Algorithms for Optimization Kochenderfer Mykel J. Stanford UniversityPevná vazba
Algorithms for Optimization Kochenderfer Mykel J. Stanford UniversityPevná vazba A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering…
Specifikacia Algorithms for Optimization Kochenderfer Mykel J. Stanford UniversityPevná vazba
Algorithms for Optimization Kochenderfer Mykel J. Stanford UniversityPevná vazba
A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems.This book offers a comprehensive introduction to optimization with a focus on practical algorithms. Readers will learn about computational approaches for a range of challenges, including searching high-dimensional spaces, handling problems where there are multiple competing objectives, and accommodating uncertainty in the metrics. The book approaches optimization from an engineering perspective, where the objective is to design a system that optimizes a set of metrics subject to constraints.
The text provides concrete implementations in the Julia programming language.Topics covered include derivatives and their generalization to multiple dimensions; local Figures, examples, and exercises convey the intuition behind the mathematical approaches.
Algorithms for Convex Optimization