Multi-Objective Optimization System Designs and Their Applications
暫譯: 多目標優化系統設計及其應用

Chen, Bor-Sen

  • 出版商: CRC
  • 出版日期: 2025-07-30
  • 售價: $2,940
  • 貴賓價: 9.5$2,793
  • 語言: 英文
  • 頁數: 450
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 103242298X
  • ISBN-13: 9781032422985
  • 相關分類: 工程數學 Engineering-mathematics
  • 海外代購書籍(需單獨結帳)

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商品描述

This book introduces Multi-objective design methods to solve Multi-objective optimization problems of linear/non-linear dynamic systems under intrinsic random fluctuation and external disturbance. All proposed design methods are based on rigorous theoretical results and their applications are focused on practical engineering design example.

商品描述(中文翻譯)

本書介紹了多目標設計方法,以解決在內部隨機波動和外部干擾下的線性/非線性動態系統的多目標優化問題。所有提出的設計方法均基於嚴謹的理論結果,其應用重點放在實際工程設計範例上。

作者簡介

Bor-Sen Chen received a B.S. in electrical engineering from the Tatung Institute of Technology, Taipei, Taiwan, in 1970; an M.S. in geophysics from the National Central University, Chungli, Taiwan, in 1973; and a Ph.D. from the University of Southern California, Los Angeles, California, USA, in 1973. From 1973 to 1987, he was a lecturer, associate professor, and professor at the Tatung Institute of Technology. From 1987, he has been a professor, chair professor, and Tsing Hua distinguished chair professor with the Department of Electrical Engineering at National Tsing Hua University, Hsinchu, Taiwan. His research interests include robust control theory and engineering design, robust signal processing and communication system design, and systems biology. He has published more than 340 journal papers, including 150 papers in control, 80 papers in signal processing and communication, and 110 papers in systems biology. He has also published 10 monographs. He has been the recipient of numerous awards for his academic accomplishments in robust control, fuzzy control, H∞ control, stochastic control, signal processing, and systems biology, including four Outstanding Research Awards of the National Science Council, the Academic Award in Engineering from the Ministry of Education, National Chair Professor of the Ministry of Education, and Best Impact Award of IEEE Taiwan Section for having the most SCI citations of IEEE members in Taiwan. His current research interest focuses on the H∞ team formation network tracking control of large-scale unmanned aerial vehicles, large-scale biped robots and their team cooperation, deep neural network (DNN)-based control design of nonlinear dynamic systems, systems medicine design based on design specifications, and deep learning schemes. He is a life fellow of IEEE.

作者簡介(中文翻譯)

陳博森於1970年在台灣台北的大同技術學院獲得電機工程學士學位;1973年在台灣中壢的國立中央大學獲得地球物理學碩士學位;並於1973年在美國加州洛杉磯的南加州大學獲得博士學位。從1973年到1987年,他在大同技術學院擔任講師、副教授及教授。自1987年起,他在國立清華大學電機工程學系擔任教授、講座教授及清華特聘教授。他的研究興趣包括穩健控制理論與工程設計、穩健信號處理與通信系統設計,以及系統生物學。他已發表超過340篇期刊論文,其中包括150篇控制領域的論文、80篇信號處理與通信的論文,以及110篇系統生物學的論文。他還出版了10本專著。他因在穩健控制、模糊控制、H∞控制、隨機控制、信號處理及系統生物學方面的學術成就獲得多項獎項,包括四次國家科學委員會的傑出研究獎、教育部的工程學術獎、教育部的國家講座教授,以及IEEE台灣區最佳影響獎,因其在台灣的IEEE成員中擁有最多的SCI引用次數。他目前的研究興趣集中在大規模無人機的H∞團隊形成網絡追蹤控制、大規模雙足機器人及其團隊合作、基於深度神經網絡(DNN)的非線性動態系統控制設計、基於設計規範的系統醫學設計,以及深度學習方案。他是IEEE的終身會士。