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Introduction to Evolutionary Algorithms by Mitsuo Gen, Xinjie Yu (Paperback, 2012)

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About this product

Product Information

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 systems. The 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 industry. Introduction 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.

Product Identifiers

Publisher
Springer London Ltd
ISBN-13
9781447125693
eBay Product ID (ePID)
129219210

Product Key Features

Subject Area
Material Science, Mechanical Engineering
Author
Mitsuo Gen, Xinjie Yu
Publication Name
Introduction to Evolutionary Algorithms
Format
Paperback
Language
English
Subject
Computer Science
Publication Year
2012
Type
Textbook
Number of Pages
422 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Item Weight
664g

Additional Product Features

Title_Author
Mitsuo Gen, Xinjie Yu
Series Title
Decision Engineering
Country/Region of Manufacture
United Kingdom

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