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The Resource Multiobjective problem solving from nature : from concepts to applications, Joshua Knowles, David Corne, Kalyanmoy Deb, eds, (electronic book)

Multiobjective problem solving from nature : from concepts to applications, Joshua Knowles, David Corne, Kalyanmoy Deb, eds, (electronic book)

Label
Multiobjective problem solving from nature : from concepts to applications
Title
Multiobjective problem solving from nature
Title remainder
from concepts to applications
Statement of responsibility
Joshua Knowles, David Corne, Kalyanmoy Deb, eds
Contributor
Subject
Language
eng
Summary
"Multiobjective problems involve several competing measures of solution quality, and 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 researchers show how the concepts of multiobjective optimization can be used to reformulate and resolve problems in broad areas such as constrained optimization, coevolution, classification, inverse modelling and design. The book 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 concepts and themes of the book: evaluating the utility of the multiobjective approach; discussing alternative problem formulations; showing how problem formulation affects the search process; and examining solution selection and decision making."--Jacket
Member of
Cataloging source
GW5XE
Dewey number
005.1
Illustrations
illustrations
Index
index present
LC call number
QA76.618
LC item number
.M85 2008eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Knowles, Joshua
  • Corne, David.
  • Deb, Kalyanmoy.
Series statement
Natural computing series
http://library.link/vocab/subjectName
  • Evolutionary computation
  • Evolutionary programming (Computer science)
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Engineering Design
  • Optimization
  • Theory of Computation
Label
Multiobjective problem solving from nature : from concepts to applications, Joshua Knowles, David Corne, Kalyanmoy Deb, eds, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Front Matter; Introduction: Problem Solving, EC and EMO; Multiobjective Optimization and Coevolution; Constrained Optimization via Multiobjective Evolutionary Algorithms; Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms; Computational Studies of Peptide and Protein Structure Prediction Problems via Multiobjective Evolutionary Algorithms; Can Single-Objective Optimization Profit from Multiobjective Optimization?; Modes of Problem Solving with Multiple Objectives: Implications for Interpreting the Pareto Set and for Decision Making; Multiobjective Supervised Learning
Control code
SPR261325332
Dimensions
unknown
Extent
1 online resource (xvi, 409 pages)
Form of item
online
Isbn
9783540729631
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations (some color).
Specific material designation
remote
Label
Multiobjective problem solving from nature : from concepts to applications, Joshua Knowles, David Corne, Kalyanmoy Deb, eds, (electronic book)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Front Matter; Introduction: Problem Solving, EC and EMO; Multiobjective Optimization and Coevolution; Constrained Optimization via Multiobjective Evolutionary Algorithms; Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms; Computational Studies of Peptide and Protein Structure Prediction Problems via Multiobjective Evolutionary Algorithms; Can Single-Objective Optimization Profit from Multiobjective Optimization?; Modes of Problem Solving with Multiple Objectives: Implications for Interpreting the Pareto Set and for Decision Making; Multiobjective Supervised Learning
Control code
SPR261325332
Dimensions
unknown
Extent
1 online resource (xvi, 409 pages)
Form of item
online
Isbn
9783540729631
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations (some color).
Specific material designation
remote

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