Fundamentals of Computational Swarm Intelligence 2024 pdf epub mobi 電子書 下載


Fundamentals of Computational Swarm Intelligence

簡體網頁||繁體網頁

Fundamentals of Computational Swarm Intelligence pdf epub mobi 著者簡介


Fundamentals of Computational Swarm Intelligence pdf epub mobi 圖書描述

Fundamentals of Computational Swarm Intelligence provides a comprehensive introduction to the new computational paradigm of Swarm Intelligence (SI), a field that emerged from biological research, and is now picking up momentum within the computational research community. Bio-inspired systems are becoming increasingly important research areas for computer scientists, engineers, economists, bioinformaticians, operational researchers, and many other disciplines. This book introduces the reader to the mathematical models of social insects collective behaviour, and shows how they can be used in solving optimization problems. Focusing on the algorithmic implementation of models of swarm behavior, this book: Examines how social network structures are used to exchange information among individuals, and how the aggregate behaviour of these individuals forms a powerful organism. Introduces a compact summary of the formal theory of optimisation. Outlines paradigms with relations to SI, including genetic algorithms, evolutionary programming, evolutionary strategies, cultural algorithms and co-evolution. Looks at the choreographic movements of birds in a flock as a basis for the Particle Swarm Optimization (PSO) models, and provides an extensive treatment of different classes of PSO models. Shows how the behaviour of ants can be used to implement Ant Colony Optimization (ACO) algorithms to solve real-world problems including routing optimization, structure optimization, data mining and data clustering. Considers different classes of optimization problems, including multi-objective optimization, dynamic environments, discrete and continuous search spaces, constrained optimization, and niching. Includes an accompanying website containing Java classes and implementations of the different algorithms that can be used to test PSO and ACO algorithms: http://si.cs.up.ac.za The interdisciplinary nature of this field will make Fundamentals of Computational Swarm Intelligence an essential resource for readers with diverse backgrounds. In addition, it will be an excellent reference for computer scientists, practitioners in business or industry and researchers involved in the analysis, design and simulation of multibody systems. Advanced undergraduates and graduate students in artificial intelligence, collective intelligence and engineering will also find this book an invaluable tool.

Fundamentals of Computational Swarm Intelligence 2024 pdf epub mobi 電子書 下載

Fundamentals of Computational Swarm Intelligence pdf epub mobi 圖書目錄




點擊這裡下載
    


想要找書就要到 本本書屋
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

發表於2024-11-07

Fundamentals of Computational Swarm Intelligence 2024 pdf epub mobi 電子書 下載

Fundamentals of Computational Swarm Intelligence 2024 pdf epub mobi 電子書 下載

Fundamentals of Computational Swarm Intelligence 2024 pdf epub mobi 電子書 下載



喜欢 Fundamentals of Computational Swarm Intelligence 電子書 的读者还喜欢


Fundamentals of Computational Swarm Intelligence pdf epub mobi 讀後感

評分

評分

評分

評分

評分

類似圖書 點擊查看全場最低價
出版者:John Wiley & Sons Inc
作者:Engelbrecht, Andries P.
出品人:
頁數:672
譯者:
出版時間:2006-1
價格:193.00 元
裝幀:HRD
isbn號碼:9780470091913
叢書系列:

圖書標籤: of  Swarm  Intelligence  Fundamentals  Computational   


Fundamentals of Computational Swarm Intelligence 2024 pdf epub mobi 電子書 下載
想要找書就要到 本本書屋
立刻按 ctrl+D收藏本頁
你會得到大驚喜!!

Fundamentals of Computational Swarm Intelligence pdf epub mobi 用戶評價

評分

評分

評分

評分

評分

Fundamentals of Computational Swarm Intelligence 2024 pdf epub mobi 電子書 下載


分享鏈接





相關圖書




本站所有內容均為互聯網搜索引擎提供的公開搜索信息,本站不存儲任何數據與內容,任何內容與數據均與本站無關,如有需要請聯繫相關搜索引擎包括但不限於百度google,bing,sogou

友情鏈接

© 2024 onlinetoolsland.com All Rights Reserved. 本本書屋 版權所有