عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783540445111
(Number (ISBN
9783642061745
NATIONAL BIBLIOGRAPHY NUMBER
Number
b406982
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Knowledge Incorporation in Evolutionary Computation
General Material Designation
[Book]
First Statement of Responsibility
edited by Yaochu Jin.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Berlin, Heidelberg :
Name of Publisher, Distributor, etc.
Imprint: Springer,
Date of Publication, Distribution, etc.
2005.
SERIES
Series Title
Studies in Fuzziness and Soft Computing,
Volume Designation
167
ISSN of Series
1434-9922 ;
CONTENTS NOTE
Text of Note
From the contents: Part I: Introduction -- A Selected Introduction to Evolutionary Computation -- Part II: Knowledge Incorporation in Initialization, Recombination and Mutation -- The Use of Collective Memory in Genetic Programming -- A Cultural Algorithm for Solving the Job Shop Scheduling Problem -- Part III: Knowledge Incorporation in Selection and Reproduction -- Learning Probabilistic Models for Enhanced Evolutionary Computation -- Probabilistic Models for Linkage Learning in Forest Management -- Part IV: Knowledge Incorporation in Fitness Evaluations -- Neural Networks for Fitness Approximation in Evolutionary Optimization -- Part V: Knowledge Incorporation Through Lifetime Learning and Human-Computer Interactions -- Knowledge Incorporation Through Lifetime Learning -- Part VI: Preference Incorporation in Multi-objective Evolutionary Computation -- Integrating User Preferences into Evolutionary Multi-Objective Optimization.
0
SUMMARY OR ABSTRACT
Text of Note
This carefully edited book puts together the state-of-the-art and recent advances in knowledge incorporation in evolutionary computation within a unified framework. The book provides a comprehensive self-contained view of knowledge incorporation in evolutionary computation including a concise introduction to evolutionary algorithms as well as knowledge representation methods. "Knowledge Incorporation in Evolutionary Computation" is a valuable reference for researchers, students and professionals from engineering and computer science, in particular in the areas of artificial intelligence, soft computing, natural computing, and evolutionary computation.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783642061745
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Engineering mathematics.
Engineering.
Mathematics.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Jin, Yaochu.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190307154800.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
