New Topics in Fall 2024

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Nonlinear Programming (NLP)

Evolutionary multimodal optimization

Stackelberg leadership model

Quadratic constrained quadratic programming

Derivative free optimization


Optimization for Machine Learning and Data Analytics

Adadelta

Adafactor

AdamW

Adamax

FTRL algorithm

Lion algorithm

LossScaleOptimizer

Nadam


Black-box Optimization

Bayesian optimization

Genetic algorithm

Simulated annealing

Particle swarm optimization

Differential evolution

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