Evolutionary Optimization Algorithms
Description:
A clear and lucid bottom-up approach to the basic principles of evolutionary algorithms
Evolutionary algorithms (EAs) are a type of artificial intelligence. EAs are motivated by optimization processes that we observe in nature, such as natural selection, species migration, bird swarms, human culture, and ant colonies.
This book discusses the theory, history, mathematics, and programming of evolutionary optimization algorithms. Featured algorithms include genetic algorithms, genetic programming, ant colony optimization, particle swarm optimization, differential evolution, biogeography-based optimization, and many others.
Evolutionary Optimization Algorithms:
- Provides a straightforward, bottom-up approach that assists the reader in obtaining a clear―but theoretically rigorous―understanding of evolutionary algorithms, with an emphasis on implementation
- Gives a careful treatment of recently developed EAs―including opposition-based learning, artificial fish swarms, bacterial foraging, and many others― and discusses their similarities and differences from more well-established EAs
- Includes chapter-end problems plus a solutions manual available online for instructors
- Offers simple examples that provide the reader with an intuitive understanding of the theory
- Features source code for the examples available on the author's website
- Provides advanced mathematical techniques for analyzing EAs, including Markov modeling and dynamic system modeling
Evolutionary Optimization Algorithms: Biologically Inspired and Population-Based Approaches to Computer Intelligence is an ideal text for advanced undergraduate students, graduate students, and professionals involved in engineering and computer science.
Best prices to buy, sell, or rent ISBN 9780470937419
Frequently Asked Questions about Evolutionary Optimization Algorithms
The price for the book starts from $143.79 on Amazon and is available from 17 sellers at the moment.
At BookScouter, the prices for the book start at $99.84. Feel free to explore the offers for the book in used or new condition from various booksellers, aggregated on our website.
If you’re interested in selling back the Evolutionary Optimization Algorithms book, you can always look up BookScouter for the best deal. BookScouter checks 30+ buyback vendors with a single search and gives you actual information on buyback pricing instantly.
As for the Evolutionary Optimization Algorithms book, the best buyback offer comes from and is $ for the book in good condition.
The Evolutionary Optimization Algorithms book is in very low demand now as the rank for the book is 1,514,202 at the moment. A rank of 1,000,000 means the last copy sold approximately a month ago.
The highest price to sell back the Evolutionary Optimization Algorithms book within the last three months was on November 19 and it was $43.71.