عنوان
پدید آورنده
موضوع
رده
QA76.9.A43 R36 2019
QA76
.
9
.
A43
R36
2019
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
3030040976
(Number (ISBN
9783030040970
Erroneous ISBN
3030040968
Erroneous ISBN
9783030040963
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Metaheuristics for data clustering and image segmentation /
General Material Designation
[Book]
First Statement of Responsibility
Meera Ramadas, Ajith Abraham.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
[2019]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource
SERIES
Series Title
Intelligent systems reference library ;
Volume Designation
volume 152
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references.
CONTENTS NOTE
Text of Note
Introduction -- METAHEURISTICS AND DATA CLUSTERING -- REVISED MUTATION STRATEGY FOR DIFFERENTIAL EVOLUTION ALGORITHM -- SEARCH strategy Flower Pollination Algorithm with Differential Evolution.
0
SUMMARY OR ABSTRACT
Text of Note
In this book, differential evolution and its modified variants are applied to the clustering of data and images. Metaheuristics have emerged as potential algorithms for dealing with complex optimization problems, which are otherwise difficult to solve using traditional methods. In this regard, differential evolution is considered to be a highly promising technique for optimization and is being used to solve various real-time problems. The book studies the algorithms in detail, tests them on a range of test images, and carefully analyzes their performance. Accordingly, it offers a valuable reference guide for all researchers, students and practitioners working in the fields of artificial intelligence, optimization and data analytics.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030040970
OTHER EDITION IN ANOTHER MEDIUM
Title
Metaheuristics for data clustering and image segmentation.
International Standard Book Number
9783030040963
TOPICAL NAME USED AS SUBJECT
Big data.
Metaheuristics.
Big data.
Metaheuristics.
DEWEY DECIMAL CLASSIFICATION
Number
005
.
1
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
9
.
A43
Book number
R36
2019
PERSONAL NAME - PRIMARY RESPONSIBILITY
Ramadas, Meera
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Abraham, Ajith,1968-
ORIGINATING SOURCE
Date of Transaction
20200823080151.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
