Multiobjective Problem Solving from Nature

From Concepts to Applications

By: Joshua Knowles (Editor), David Corne (Editor), Kalyanmoy Deb (Editor)

Write A Review

Hardcover | 5 December 2007

At a Glance

Hardcover
428 Pages

Dimensions(cm)
24.13 x 15.88 x 2.54

Hardcover

$249.00

or 4 interest-free payments of $62.25 with

Ships in 5 to 7 business days

Multiobjective evolutionary algorithms (MOEAs) and multiobjective problem solving have become important topics of research in the evolutionary computation community over the past 10 years. This is an advanced text aimed at researchers and practitioners in the area of search and optimization. The book focuses on how MOEAs and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers deal with the concepts of problem, solution, objective, constraint, utility and preference, and show how these concepts are being investigated in current practice. The book is distinguished from other texts on MOEAs in that it is not primarily about the algorithms, nor specific applications, but about the concepts and processes involved in solving problems using a multiobjective approach. Each chapter contributes to the central, deep concepts and themes of the book.

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 Programming & Software Development Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Mathematics Optimisation Linear Programming Engineering & Technology Technology in General Technical Design

Applied Mathematics

Introduction: Problem Solving, EC and EMO	p. 1
Exploiting Multiple Objectives: From Problems to Solutions
Multiobjective Optimization and Coevolution	p. 31
Constrained Optimization via Multiobjective Evolutionary Algorithms	p. 53
Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms	p. 77
Computational Studies of Peptide and Protein Structure Prediction Problems via Multiobjective Evolutionary Algorithms	p. 93
Can Single-Objective Optimization Profit from Multiobjective Optimization?	p. 115
Modes of Problem Solving with Multiple Objectives: Implications for Interpreting the Pareto Set and for Decision Making	p. 131
Machine Learning with Multiple Objectives
Multiobjective Supervised Learning	p. 155
Reducing Bloat in GP with Multiple Objectives	p. 177
Multiobjective GP for Human-Understandable Models: A Practical Application	p. 201
Multiobjective Classification Rule Mining	p. 219
Multiple Objectives in Design and Engineering
Innovization: Discovery of Innovative Design Principles Through Multiobjective Evolutionary Optimization	p. 243
User-Centric Evolutionary Computing: Melding Human and Machine Capability to Satisfy Multiple Criteria	p. 263
Multi-competence Cybernetics: The Study of Multiobjective Artificial Systems and Multi-fitness Natural Systems	p. 285
Scaling up Multiobjective Optimization
Fitness Assignment Methods for Many-Objective Problems	p. 307
Modeling Regularity to Improve Scalability of Model-Based Multiobjective Optimization Algorithms	p. 331
Objective Set Compression	p. 357
On Handling a Large Number of Objectives A Posteriori and During Optimization	p. 377
Index	p. 405
Table of Contents provided by Ingram. All Rights Reserved.

Multiobjective Problem Solving from Nature

From Concepts to Applications

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Artificial Intelligence

The AI Con

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

Nexus

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

Creative Machines

AI, Art & Us

Empire of AI

Inside the reckless race for total domination

The AI-Driven Leader

Harnessing AI to Make Faster, Smarter Decisions

The Coming Wave

AI, Power and the 21st Century's Greatest Dilemma

Building Machine Learning Systems with a Feature Store

Batch, Real-Time, and LLM Systems

Genesis

Artificial Intelligence, Hope, and the Human Spirit

Metaheuristics in Engineering Applications

Advances in Metaheuristics

Renewable Energy Transition with Artificial Intelligence

Challenge-driven Solutions

Advanced Materials for Biomedical Devices

Insights from AI and Nanotechnology

Scary Smart

The Future of Artificial Intelligence and How You Can Save Our World

Automated, Faster and Greener Transport Systems

Analysis and Modelling Performances

The Handbook of AI for Clean Water

Innovations in Treatment and Monitoring

The Shortest History of AI

Artificial Intelligence in Biomaterials Design and Development

Woodhead Publishing Series in Biomaterials

Applications of Artificial Intelligence in Removal of Emerging Contaminants

Sustainable Approach for Environmental Clea

Hands-On Machine Learning with Scikit-Learn and PyTorch

Concepts, Tools, and Techniques to Build Intelligent Systems

Co-Intelligence

Living and Working with AI

Generative AI in Cybersecurity

Human-centered Data Analytics

Technology for Sustainable Development : Third Analytics Global Conference, AGC 2025, Kolkata, India, March 8-9, 2025, Revised Selected Papers

Network and Parallel Computing

21st IFIP WG 10.3 International Conference, NPC 2025, Nha Trang, Vietnam, November 14-16, 2025, Proceedings, Part II

Life 3.0

Being Human in the Age of Artificial Intelligence

How To Think About AI A Guide For The Perplexed

A Guide For The Perplexed

This product is categorised by