Soft Computing for Smart Environments: Techniques and Applications

Abdel-Basset, Mohamed, Chakrabortty, Ripon K., Gamal, Abduallah

Soft Computing for Smart Environments: Techniques and Applications
  • 出版商: CRC
  • 出版日期: 2023-04-05
  • 售價: $5,380
  • 貴賓價: 9.5 折 $5,111
  • 語言: 英文
  • 頁數: 262
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032413530
  • ISBN-13: 9781032413532

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商品描述

This book applies both industrial engineering and computational intelligence to demonstrate intelligent machines that solve real-world problems in various smart environments. It presents fundamental concepts and the latest advances in multi-criteria decision-making (MCDM) techniques and their application to smart environments. Though managers and engineers often use multi-criteria analysis in making complex decisions, many core problems are too difficult to model mathematically or have simply not yet been modeled.

In response, as well as discussing AI-based approaches, Soft Computing for Smart Environments covers various optimization techniques, decision analytics, and data science in applying soft computing techniques to a defined set of smart environments, including smart and sustainable cities, disaster response systems, and smart campuses.

This state-of-the-art book will be essential reading for both undergraduate and graduate students, researchers, practitioners, and decision-makers interested in advanced MCDM techniques for management and engineering in relation to smart environments.

商品描述(中文翻譯)

本書將工業工程和計算智能應用於展示在各種智能環境中解決實際問題的智能機器。它介紹了多準則決策方法（MCDM）的基本概念和最新進展，以及它們在智能環境中的應用。儘管管理者和工程師在做出複雜決策時經常使用多準則分析，但許多核心問題在數學建模方面太難或者根本還沒有被建模。

為了應對這一情況，《智能環境的軟計算》除了討論基於人工智能的方法外，還涵蓋了各種優化技術、決策分析和數據科學，應用軟計算技術於一系列明確的智能環境，包括智能和可持續城市、災害應對系統和智能校園。

這本最新的書籍對於本科生、研究生、研究人員、從業人員和決策者來說都是必讀之物，對於管理和工程領域中與智能環境相關的先進MCDM技術感興趣的人來說尤其重要。

作者簡介

Mohamed Abdel-Basset is Associate Professor in the Faculty of Computers and Informatics, Zagazig University, Egypt. His work focuses on the application of multi-objective and robust metaheuristic optimization techniques. His current research interests include optimization, operations research, data mining, computational intelligence, applied statistics, decision support systems, robust optimization, engineering optimization, multi-objective optimization, swarm intelligence, evolutionary algorithms, and artificial neural networks.

Ripon K. Chakrabortty is Program Coordinator for the Master of Decision Analytics and the Masters of Engineering Science Programs, and team leader of the Decision Support and Analytics Group at the School of Engineering and Information Technology, UNSW Canberra. His research interests cover a range of topics in Operations Research, Project Management, Supply Chain Management, Artificial Intelligence, and Information Systems Management. Many organizations have funded his research programs.

Abduallah Gamal is a Senior Researcher in the Faculty of Computers and Informatics in the Department of Operations Research at Zagazig University, Egypt. His research interests include computational intelligence, optimization, swarm intelligence, evolutionary algorithms and neutrosophic sets and logic. He currently works on applying multi-criteria decision making.

作者簡介(中文翻譯)

Mohamed Abdel-Basset是埃及Zagazig大學計算機與資訊學院的副教授。他的研究專注於多目標和魯棒元啟發式優化技術的應用。他目前的研究興趣包括優化、運營研究、數據挖掘、計算智能、應用統計、決策支持系統、魯棒優化、工程優化、多目標優化、群體智能、演化算法和人工神經網絡。

Ripon K. Chakrabortty是澳洲新南威爾斯大學坎培拉校區工程與資訊技術學院的碩士決策分析和工程科學課程的計劃協調員，也是決策支持和分析小組的團隊負責人。他的研究興趣涵蓋運營研究、項目管理、供應鏈管理、人工智能和信息系統管理等多個領域。許多組織都資助了他的研究項目。

Abduallah Gamal是埃及Zagazig大學計算機與資訊學院運營研究系的高級研究員。他的研究興趣包括計算智能、優化、群體智能、演化算法和中性集合和邏輯。他目前致力於多準則決策方法的應用研究。

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