Coverart for item
The Resource Nature-inspired optimization algorithms, by Xin-She Yang, (electronic book)

Nature-inspired optimization algorithms, by Xin-She Yang, (electronic book)

Label
Nature-inspired optimization algorithms
Title
Nature-inspired optimization algorithms
Statement of responsibility
by Xin-She Yang
Creator
Author
Subject
Language
eng
Summary
Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well-chosen case studies to illustrate how these algorithms work. Topics include particle swarm optimization, ant and bee algorithms, simulated annealing, cuckoo search, firefly algorithm, bat algorithm, flower algorithm, harmony search, algorithm analysis, constraint handling, hybrid methods, parameter tuning and control, as well as multi-objective optimization. This book can serve as an introductory book for graduates, doctoral students and lecturers in computer science, engineering and natural sciences. It can also serve a source of inspiration for new applications. Researchers and engineers as well as experienced experts will also find it a handy reference. Discusses and summarizes the latest developments in nature-inspired algorithms with comprehensive, timely literatureProvides a theoretical understanding as well as practical implementation hintsProvides a step-by-step introduction to each algorithm
Member of
Cataloging source
UKMGB
http://library.link/vocab/creatorName
Yang, Xin-She
Dewey number
519.6
Index
no index present
LC call number
QA402.5
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/subjectName
  • Mathematical optimization
  • Algorithms
Label
Nature-inspired optimization algorithms, by Xin-She Yang, (electronic book)
Instantiates
Publication
Control code
SCIDI866583452
Extent
1 online resource.
Form of item
online
Isbn
9780124167438
Specific material designation
remote
Label
Nature-inspired optimization algorithms, by Xin-She Yang, (electronic book)
Publication
Control code
SCIDI866583452
Extent
1 online resource.
Form of item
online
Isbn
9780124167438
Specific material designation
remote

Library Locations

Processing Feedback ...