|Algorithms for Optimization (MIT Press)|
|Monday, 18 March 2019|
This book offers a comprehensive introduction to optimization with a focus on practical algorithms. Authors Mykel J. Kochenderfer and Tim A. Wheeler approach optimization from an engineering perspective, where the objective is to design a system that optimizes a set of metrics subject to constraints. 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 text provides concrete implementations in the Julia programming language.
Authors: Mykel J. Kochenderfer and Tim A. Wheeler
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