Soft Computing for Smart Environments: Techniques and Applications
暫譯: 智慧環境的軟計算：技術與應用

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: $5,980
  • 貴賓價: 9.5 折 $5,681
  • 語言: 英文
  • 頁數: 262
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032413530
  • ISBN-13: 9781032413532
  • 相關分類: 人工智慧、Data Science、系統開發

    • 海外代購書籍(需單獨結帳)

相關主題

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)

這本書結合了工業工程和計算智能，展示了能夠解決各種智慧環境中現實問題的智能機器。它介紹了多準則決策（MCDM）技術的基本概念和最新進展，以及這些技術在智慧環境中的應用。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，但許多核心問題過於複雜，無法用數學模型來描述，或者根本尚未被建模。

因此，除了討論基於人工智慧的方式外，智慧環境的軟計算還涵蓋了各種優化技術、決策分析和數據科學，將軟計算技術應用於特定的智慧環境，包括智慧和可持續城市、災難應對系統以及智慧校園。

這本最先進的書籍將是本科生和研究生、研究人員、實務工作者以及對智慧環境管理和工程相關的先進MCDM技術感興趣的決策者的重要讀物。

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 是埃及扎卡齊格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穩健的元啟發式優化技術的應用。他目前的研究興趣包括優化、運籌學、資料探勘、計算智能、應用統計、決策支持系統、穩健優化、工程優化、多目標優化、群體智能、演化演算法以及人工神經網絡。

Ripon K. Chakrabortty 是新南威爾士大學坎培拉校區工程與資訊技術學院的決策分析碩士及工程科學碩士課程的計畫協調員，以及決策支持與分析小組的團隊領導。他的研究興趣涵蓋運籌學、專案管理、供應鏈管理、人工智能和資訊系統管理等多個主題。許多組織資助了他的研究計畫。

Abduallah Gamal 是埃及扎卡齊格大學計算機與資訊學院運籌學系的高級研究員。他的研究興趣包括計算智能、優化、群體智能、演化演算法以及中立集和邏輯。他目前專注於應用多準則決策制定。

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