
Engineering Optimization: Theory and Practice, 5th edition
Singiresu S. Rao, University of Miami
John Wiley & Sons, Inc., 2020
ISBN: 978-1-119-45471-7;
Language: English
Engineering Optimization: Theory and Practice offers engineers a guide to the important optimization methods that are commonly used in a wide range of industries. The author presents both the classical and most recent optimizations approaches. The book introduces the basic methods and includes information on more advanced principles and applications. Written for students across all engineering disciplines, the revised edition of Engineering Optimization: Theory and Practice is a comprehensive book that covers the new and recent methods of optimization and reviews the principles and applications.
The fifth edition presents four new chapters: Solution of Optimization Problems Using MATLAB; Metaheuristic Optimization Methods; Multi-Objective Optimization Methods; and Practical Implementation of Optimization. All of the book's topics are designed to be self-contained units with the concepts described in detail with derivations presented. The author puts the emphasis on computational aspects of optimization and includes design examples and problems representing different areas of engineering. Comprehensive in scope, the book contains solved examples, review questions and problems.
Features
- Offers an updated edition of the classic work on optimization
- Includes approaches that are appropriate for all branches of engineering
- Contains numerous practical design and engineering examples
- Offers more than 140 illustrative examples, 500 plus references in the literature of engineering optimization, and more than 500 review questions and answers
- Demonstrates the use of MATLAB for solving different types of optimization problems using different techniques
MATLAB is used throughout the book, and examples of the Fuzzy Logic Toolbox, Optimization Toolbox and Deep Learning Toolbox are also included.
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