Optimization algorithms
This book offers a comprehensive introduction to optimization with an emphasis on practical algorithms. The book approaches optimization from an engineering point of view, for which the goal is to develop a system that optimizes a set of parameters taking into account constraints. Readers will learn about computational approaches to solving a number of problems, including searching in multidimensional spaces, solving problems related to a variety of competing goals, and taking into account uncertainty in parameters. Drawings, examples and exercises reflect the intuitive concepts underlying mathematical approaches. The book contains specific implementations of algorithms in the Julia programming language.
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