by Johannes Jahn (Author) This book serves as an introductory text to optimization theory in normed spaces. The topics of this book are existence results, various differentiability notions together with optimality conditions, the contingent cone, a generalization of the Lagrange multiplier rule, duality theory, extended semidefinite optimization, and the investigation of linear quadratic and time minimal control problems. This textbook presents fundamentals with particular emphasis on the application to problems in the calculus of variations, approximation and optimal control theory. The reader is expected to have a basic knowledge of linear functional analysis.

最优化理论与算法习题解答

陈宝林编写的《最优化理论与算法》，完整版课后答案。

使用pytorch解决简单的优化问题和最小二乘问题，内容涵盖pytorch优化器，简易神经元，tensorboard绘制误差曲线，plotly绘制函数势能面等等。是我本人工程优化课程的第二次大作业。

袁亚湘和孙文瑜的最优化理论与方法 比较经典的一本书

陈宝林 最优化理论与算法 清华 第二版

最优化理论

最优化理论-20200702牛顿法.pdf

北京邮电大学信息与通信工程学院庄伯金教授-凸优化理论与应用讲义PPT

最优化理论-20200421优化问题的定义和分类.pdf