عنوان

Nature-inspired optimization algorithms /

(Number (ISBN

0124167438

(Number (ISBN

9780124167438

Number

dltt

Title Proper

Nature-inspired optimization algorithms /

General Material Designation

[Book]

First Statement of Responsibility

by Xin-She Yang, School of Science and Technology, Middlesex University London, London

Edition Statement

First edition

Specific Material Designation and Extent of Item

xii, 263 pages :

Other Physical Details

illustrations ;

Dimensions

24 cm

Text of Note

Includes bibliographical references

Text of Note

1. Introduction to algorithms -- 2. Analysis of algorithms -- 3. Random walks and optimization -- 4. Simulated annealing -- 5. Genetic algorithms -- 6. Differential evolution -- 7. Particle swarm optimization -- 8. Firefly algorithms -- 9. Cuckoo search -- 10. Bat algorithms -- Flower pollination algorithms -- 12. A framework for self-tuning algorithms -- 13. How to deal with constraints -- 14. Multi-objective optimization -- 15. Other algorithms and hybrid algorithms -- Appendices

0

Text of Note

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

Algorithms

Mathematical optimization

Number

Edition

Class number

Book number

Yang, Xin-She

Date of Transaction

20140614113854.0

Cataloguing Rules (Descriptive Conventions))

rda

Electronic name

[Book]

Y