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Introduction to Evolutionary Algorithms, Hardcover by Yu, Xinjie; Gen, Mitsuo...

Description: Introduction to Evolutionary Algorithms, Hardcover by Yu, Xinjie; Gen, Mitsuo, ISBN 184996128X, ISBN-13 9781849961288, Brand New, Free shipping in the US Evolutionary algorithms are becoming increasingly attractive across various disciplines, such as operations research, computer science, industrial engineering, electrical engineering, social science and economics. Introduction to Evolutionary Algorithms presents an insightful, comprehensive, and up-to-date treatment of evolutionary algorithms. It covers such hot topics as:• genetic algorithms,• differential evolution,• swarm intelligence, and• artificial immune reader is introduced to a range of applications, as Introduction to Evolutionary Algorithms demonstrates how to model real world problems, how to encode and decode individuals, and how to design effective search operators according to the chromosome structures with examples of constraint optimization, multiobjective optimization, combinatorial optimization, and supervised/unsupervised learning. This emphasis on practical applications will benefit all students, whether they choose to continue their academic career or to enter a particular to Evolutionary Algorithms is intended as a textbook or self-study material for both advanced undergraduates and graduate students. Additional features such as recommended further reading and ideas for research projects combine to form an accessible and interesting pedagogical approach to this widely used discipline.

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Introduction to Evolutionary Algorithms, Hardcover by Yu, Xinjie; Gen, Mitsuo...

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Book Title: Introduction to Evolutionary Algorithms

Number of Pages: Xvi, 422 Pages

Publication Name: Introduction to Evolutionary Algorithms

Language: English

Publisher: Springer London, The Limited

Subject: Programming / General, Programming / Algorithms, Intelligence (Ai) & Semantics, Neural Networks, System Theory, Databases / General

Publication Year: 2010

Type: Textbook

Item Weight: 61 Oz

Author: Xinjie Yu

Subject Area: Computers, Science

Item Length: 9.3 in

Item Width: 6.1 in

Series: Decision Engineering Ser.

Format: Hardcover

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