Classical and Evolutionary Algorithms in the Optimization of Optical Systems (Genetic Algorithms and Evolutionary Computation, 9)
Vasiljevic, Darko
ISBN 10: 140207140X ISBN 13: 9781402071409
Published by Springer, 2002
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Classical and Evolutionary Algorithms in the Optimization of Optical Systems presents research results in the field of classical and evolutionary algorithms and their application to the optimization of optical systems. This book, which is divided into four parts, illustrates the development of research from the classical least squares method of optimization and its numerous modifications to modern optimization methods that are based on analogies with nature such as genetic algorithms and evolution strategies. Part I describes the mathematical foundations of classical and evolutionary algorithms in the optimization of optical systems. Part II is dedicated to optical design fundamentals. Part III deals with the implementation of the classical and evolutionary algorithms in the program for the optimization of optical systems. Every chapter in this section includes a detailed description of the optimization method with the flow chart diagram. And finally, Part IV presents the results and the discussion of optimization of various types of objectives. Classical and Evolutionary Algorithms in the Optimization of Optical Systems is intended for researchers and post graduate students in the field of optical design who want to learn more about new optimization methods, such as genetic algorithms and evolution strategies, and for those who want to learn more about classical and evolutionary optimization methods and their application to the optimization of optical systems.
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Title: Classical and Evolutionary Algorithms in the...
Publisher: Springer
Publication Date: 2002
Binding: Hardcover
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Classical and Evolutionary Algorithms in the Optimization of Optical Systems
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ISBN 10: 140207140X
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Buch. Condition: Neu. Neuware - 1 Introduction.- 2 Classical algorithms in the optimization of optical systems.- 3 Genetic algorithms.- 4 Evolution strategies.- 5 Comparison of optimization algorithms.- 6 Ray trace.- 7 Aberrations.- 8 Damped least squares optimization implementation.- 9 Adaptive steady-state genetic algorithm implementation.- 10 Two membered evolution strategy ES EVOL implementation.- 11 Multimembered evolution strategies ES GRUP and ES REKO implementation.- 12 Multimembered evolution strategy ES KORR implementation.- 13 The Cooke triplet optimizations.- 14 The Petzval objective optimizations.- 15 The Double Gauss objective optimizations.- 16 Summary and outlook.- Appendix A Description of ADOS - the program for automatic design of optical systems.- Online bibliography.- References. Seller Inventory # 9781402071409