Multidisciplinary Design Optimization of Complex Structures Under Uncertainty (不確定性下複雜結構的多學科設計優化)
Meng, Debiao, Zhu, Shun-Peng
- 出版商: CRC
- 出版日期: 2024-09-02
- 售價: $6,700
- 貴賓價: 9.5 折 $6,365
- 語言: 英文
- 頁數: 332
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032735619
- ISBN-13: 9781032735610
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商品描述
In the realm of engineering structures design, the inevitability of uncertainties poses a significant challenge. Uncertainty-Based Multidisciplinary Design and Optimization (UBMDO) stands out for its dual ability to precisely quantify the impact of uncertain variables and harness the potential of multidisciplinary design and optimization, thereby attracting considerable attention. From basic theory to advanced applications, this book helps readers achieve more efficient and reliable design optimization in complex systems through rich case studies and practical technical guidance.
The book systematically expounds the fundamental theories and methods of UBMDO, encompassing crucial techniques such as uncertainty modeling, sensitivity analysis, approximate modeling, and uncertainty-based optimization. It also introduces various uncertainty analysis methods, such as stochastic, non-probabilistic, and hybrid approaches, aiding readers in comprehending and managing uncertainty within systems. Through diverse practical engineering cases in fields like machinery, aerospace, and energy, it illustrates the specific application and implementation process of the UBMDO method. Rich graphics, algorithms, and simulation results augment the practicality and applicability of the theoretical knowledge. Furthermore, it explores in depth the future development trends and challenges of UBMDO, sparking innovative thinking and research interests among readers in this field.
Multidisciplinary Design Optimization of Complex Structures Under Uncertainty caters to a diverse audience: Engineers specializing in multidisciplinary design optimization are given the tools to master uncertainty management, and researchers in related fields will gain important theoretical insights and practical guidance in uncertainty analysis. Additionally, scholars and educators can utilize the book as a comprehensive resource for advanced courses, enabling students to grasp the latest UBMDO applications. Decision makers and managers handling complex systems can extract methods from the book, facilitating improved risk assessment, and strategic development through uncertainty-based optimization.
商品描述(中文翻譯)
在工程結構設計領域,不可避免的不確定性帶來了重大挑戰。不確定性基礎的多學科設計與優化(Uncertainty-Based Multidisciplinary Design and Optimization, UBMDO)因其能夠精確量化不確定變數的影響並利用多學科設計與優化的潛力而備受關注。從基本理論到進階應用,本書透過豐富的案例研究和實用的技術指導,幫助讀者在複雜系統中實現更高效且可靠的設計優化。
本書系統地闡述了UBMDO的基本理論和方法,涵蓋了不確定性建模、敏感度分析、近似建模和基於不確定性的優化等關鍵技術。它還介紹了各種不確定性分析方法,如隨機方法、非概率方法和混合方法,幫助讀者理解和管理系統中的不確定性。通過機械、航空航天和能源等領域的多樣化實際工程案例,展示了UBMDO方法的具體應用和實施過程。豐富的圖形、算法和模擬結果增強了理論知識的實用性和適用性。此外,本書深入探討了UBMDO的未來發展趨勢和挑戰,激發讀者在該領域的創新思維和研究興趣。
《在不確定性下的複雜結構多學科設計優化》適合多元的讀者群:專注於多學科設計優化的工程師將獲得掌握不確定性管理的工具,而相關領域的研究人員將獲得重要的理論見解和不確定性分析的實用指導。此外,學者和教育工作者可以將本書作為高級課程的綜合資源,幫助學生掌握最新的UBMDO應用。處理複雜系統的決策者和管理者可以從本書中提取方法,促進通過基於不確定性的優化來改善風險評估和戰略發展。
作者簡介
Debiao Meng is an associate professor in the School of Mechanical and Electrical Engineering at the University of Electronic Science and Technology of China, China.
Shun-Peng Zhu is a professor in the School of Mechanical and Electrical Engineering at the University of Electronic Science and Technology of China, China.
作者簡介(中文翻譯)
Debiao Meng 是中國電子科技大學機械與電子工程學院的副教授。
Shun-Peng Zhu 是中國電子科技大學機械與電子工程學院的教授。