一本介绍非线性规划方面的书籍，针对非线性规划问题，提出相应的理论和求解算法，很不错的一本优化方面的书籍。

nimnlopt：非线性优化库Nlopt的包装

使用Python语言实现四种非线性优化算法，并探究学习率对其优化效果的影响。

INTRODUCTION TO NONLINEAR OPTIMIZATION Theory, Algorithms, and Applications with MATLAB. 讲解非线性优化方法的书籍。

数学建模 原料钢管下料的非线性优化模型

遗传算法非线性优化算法很实用含附件-遗传算法模型优化应用.rar

非线性优化经典著作——《methods for nonlinear least square problems》

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.

BF共轭梯度法优化无约束非线性问题，求函数极小值，理论和例子参考《最优化方法》（北京理工大学出版社）（程序为自编！！！请不要下架！！！）。压缩包内含matlab程序文件（直接运行BFCG.m），Word文档算例说明.docx。结构化程序易于扩展。

一本介绍非线性优化理论的英文原版书，施普林格出版社出版的，值得阅读。