Evolutionary Algorithms for Solving Multi-Objective Problems

By: Carlos Coello Coello, Gary B. Lamont, David A. van Veldhuizen

Write A Review

Hardcover | 18 September 2007 | Edition Number 2

At a Glance

Hardcover
824 Pages

Edition Type
Revised

Dimensions(cm)
24.13 x 15.88 x 4.45

Hardcover

$199.75

or 4 interest-free payments of $49.94 with

Ships in 5 to 7 business days

Solving multi-objective problems is an evolving effort, and computer science and other related disciplines have given rise to many powerful deterministic and stochastic techniques for addressing these large-dimensional optimization problems. Evolutionary algorithms are one such generic stochastic approach that has proven to be successful and widely applicable in solving both single-objective and multi-objective problems.

This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evolutionary algorithms are presented here in an innovative and student-friendly fashion, incorporating state-of-the-art research. The book disseminates the application of evolutionary algorithm techniques to a variety of practical problems, including test suites with associated performance based on a variety of appropriate metrics, as well as serial and parallel algorithm implementations.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Computer Programming & Software Development Algorithms & Data Structures Mathematics Optimisation Linear Programming Probability & Statistics

List of Figures
List of Tables
Preface
Foreword
Basic Concepts
Evolutionary Algorithm MOP Approaches
MOEA Test Suites
MOEA Testing and Analysis
MOEA Theory and Issues
Applications
MOEA Parallelization
Multi-Criteria Decision Making
Special Topics
Epilog
MOEA Classification and Technique Analysis
MOPs in the Literature
Ptrue & PFtrue for Selected Numeric MOPs
Ptrue & PFtrue for Side-Constrained MOPs
MOEA Software Availability
MOEA-Related Information
Index
References
Table of Contents provided by Publisher. All Rights Reserved.

Evolutionary Algorithms for Solving Multi-Objective Problems

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Computer Science

Python Crash Course

3rd Edition - A Hands-On, Project-Based Introduction to Programming

The Tech Coup

How to Save Democracy from Silicon Valley

Nexus

A Brief History of Information Networks from the Stone Age to AI

The New Age of Sexism

How the AI Revolution is Reinventing Misogyny

Microsoft 365 Excel For Dummies

For Dummies (Computer/Tech)

The AI Con

How To Fight Big Tech's Hype and Create the Future We Want

Microsoft 365 Excel All-in-One For Dummies

Excel for Dummies

Creative Machines

AI, Art & Us

Genesis

Artificial Intelligence, Hope, and the Human Spirit

Speak Data

Artists, Scientists, Thinkers, and Dreamers on How We Live Our Lives in Numbers

The AI-Driven Leader

Harnessing AI to Make Faster, Smarter Decisions

Empire of AI

Inside the reckless race for total domination

Python All-in-One For Dummies

3rd Edition

Artificial Intelligence and Human Rights, Democracy, and the Rule of Law

Computational Intelligence Techniques

Layered Design for Ruby on Rails Applications - Second Edition

Discover practical design patterns and modern abstractions for maintainable Rails applications

The Invisible Project Manager

Why Artificial Intelligence Will Run Tomorrow's Projects — Without You

The Invisible Project Manager

Why Artificial Intelligence Will Run Tomorrow's Projects — Without You

Advanced Computational Intelligence Techniques for Engineers

Crypto Engine Design

Cyber Shorts

Education and Analog Role-Playing Games

Theory and Pedagogy, Volume 1

Education and Analog Role-Playing Games

Theory and Pedagogy, Volume 1

Quantum Computing

The Past, the Present, and the Future

Patient-Centric 6G

A New Era in Smart Healthcare

Crypto Engine Design

Cyber Shorts

This product is categorised by