Evolutionary Optimization Algorithms - Image 1

Price loading...

Wiley Evolutionary Optimization Algorithms

Name: Evolutionary Optimization Algorithms
Brand: Wiley

AI & Machine Learning

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

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 clearbut theoretically rigorousunderstanding of evolutionary algorithms, with an emphasis on implementation Gives a careful treatment of recently developed EAsincluding 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.

Product Specifications

Brand: Wiley
Format: hardcover
ASIN: 0470937416
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 17 May 2013
Listed Since: 02 August 2010

Barcode

No barcode data available

Wiley Evolutionary Optimization Algorithms

Price History & Forecast

No Price Data Available

Price Distribution

Description

Product Specifications

Barcode

Similar Products You Might Like

Springer Introduction to Evolutionary Algorithms Book

Introduction to Evolutionary Algorithms (Decision Engineering)

Multi-Objective Optimization Using Evolutionary Algorithms (Wiley Paperback)

Evolutionary Algorithms and Neural Networks: Theory and Applications: 780 (Studies in Computational Intelligence, 780)

Evolutionary Algorithms for Mobile Ad Hoc Networks (Nature-Inspired Computing Series)

Evolutionary Optimization in Dynamic Environments: 3 (Genetic Algorithms and Evolutionary Computation, 3)

Evolutionary Algorithms (Computer Engineering: Metaheuristics, 9)

Evolutionary Algorithms and Neural Networks: Theory and Applications: 780 (Studies in Computational Intelligence, 780)

Advances in Evolutionary Computing: Theory and Applications (Natural Computing Series)

Fundamentals of Computational Swarm Intelligence

AI and SWARM: Evolutionary Approach to Emergent Intelligence

Multi-Objective Optimization using Evolutionary Algorithms: 16 (Wiley Interscience Series in Systems and Optimization)

Evolutionary Computation in Dynamic and Uncertain Environments: 51 (Studies in Computational Intelligence, 51)

Evolutionary Data Clustering: Algorithms and Applications (Algorithms for Intelligent Systems)

Evolutionary Computation: Theory and Applications

Evolutionary Algorithms in Engineering and Computer Science: Recent Advances in Genetic Algorithms, Evolution Strategies, Evolutionary Programming, Genetic Programming and Industrial Applications

Evolutionary Deep Learning: Genetic Algorithms and Neural Networks

Applied Evolutionary Algorithms for Engineers Using Python

Evolutionary and Swarm Intelligence Algorithms: 779 (Studies in Computational Intelligence, 779)

Evolutionary Computation for Dynamic Optimization Problems: 490 (Studies in Computational Intelligence, 490)

Evolutionary Computation for Dynamic Optimization Problems: 490 (Studies in Computational Intelligence, 490)

Exploring Critical Approaches of Evolutionary Computation

Advances in Evolutionary Algorithms: Theory, Design and Practice: 18 (Studies in Computational Intelligence, 18)

Evolutionary Algorithms for VLSI CAD