Swarm intelligence and bio-inspired computation : theory and applications
著者
書誌事項
Swarm intelligence and bio-inspired computation : theory and applications
(Elsevier insights)
Elsevier, 2013
大学図書館所蔵 全4件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Includes bibliographical references
Other editors: Zhihua Cui, Renbin Xiao, Amir Hossein Gandomi, Mehmet Karamanoglu
内容説明・目次
内容説明
Swarm Intelligence and bio-inspired computation have become increasing popular in the last two decades. Bio-inspired algorithms such as ant colony algorithms, bat algorithms, bee algorithms, firefly algorithms, cuckoo search and particle swarm optimization have been applied in almost every area of science and engineering with a dramatic increase of number of relevant publications. This book reviews the latest developments in swarm intelligence and bio-inspired computation from both the theory and application side, providing a complete resource that analyzes and discusses the latest and future trends in research directions. It can help new researchers to carry out timely research and inspire readers to develop new algorithms. With its impressive breadth and depth, this book will be useful for advanced undergraduate students, PhD students and lecturers in computer science, engineering and science as well as researchers and engineers.
目次
1. Swarm Intelligence and Bio-Inspired Computation: An Overview
2. Review and Analysis of Swarm-intelligence Based Algorithms
3. Levy Flights and Global Optimization
4. Self-Adaptive Memetic Firefly Algorithm
5. Modelling and Simulation of Labor Division in An Ant Colony: A Problem-Oriented Approach
6. Particle Swarm Optimization and Their Variants: Convergence and Applications
7. A Survey of Swarm Algorithms Applied to Discrete Optimization Problems
8. A Comprehensive Survey of Test Functions for Global Optimization
9. Binary Bat Algorithm for Feature Selection
10. Intelligent Music Composition
11. The Development and Applications of the Cuckoo Search Algorithm
12. Bio-Inspired Models and the Semantic Web
13. Discrete Firefly Algorithm for Travelling Salesman Problem: A New Movement Scheme
14. Modelling to Generate Alternatives Using Biologically-Inspired Algorithms
15. Structural Optimization Using Krill Herd Algorithm
16. Artificial Plant Optimization Algorithm
17. Genetic Algorithms for the Berth Allocation Problem in Real Time
18. Opportunities and Challenges of Integrating Bio-Inspired Optimization and Data Mining Algorithms
19. Improvement of PSO Algorithm by Memory Based Gradient Search: Application in Inventory Management
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