从算法的性能指标看数值优化算法的创新性设计

On the Innovative Design of Numerical Optimization Algorithm from the Performance Perspective

最优化问题的数值算法是运筹学专业研究生专业课“最优化方法”的核心。为提高研究生数值优化方法的学习效果和创新设计能力,对该教学内容,我们给出了数值优化算法的若干性能分析,并指出了设计高效数值优化算法时需注意的一些问题。

The numerical algorithm for optimization problem is the core of the Optimization Method of the postgraduate professional course of operations research specialty.In order to improve the learning effect and innovative design ability of graduate students'numerical optimization methods,we first give some performance analysis of numerical optimization algorithm in the teaching content,and then and point out some problems that should be paid attention to when designing efficient numerical optimization algorithm.