عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783642880940
(Number (ISBN
9783642880964
NATIONAL BIBLIOGRAPHY NUMBER
Number
b407752
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Representations for Genetic and Evolutionary Algorithms
General Material Designation
[Book]
First Statement of Responsibility
by Franz Rothlauf.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Heidelberg :
Name of Publisher, Distributor, etc.
Physica-Verlag HD,
Date of Publication, Distribution, etc.
2002.
SERIES
Series Title
Studies in Fuzziness and Soft Computing,
Volume Designation
104
ISSN of Series
1434-9922 ;
CONTENTS NOTE
Text of Note
Introduction -- Representations for Genetic and Evolutionary Algorithms -- Three Elements of a Theory of Genetic and Evolutionary Representations -- Time-Quality Framework for a Theory-Based Analysis and Design of Representations -- Analysis of Binary Representations of Integers -- Analysis of Tree Representations -- Design of Tree Representations -- Performance of Genetic and Evolutionary Algorithms on Tree Problems -- Summary, Conclusions and Future Work -- Annex: Optimal Communication Spanning Tree Text Instances.
0
SUMMARY OR ABSTRACT
Text of Note
In the field of genetic and evolutionary algorithms (GEAs), much theory and empirical study has been heaped upon operators and test problems, but problem representation has often been taken as given. This monograph breaks with this tradition and studies a number of critical elements of a theory of representations for GEAs and applies them to the empirical study of various important idealized test functions and problems of commercial import. The book considers basic concepts of representations, such as redundancy, scaling and locality and describes how GEAs'performance is influenced. Using the developed theory representations can be analyzed and designed in a theory-guided manner. The theoretical concepts are used as examples for efficiently solving integer optimization problems and network design problems. The results show that proper representations are crucial for GEAs'success.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783642880964
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
Engineering mathematics.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Rothlauf, Franz.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190307161600.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
