Metaheuristics in Engineering Applications
暫譯: 工程應用中的元啟發式演算法
V. K., Mathew, Chandak, Archana, Mohan, Man
- 出版商: CRC
- 出版日期: 2025-12-22
- 售價: $6,540
- 貴賓價: 9.5 折 $6,213
- 語言: 英文
- 頁數: 224
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032900091
- ISBN-13: 9781032900094
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相關分類:
工程數學 Engineering-mathematics
尚未上市，無法訂購
商品描述
Engineering applications are rapidly evolving, becoming increasingly complex and data-driven. Traditional optimization methods often struggle to keep pace, leaving engineers seeking robust and adaptable solutions. Metaheuristics, inspired by natural processes like evolution and ant colonies, help meet this challenge. These powerful algorithms offer flexible optimization tools, capable of tackling intricate problems across diverse engineering domains.
Metaheuristics are not just optimization tools; they are catalysts for innovation across diverse engineering disciplines. By understanding their context and potential in each area, we unlock a future where complex problems are tackled efficiently, sustainably, and ethically, paving the way for a brighter and more innovative tomorrow.
This book will introduce a range of metaheuristics algorithms and examine their various applications in engineering, including Industrial IoT and Cyber-Physical Systems, Intelligent Manufacturing, Smart Cities, and Sustainable Technologies. It will be of great interest to professionals and researchers across this domain.
商品描述(中文翻譯)
工程應用正在迅速演變，變得越來越複雜且以數據為驅動。傳統的優化方法往往難以跟上這一變化，讓工程師們尋求穩健且具適應性的解決方案。啟發自自然過程（如進化和蟻群）的元啟發式演算法，幫助應對這一挑戰。這些強大的演算法提供靈活的優化工具，能夠解決各種工程領域中的複雜問題。
元啟發式演算法不僅僅是優化工具；它們是促進各種工程學科創新的催化劑。通過理解它們在每個領域的背景和潛力，我們可以開啟一個未來，在這個未來中，複雜問題能夠高效、可持續且合乎道德地得到解決，為更光明和更具創新性的明天鋪平道路。
本書將介紹一系列元啟發式演算法，並探討它們在工程中的各種應用，包括工業物聯網（Industrial IoT）和網絡物理系統（Cyber-Physical Systems）、智能製造、智慧城市和可持續技術。這將對該領域的專業人士和研究人員產生極大的興趣。
作者簡介
Dr. Mathew V K is a Sr. Business Analyst and Researcher at Accelirate Inc., India.
Dr. Archana Chandak is a Sr. Business Analyst and Researcher at Accelirate Inc., India.
Dr. Man Mohan is a Research Professor in the Department of Semiconductor Engineering, The University of Suwon, Hwaseong, Republic of Korea and Assistant Professor in the Department of Mechanical Engineering, Rungta College of Engineering and Technology, Bhilai, India.
Dr. Bhumeshwar K. Patle is a Professor and Head at Department of Mechanical Engineering, Ramdeobaba University Nagpur, Maharashtra, India and Professor, Department of Mechanical Engineering, MIT Art, Design and Technology University, Pune, India.
作者簡介(中文翻譯)
馬修·V·K博士是印度Accelirate Inc.的資深商業分析師和研究員。
阿爾查娜·昌達克博士是印度Accelirate Inc.的資深商業分析師和研究員。
曼·莫漢博士是韓國華城水原大學半導體工程系的研究教授，以及印度比哈里的Rungta工程技術學院機械工程系的助理教授。
布梅什瓦爾·K·帕特爾博士是印度納格浦爾Ramdeobaba大學機械工程系的教授及系主任，以及印度浦那MIT藝術、設計與技術大學機械工程系的教授。
