12-15T15:28:09Z

Applications: Fields

← Older revision		Revision as of 11:28, 15 December 2021
Line 572:		Line 572:
	==Applications: Fields==		==Applications: Fields==

	Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management, <ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref>, water quality management <ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning, <ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds, <ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management <ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref>, drought mitigation <ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref>, fuel consumption optimization for hybrid vehicles <ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref>, and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>		Stochastic dynamic programming formulations have been proposed for a wide range of practical decision-making problems. These include, but are not limited to, water reservoir management,<ref name="Cho">K. B. Cho, [https://ecommons.cornell.edu/handle/1813/59071 ”Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2017.</ref>water quality management <ref name="Cardwell">H. Cardwell and H. Hugh Ellis, [https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/93WR00182?casa_token=6E0TEGSHqaUAAAAA:pg5MnyGs-BC3-RfPjCOyiHdNEdNMzh0IEPAiSyXwu-ZroY8F8YNEfU1tXuPjCdQe17WHwA11aOvvAM4 "Stochastic Dynamic Programming Models for Water Quality Management"], ''Water Resources Research,'' vol. 29, pp. 803-813, 1993.</ref> production planning, <ref name="Cristobal">M. P. Cristobal, L. F. Escudero, and J. F. Monge, [https://www.sciencedirect.com/science/article/pii/S0305054808001743?casa_token=DLkQB_rkaPkAAAAA:9HCElTKAh5qw2X3hUHK9lQwQp9Y18QiqmNOoHPYopCPn_saXDpZYRyd-Eo6LhC1FVnKMJBJ1K9w ”On stochastic dynamic programming for solving large-scale planning problems under uncertainty”], ''Computers and Operations Research,'' vol. 36, pp. 2418–2428, 2009.</ref> breeding policy in livestock herds, <ref name="Huirne">R. B. M. Huirne, [https://www.sciencedirect.com/science/article/pii/037722179390059V ”Stochastic dynamic programming to support sow replacement decisions”], ''European Journal of Operational Research,'' vol. 67, pp. 161–171, 1993.</ref> energy allocation and reserve management <ref name="Xi">X. Xi, R. Sioshansi, and V. Marano, [https://link.springer.com/article/10.1007/s12667-013-0100-6 ”A stochastic dynamic programming model for co-optimization of distributed energy storage”], ''Energy Systems,'' vol. 5, pp. 475–505, 2014.</ref>, drought mitigation <ref>H. Eum, Y. Kim and R. N. Palmer, [https://ascelibrary.org/doi/full/10.1061/%28ASCE%29WR.1943-5452.0000095?casa_token=u3oajH8jNKQAAAAA%3AuS7PtNTDIcantDBJDoxwXiiGstWfDeyLbCD42uGNCbv4KwimKH0l4uPUmJRTCOwmRoHKz6j0Cgs "Optimal Drought Management Using Sampling Stochastic Dynamic Programming with a Hedging Rule"], ''Journal of Water Resources Planning and Management,'' vol. 137, pp. 113-122, 2009</ref>, fuel consumption optimization for hybrid vehicles <ref>L. Johannesson, M. Asbogard and B. Egardt, [https://ieeexplore.ieee.org/abstract/document/4114343?casa_token=iS1YJf2STT0AAAAA:zjicCg18NJWXZp_VVMDFer_njsMQodDByK76acHLzE1vjB46aDg8ccMbPRFTw6sjQiHiNZqk7Q "Assessing the Potential of Predictive Control for Hybrid Vehicle Powertrains Using Stochastic Dynamic Programming,"] ''IEEE Transactions on Intelligent Transportation Systems,'' vol. 8, pp. 71-83, 2007.</ref>, and management of land for endangered species.<ref>M. Westphal, [https://esajournals.onlinelibrary.wiley.com/doi/full/10.1890/1051-0761%282003%29013%5B0543%3ATUOSDP%5D2.0.CO%3B2 "The Use of Stochastic Dynamic Programming in Optimal Landscape Reconstruction for Metapopulations"], ''Ecological Applications,'' vol. 13, pp. 543-555, 2003.</ref>

	===Water resources and reservoir operation===		===Water resources and reservoir operation===