عنوان
پدید آورنده
موضوع
رده
QA76.9 .N37 2018
QA76
.
9
.
N37
2018
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783319676692
(Number (ISBN
9783319676685
NATIONAL BIBLIOGRAPHY NUMBER
Number
E2979
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Nature-Inspired algorithms and applied optimization
First Statement of Responsibility
edited by Xin-She Yang.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham,
Name of Publisher, Distributor, etc.
Springer International Publishing
Date of Publication, Distribution, etc.
2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xi, 330 p.
Other Physical Details
ill.
SERIES
Series Title
(Studies in computational intelligence
Other Title Information
744)
ISSN of Series
1860-949X ;
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Mathematical Analysis of Nature-Inspired Algorithms -- A Review of No Free Lunch Theorems, and their Implications for Metaheuristic Optimisation -- Global Convergence Analysis of Cuckoo Search Using Markov Theory -- On Effeciently Solving the Vehicle Routing Problem with Time Windows Using the Bat Algorithm -- Variants of the Flower Pollination Algorithm: A Review.
0
SUMMARY OR ABSTRACT
Text of Note
This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies as well as extensive literature reviews, and also includes self-contained chapters featuring theoretical analyses, such as convergence analysis and no-free-lunch theorems so as to provide insights into the current nature-inspired optimization algorithms. Topics include ant colony optimization, the bat algorithm, B-spline curve fitting, cuckoo search, feature selection, economic load dispatch, the firefly algorithm, the flower pollination algorithm, knapsack problem, octonian and quaternion representations, particle swarm optimization, scheduling, wireless networks, vehicle routing with time windows, and maximally different alternatives. This timely book serves as a practical guide and reference resource for students, researchers and professionals.
TOPICAL NAME USED AS SUBJECT
Entry Element
Algorithms.
Entry Element
Artificial intelligence.
Entry Element
Computational intelligence.
Entry Element
Mathematical optimization.
DEWEY DECIMAL CLASSIFICATION
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
9
Book number
.
N37
2018
PERSONAL NAME - SECONDARY RESPONSIBILITY
Entry Element
Yang, Xin-She.
ORIGINATING SOURCE
Country
Iran
Agency
University of Tehran. Library of College of Science
Date of Transaction
20220410173004.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Date and Hour of Consultation and Access
UT_SCI_BL_DB_1003237_0001.pdf
e
BL
278840
a
Y
