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Related lectures (29)

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Quadratic Penalty Methods: Sound Problems

Explores Quadratic Penalty Methods for optimization with enforced constraints using penalty functions.

Flexible Guidance Design

Explores the design of flexible guidances, emphasizing the analysis of structures with orthogonal flexible joints and the optimization using flexible columns.

Edge AI Application Characteristics

Delves into edge AI applications, focusing on temperature monitoring scenarios.

Machine Learning in Chemistry: Bayesian Reaction Optimization

Explores machine learning in chemistry, focusing on Bayesian reaction optimization and shifting the experimental burden from humans to machines.

Trust region methods: framework & algorithms

Covers trust region methods, focusing on the framework and algorithms.

Optimization Methods in Machine Learning

Explores optimization methods in machine learning, emphasizing gradients, costs, and computational efforts for efficient model training.

Chemical Reaction Optimization: Multi-Task Learning

Explores multi-task learning for accelerated chemical reaction optimization, showcasing challenges, automated workflows, and optimization algorithms.

The Geometry of Linear Optimization

Delves into linear optimization formulation, capacity expansion, investment under taxation, and revenue management in various industries.

Feedback Equilibrium Seeking: Robust Control for Cyber-Physical Systems

Explores Feedback Equilibrium Seeking for robust control in cyber-physical systems, emphasizing reliability, scalability, and performance.