Swarm Intelligence: An Approach from Natural to Artificial
暫譯: 群體智慧：從自然到人工的探討
Kaswan, Kuldeep Singh, Dhatterwal, Jagjit Singh, Kumar, Avadhesh
- 出版商: Wiley-Scrivener
- 出版日期: 2023-03-14
- 售價: $5,900
- 貴賓價: 9.8 折 $5,782
- 語言: 英文
- 頁數: 256
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1119865069
- ISBN-13: 9781119865063
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相關分類:
Machine Learning
無法訂購
商品描述
This important authored book presents valuable new insights by exploring the boundaries shared by cognitive science, social psychology, artificial life, artificial intelligence, and evolutionary computation by applying these insights to solving complex engineering problems.
Motivated by the capability of the biologically inspired algorithms, "Swarm Intelligence: An Approach from Natural to Artificial" focuses on ant, cat, crow, elephant, grasshopper, water wave and whale optimization, swarm cyborg and particle swarm optimization, and presents recent developments and applications concerning optimization with swarm intelligence techniques. The goal of the book is to offer a wide spectrum of sample works developed in leading research throughout the world about innovative methodologies of swarm intelligence and foundations of engineering swarm intelligent systems; as well as applications and interesting experiences using particle swarm optimization, which is at the heart of computational intelligence.
Discussed in the book are applications of various swarm intelligence models to operational planning of energy plants, modeling, and control of robots, organic computing, techniques of cloud services, bioinspired optimization, routing protocols for next-generation networks inspired by collective behaviors of insect societies and cybernetic organisms.
Audience
The book is directed to researchers, practicing engineers, and students in computational intelligence who are interested in enhancing their knowledge of techniques and swarm intelligence.
商品描述(中文翻譯)
群體智慧
這本重要的專著通過探索認知科學、社會心理學、人工生命、人工智慧和演化計算之間的邊界，提供了寶貴的新見解，並將這些見解應用於解決複雜的工程問題。
受到生物啟發算法能力的激勵，《群體智慧：從自然到人工的方法》專注於螞蟻、貓、烏鴉、大象、蚱蜢、水波和鯨魚優化、群體半人馬和粒子群優化，並介紹了有關群體智慧技術的優化的最新發展和應用。這本書的目標是提供一系列在全球領先研究中開發的樣本作品，關於群體智慧的創新方法論和工程群體智能系統的基礎；以及使用粒子群優化的應用和有趣的經驗，這是計算智能的核心。
書中討論了各種群體智慧模型在能源廠的運營規劃、機器人的建模和控制、有機計算、雲服務技術、生物啟發的優化、受昆蟲社會和控制生物集體行為啟發的下一代網絡路由協議的應用。
讀者對象
本書面向研究人員、實踐工程師和對增強其技術和群體智慧知識感興趣的計算智能學生。
作者簡介
Kuldeep Singh Kaswan, PhD, is working in the School of Computing Science & Engineering, Galgotias University, Uttar Pradesh, India. He received his PhD in computer science from Banasthali Vidyapith, Rajasthan, and D. Engg. from Dana Brain Health Institute, Iran. His research interests are in brain-computer interface, cyborg, and data sciences.
Jagjit Singh Dhatterwal, PhD, is an associate professor in the Department of Artificial Intelligence & Data Science, Koneru Lakshmaiah Education Foundation, Vaddeswaram, AP, India. He completed his doctorate in computer science from Mewar University, Rajasthan, India. He has numerous publications in international/national journals and conferences.
Avadhesh Kumar, PhD, is Pro Vice-Chancellor at Galgotias University, India. He obtained his doctorate in computer science with a specialization in software engineering from Thapar University, Patiala, Punjab. He has more than 22 years of teaching and research experience and has published more than 40 research papers in SCI international journals/conferences. His research areas are aspect-oriented programming (AOP), software metrics, software quality, component-based software development (CBSD), artificial intelligence, and autonomic computing.
作者簡介(中文翻譯)
Kuldeep Singh Kaswan, PhD, 目前在印度烏塔爾邦的Galgotias大學計算科學與工程學院工作。他在拉賈斯坦邦的Banasthali Vidyapith獲得計算機科學博士學位，並在伊朗的Dana Brain Health Institute獲得工程博士學位。他的研究興趣包括腦-機介面、半人類機器人和數據科學。
Jagjit Singh Dhatterwal, PhD, 是印度Vaddeswaram的Koneru Lakshmaiah教育基金會人工智慧與數據科學系的副教授。他在印度拉賈斯坦邦的Mewar大學獲得計算機科學博士學位。他在國際和國內期刊及會議上發表了多篇論文。
Avadhesh Kumar, PhD 是印度Galgotias大學的副校長。他在旁遮普的Thapar大學獲得計算機科學博士學位，專攻軟體工程。他擁有超過22年的教學和研究經驗，並在SCI國際期刊和會議上發表了超過40篇研究論文。他的研究領域包括面向方面的程式設計（AOP）、軟體度量、軟體品質、基於元件的軟體開發（CBSD）、人工智慧和自動計算。
