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This book offers a basic introduction to genetic algorithms. It provides a detailed explanation of genetic algorithm concepts and examines numerous genetic algorithm optimization problems. In addition, the book presents implementation of optimization problems using C and C++ as well as simulated solutions for genetic algorithm problems using MATLAB 7.0. It also includes application case studies on genetic algorithms in emerging fields.
- Sales Rank: #3187271 in Books
- Published on: 2007-12-12
- Original language: English
- Number of items: 1
- Dimensions: 6.14" h x 1.00" w x 9.21" l, 1.77 pounds
- Binding: Hardcover
- 442 pages
From the Back Cover
Genetic Algorithms are adaptive heuristic search algorithm premised on the evolutionary ideas of natural selection and genetic. The basic concept of Genetic Algorithms is designed to simulate processes in natural system necessary for evolution, specifically those that follow the principles first laid down by Charles Darwin of survival of the fittest. This book is designed to provide an in-depth knowledge on the basic operational features and characteristics of Genetic Algorithms. The various operators and techniques given in the book are pertinent to carry out Genetic Algorithm Research Projects. The book also explores the different types are Genetic Algorithms available with their importance. Implementation of Genetic Algorithm concept has been performed using the universal language C/C++ and the discussion also extends to Genetic Algorithm MATLAB Toolbox. Few Genetic Algorithm problems are programmed using MATLAB and the simulated results are given for the ready reference of the reader. The applications of Genetic Algorithms in Machine learning, Mechanical Engineering, Electrical Engineering, Civil Engineering, Data Mining, Image Processing, and VLSI are dealt to make the readers understand where the concept can be applied.
Most helpful customer reviews
10 of 10 people found the following review helpful.
Unreadable
By Scott T. Roche
If first sentence of a book begins: "Charles Darwinian evolution in 1859 is intrinsically a so bust search and optimization mechanism," you know you are in trouble.
4 of 4 people found the following review helpful.
5 stars for the authors, 1 star for Springer
By Tim
This book is both lively and thorough for an introduction. The organization of the book felt natural and made it easier to acquire the material. The authors were clearly knowledgeable and I'd give them five stars, it was a pleasure to read in terms of content.
However, in terms of style, there are numerous typos which can be distracting. Examples include "fro" instead of "for" (page 34), "than" instead of "that" (page 26), and "subjective" instead of "surjective" (page 40), with the later example being particularly unfortunate in that students with light backgrounds in mathematics might not be able to discern the correct meaning. There are also occasional grammatical cul-de-sacs which left me puzzled and guessing the exact meaning of a sentence.
This book has no index. For such a high price, one might expect at least some perfunctory editing and at the very least an index. The excellent content of the book was done a disservice by Springer's poor publication in this case.
Given the strength of the content, though, I'd still recommend this book.
0 of 0 people found the following review helpful.
What the who?
By Michael Cochran
I was psyched to get this book but it is, as an earlier reviewer mentioned, unreadable. It seems as though someone tried to translate English to English but had a very hard time. For example, the first sentence of the book mentions a "so bust" search and optimization method. I imagine that would be a robust search and optimization method. This error is not so bad compared to other puzzlers throughout the text. The material seems like it is really good but the text reads more like, well, a comedy of errors. Indeed, as it is written, it is kind of funny. I think sales of the book would go through the roof if they released an edited version in English. I give it two stars for its comedic value and potential.
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