Optimization Methods for Finite Element Analysis and Design
暫譯: 有限元素分析與設計的最佳化方法

Kale, Ishaan R., Bureerat, Sujin, Venkata Rao, Ravipudi

Optimization Methods for Finite Element Analysis and Design
  • 出版商: CRC
  • 出版日期: 2025-07-16
  • 售價: $5,310
  • 貴賓價: 9.5 折 $5,045
  • 語言: 英文
  • 頁數: 180
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032932104
  • ISBN-13: 9781032932101
  • 相關分類: 工程數學 Engineering-mathematics、Machine Learning

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商品描述

Optimization Methods for Finite Element Analysis and Design describes recent developments in Finite Element Methods (FEM). It gives a brief introduction of the applications of AI-based nature-inspired metaheuristic algorithms and Machine Learning (ML) at various stages of FEM. The book covers a range of state-of-the-art application areas including medical equipment, structural analysis and machinery products.

It explores the applications of optimization and ML techniques in mesh smoothing, quality improvement and Laplacian and Taubin smoothing. The book also discusses the optimization of cable nets and steel frames using nature-inspired metaheuristic methods.

商品描述(中文翻譯)

《有限元素分析與設計的優化方法》描述了有限元素方法（Finite Element Methods, FEM）的最新發展。它簡要介紹了基於人工智慧（AI）的自然啟發元啟發式演算法和機器學習（Machine Learning, ML）在FEM各個階段的應用。這本書涵蓋了一系列最先進的應用領域，包括醫療設備、結構分析和機械產品。

本書探討了優化和機器學習技術在網格平滑、品質改善以及拉普拉斯（Laplacian）和平滑（Taubin smoothing）中的應用。書中還討論了使用自然啟發元啟發式方法對電纜網和鋼框架的優化。

作者簡介

Ishaan R Kale holds a Ph.D. in Nature-Inspired Optimization Techniques from Symbiosis International University. He received his MEng in Mechanical Design Engineering from Maharashtra Institute of Technology, Pune University and BEng from North Maharashtra University. His research interest includes Design Engineering, Constraint Handling, Metaheuristic Optimization Algorithms and Hybrid Metaheuristics.

Sujin Bureerat received the B.Eng. degree in Mechanical Engineering from Khon Kaen University, Thailand, and the Ph.D. degree in Engineering from Manchester University, United Kingdom. He is a Professor with the Department of Mechanical Engineering, Khon Kaen University. His research interests include: multidisciplinary design optimization, metaheuristics, aeroelasticity, and aircraft design.

Ravipudi Venkata Rao is a renowned mechanical engineering academic specializing in optimization techniques, design, and manufacturing. With significant contributions to nature-inspired metaheuristic algorithms, he has authored numerous books and research papers, influencing fields like structural optimization, computational mechanics, and intelligent manufacturing systems worldwide.

作者簡介(中文翻譯)

Ishaan R Kale 擁有來自 Symbiosis International University 的自然啟發優化技術博士學位。他在普納大學的 Maharashtra Institute of Technology 獲得機械設計工程碩士學位，並在北馬哈拉施特拉大學獲得工程學士學位。他的研究興趣包括設計工程、約束處理、元啟發式優化演算法和混合元啟發式方法。

Sujin Bureerat 獲得泰國孔敬大學的機械工程學士學位，並在英國曼徹斯特大學獲得工程學博士學位。他是孔敬大學機械工程系的教授。他的研究興趣包括：多學科設計優化、元啟發式方法、氣動彈性和飛機設計。

Ravipudi Venkata Rao 是一位著名的機械工程學者，專注於優化技術、設計和製造。他在自然啟發的元啟發式演算法方面有顯著貢獻，著作多部書籍和研究論文，對結構優化、計算力學和智能製造系統等領域產生了全球影響。

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