Design Optimization Using MATLAB and Solidworks (Hardcover)
暫譯: 使用 MATLAB 和 Solidworks 的設計優化 (精裝版)
Suresh, Krishnan
商品描述
A unique text integrating numerics, mathematics and applications to provide a hands-on approach to using optimization techniques, this mathematically accessible textbook emphasises conceptual understanding and importance of theorems rather than elaborate proofs. It allows students to develop fundamental optimization methods before delving into MATLAB(R)'s optimization toolbox, and to link MATLAB's results with the results from their own code. Following a practical approach, the text demonstrates several applications, from error-free analytic examples to truss (size) optimization, and 2D and 3D shape optimization, where numerical errors are inevitable. The principle of minimum potential energy is discussed to highlight the deep relationship between engineering and optimization. MATLAB code in every chapter illustrates key concepts and the text demonstrates the coupling between MATLAB and SOLIDWORKS(R) for design optimization. A wide variety of optimization problems are covered including constrained non-linear, linear-programming, least-squares, multi-objective, and global optimization problems.
商品描述(中文翻譯)
一本獨特的教材,整合了數值、數學及其應用,提供了一種實作的方法來使用優化技術。這本數學上易於理解的教科書強調概念理解和定理的重要性,而非繁瑣的證明。它使學生能夠在深入了解 MATLAB(R) 的優化工具箱之前,發展基本的優化方法,並將 MATLAB 的結果與他們自己程式碼的結果聯繫起來。這本書採取實用的方法,展示了多種應用,從無誤的解析範例到桁架(尺寸)優化,以及 2D 和 3D 形狀優化,這些過程中數值誤差是不可避免的。書中討論了最小潛能能量原理,以突顯工程與優化之間的深刻關係。每一章的 MATLAB 程式碼都說明了關鍵概念,並展示了 MATLAB 與 SOLIDWORKS(R) 在設計優化中的結合。涵蓋了各種優化問題,包括約束非線性、線性規劃、最小二乘、多目標和全局優化問題。