Engineering Optimization Design

Author: Li Yuanké
Publisher:
Publish Date: 2006-08-01
Features: This book systematically introduces the basic knowledge, fundamental theories, main algorithms, and common computational programs involved in engineering optimization design, including mathematical models, linear programming algorithms, non-linear unconstrained algorithms, non-linear constrained algorithms, genetic algorithms, neural network algorithms, and the Optimization Toolbox in the large-scale tool software package MATLAB. The book is also equipped with numerous examples, design calculation cases, and the entire process of optimization design for a double-stage helical cylindrical gear reducer. The book balances both the rigor and systematicity of theory while emphasizing the applicability and operability of algorithms. By applying the basic algorithms and MATLAB programs introduced in this book, various practical engineering design problems can be conveniently solved. This book is primarily used as a textbook for Master's students in engineering, but it can also serve as a teaching reference for postgraduate and undergraduate students in various engineering disciplines. Additionally, it can be used as a learning reference for engineering technicians, particularly for engineering design personnel. This book systematically introduces the basic knowledge, fundamental theories, main algorithms, and common computational programs involved in engineering optimization design, including mathematical models, linear programming algorithms, non-linear unconstrained algorithms, non-linear constrained algorithms, genetic algorithms, neural network algorithms, and the Optimization Toolbox in the large-scale tool software package MATLAB. The book is also equipped with numerous examples, design calculation cases, and the entire process of optimization design for a double-stage helical cylindrical gear reducer. The book balances both the rigor and systematicity of theory while emphasizing the applicability and operability of algorithms. By applying the basic algorithms and MATLAB programs introduced in this book, various practical engineering design problems can be conveniently solved.