Engineering Design Optimization (Hardcover)

Martins, Joaquim R. R. a., Ning, Andrew

  • 出版商: Cambridge
  • 出版日期: 2022-01-20
  • 售價: $3,980
  • 貴賓價: 9.5$3,781
  • 語言: 英文
  • 頁數: 475
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1108833411
  • ISBN-13: 9781108833417
  • 立即出貨 (庫存=1)

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商品描述

Based on course-tested material, this rigorous yet accessible graduate textbook covers both fundamental and advanced optimization theory and algorithms. It covers a wide range of numerical methods and topics, including both gradient-based and gradient-free algorithms, multidisciplinary design optimization, and uncertainty, with instruction on how to determine which algorithm should be used for a given application. It also provides an overview of models and how to prepare them for use with numerical optimization, including derivative computation. Over 200 high-quality visualizations and numerous examples facilitate understanding of the theory, and practical tips address common issues encountered in practical engineering design optimization and how to address them. Numerous end-of-chapter homework problems, progressing in difficulty, help put knowledge into practice. Accompanied online by a solutions manual for instructors and source code for problems, this is ideal for a one- or two-semester graduate course on optimization in aerospace, civil, and mechanical engineering departments.

商品描述(中文翻譯)

基於經過課程測試的材料,這本嚴謹而易於理解的研究生教科書涵蓋了基礎和高級優化理論和算法。它涵蓋了各種數值方法和主題,包括基於梯度和無梯度的算法、多學科設計優化和不確定性,並指導如何確定應該在特定應用中使用哪種算法。它還提供了模型的概述以及如何準備它們以便與數值優化一起使用,包括導數計算。超過200個高質量的可視化和眾多示例有助於理解理論,實用技巧解決了在實際工程設計優化中遇到的常見問題以及如何解決它們。大量章末作業問題按難度進行了進展,有助於將知識應用到實踐中。配套的網上解答手冊和問題源代碼,非常適合航空、土木和機械工程系的一學期或兩學期研究生優化課程。