Applications of Computational Intelligence in Management and Mathematics I: 9th ICCM 2023, Nerist, Arunachal Pradesh, India, August 04-05
暫譯: 計算智慧在管理與數學中的應用 I：第九屆 ICCM 2023，印度阿魯納恰爾邦 Nerist，2023年8月4-5日

Lin, Frank, Brigui, Imene, Kesswani, Nishtha

Applications of Computational Intelligence in Management and Mathematics I: 9th ICCM 2023, Nerist, Arunachal Pradesh, India, August 04-05

商品描述

This volume encapsulates the collective knowledge shared and innovations presented at the 9th International Conference on Computers, Management & Mathematical Sciences (ICCM) 2023 held on the 24th and 25th of August, 2023 at the North Eastern Regional Institute of Science and Technology (NERIST), India. The ICCM 2023 was a hybrid conference, featuring both in-person and virtual attendance and explores the transformative role of computational intelligence in solving complex problems across management and mathematics. Computational intelligence encompasses techniques inspired by the human brain and nature--such as fuzzy systems, neural networks, and evolutionary computation--that excel in stochastic environments where reasoning is essential to derive meaningful solutions.

The proceedings offer a comprehensive overview of how these powerful algorithms and principles are applied to a diverse array of research challenges, with a particular emphasis on computational aspects in the business domain. Scholars, researchers, and students will find invaluable insights into the development and implementation of innovative methods tailored to real-world scenarios.

Key Highlights:

  • Application of fuzzy logic to decision-making in uncertain environments.
  • Advances in neural networks for predictive analysis and optimization.
  • Evolutionary computation techniques for addressing complex, multi-variable problems.
  • Insights into computational methods that bridge management theory and mathematical models.

This volume serves as a critical resource for anyone seeking to harness computational intelligence to push the boundaries of research in management and mathematics. Whether you're a student embarking on your academic journey or a seasoned scholar, this book provides the tools and knowledge needed to navigate this dynamic field.

商品描述(中文翻譯)

本卷彙集了在2023年8月24日至25日於印度北東區科學與技術研究所（NERIST）舉行的第九屆國際計算機、管理與數學科學會議（ICCM 2023）上分享的集體知識和創新。ICCM 2023是一個混合型會議，提供面對面和虛擬參加的選擇，探討計算智能在解決管理和數學領域複雜問題中的變革性角色。計算智能涵蓋了受人腦和自然啟發的技術——如模糊系統、神經網絡和進化計算——這些技術在隨機環境中表現出色，因為推理對於得出有意義的解決方案至關重要。

會議論文提供了這些強大算法和原則如何應用於各種研究挑戰的全面概述，特別強調商業領域中的計算方面。學者、研究人員和學生將獲得有關針對現實場景量身定制的創新方法的寶貴見解。

**主要亮點**：
- 將模糊邏輯應用於不確定環境中的決策制定。
- 在預測分析和優化方面的神經網絡進展。
- 用於解決複雜多變量問題的進化計算技術。
- 橋接管理理論和數學模型的計算方法見解。

本卷作為任何希望利用計算智能推動管理和數學研究邊界的人的重要資源。無論您是剛開始學術旅程的學生，還是經驗豐富的學者，本書提供了在這個動態領域中導航所需的工具和知識。

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