Soft Computing and Optimization: Scota 2021, Ranchi, India, March 26-27 (柔性計算與優化：Scota 2021，印度蘭契，2021年3月26-27日)

Jabeen, Syeda Darakhshan, Ali, Javid, Castillo, Oscar

Soft Computing and Optimization: Scota 2021, Ranchi, India, March 26-27
  • 出版商: Springer
  • 出版日期: 2024-03-16
  • 售價: $7,050
  • 貴賓價: 9.5 折 $6,698
  • 語言: 英文
  • 頁數: 360
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811964084
  • ISBN-13: 9789811964084

    • 海外代購書籍(需單獨結帳)

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商品描述

This book collects papers presented at the Virtual International Conference on Soft Computing, Optimization Theory and Applications (SCOTA 2021), held at the Birla Institute of Technology, Mesra, Ranchi, India, from 26-27 March 2021. Topics discussed in the book are on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems.

The book highlights research on: (a) hybrid intelligent systems based on soft computing, new concepts and algorithms based on fuzzy logic and their applications, (b) theory and practice of meta-heuristics in different areas of application, (c) applications of fuzzy logic, (d) neural networks and hybrid intelligent systems in medical applications, (e) neural networks and optimization and evolutionary algorithms and their different applications and (f) applications of fuzzy logic, neural networks and meta-heuristics in pattern recognition problems. Some papers contain applications background like approximate solution of fractional differential equations via fixed-point algorithms and applications to equilibrium problems and image deburring problems. The book will be of great use to students, researchers and scientists in computer science, optimization and engineering, and those interested on computational intelligence and soft computing and their applications.

商品描述(中文翻譯)

本書收錄了在2021年3月26日至27日於印度朗契的比爾拉科技學院舉辦的虛擬國際會議「軟計算、優化理論與應用會議」（SCOTA 2021）上所發表的論文。書中討論的主題包括模糊邏輯、神經網絡和優化算法，以及它們的混合組合，並探討其在智能控制與機器人技術、模式識別、醫療診斷、時間序列預測和複雜問題優化等領域的應用。

本書重點研究：(a) 基於軟計算的混合智能系統、新概念和基於模糊邏輯的算法及其應用，(b) 在不同應用領域中的元啟發式理論與實踐，(c) 模糊邏輯的應用，(d) 神經網絡和混合智能系統在醫療應用中的應用，(e) 神經網絡、優化和進化算法及其不同應用，(f) 模糊邏輯、神經網絡和元啟發式在模式識別問題中的應用。一些論文包含應用背景，例如通過不動點算法求解分數微分方程的近似解，以及對平衡問題和圖像去噪問題的應用。本書對於計算機科學、優化和工程領域的學生、研究人員和科學家，以及對計算智能和軟計算及其應用感興趣的人士將大有裨益。

作者簡介

Syeda Darakhshan Jabeen is Assistant Professor at the Department of Mathematics, Birla Institute of Technology Mesra, Ranchi, India. Earlier, she worked as Post-Doctoral Fellow at the Indian Institute of Technology Kanpur, India, and Research Associate at the Indian Statistical Institute Kolkata, India. She is a prominent researcher in the field of soft computing. She has worked in nature-inspired optimization techniques like genetic algorithms, artificial bee colony optimization, and application of optimization techniques in vehicle vibration control. She has published numerous papers in several journals of repute.

Javid Ali is Senior Assistant Professor at the Department of Mathematics, Aligarh Muslim University, Aligarh, India. Earlier, he was Post-Doctoral Fellow at the Indian Institute of Technology, Kanpur, India and the Technical University of Catalonia, Barcelona, Spain. His research interest is in nonlinear functional analysis and optimization. Hereceived several national and international fellowships and awards. He has published more than 64 research papers in international journals of high repute, and book chapters, and has more than 1000 citations according to Google Scholar. He has delivered several contributed talks at conferences held in India and abroad (which includes the USA, Japan, Taiwan, Turkey, Poland, Italy, Spain, Brazil, Tunisia, Thailand and Saudi Arabia). He also has guided some students for their Ph.D. thesis and projects.

Oscar Castillo is Professor of Computer Science in the Graduate Division, Tijuana Institute of Technology, Tijuana, Mexico. He holds the Doctor in Science degree (Doctor Habilitatus) in computer science from the Polish Academy of Sciences, Poland. He has published more than 300 journal papers, 10 authored books, 50 edited books, 300 papers in conference proceedings, and more than 300 chapters in books, in total more than 1000 publications with h index of 82 and more than 24000 citations according to Google Scholar. He is currently Associate Editor of Information Sciences, Engineering Applications of Artificial Intelligence, Fuzzy Systems, Complex Intelligent Systems, and Intelligent Systems. He has been elected IFSA Fellow in 2015 and MICAI Fellow in 2016. Finally, he recently received the Highly Cited Researcher in 2017 and 2018 by Clarivate Analytics.

作者簡介(中文翻譯)

Syeda Darakhshan Jabeen 是印度 Ranchi 的 Birla Institute of Technology Mesra 數學系助理教授。她曾在印度理工學院 Kanpur 擔任博士後研究員，並在印度統計學院 Kolkata 擔任研究助理。她是軟計算領域的知名研究者，專注於自然啟發的優化技術，如遺傳算法、人工蜜蜂群優化，以及優化技術在車輛振動控制中的應用。她在多個知名期刊上發表了大量論文。

Javid Ali 是印度 Aligarh 的 Aligarh Muslim University 數學系高級助理教授。他曾在印度理工學院 Kanpur 和西班牙巴塞隆納的加泰羅尼亞理工大學擔任博士後研究員。他的研究興趣包括非線性泛函分析和優化。他獲得了多項國內外獎學金和獎項，並在國際知名期刊上發表了超過 64 篇研究論文和書籍章節，根據 Google Scholar 的資料，他的引用次數超過 1000 次。他在印度及國外（包括美國、日本、台灣、土耳其、波蘭、義大利、西班牙、巴西、突尼西亞、泰國和沙烏地阿拉伯）舉辦的會議上發表了多場貢獻演講，並指導了一些學生的博士論文和專案。

Oscar Castillo 是墨西哥 Tijuana Institute of Technology 研究生部的計算機科學教授。他擁有來自波蘭科學院的計算機科學博士學位（Doctor Habilitatus）。他已發表超過 300 篇期刊論文、10 本專著、50 本編輯書籍、300 篇會議論文，以及超過 300 篇書籍章節，總計超過 1000 篇出版物，根據 Google Scholar 的資料，他的 h 指數為 82，引用次數超過 24000 次。他目前是《Information Sciences》、《Engineering Applications of Artificial Intelligence》、《Fuzzy Systems》、《Complex Intelligent Systems》和《Intelligent Systems》的副編輯。他於 2015 年被選為 IFSA Fellow，2016 年成為 MICAI Fellow。最後，他最近在 2017 年和 2018 年獲得 Clarivate Analytics 的高被引研究者稱號。

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