摘要
本文对多层前向网络的全局最优化问题进行了系统的分析，给出了全局最优化算法应具备的基本条件和一种算法格式，对这种算法格式的合理性进行了论证。
In this paper, a systematic analysis is made on the global optimization of multilayer feedforward neural network, some fundamental conditions which need be met by any algorithm of global optimization are presented, a practicable algorithm of global optimization is suggested and reasonableness and validity of the present algorithm is explained. Besides these, some important research fields of feedforward neural network is predicted.
出处
《大自然探索》
1996年第4期27-31,共5页
Discovery of Nature
基金
国家自然科学基金
航空科学基金
清华大学CIMS基金
攀登计划重大项目和863计划资助
关键词
前向网络
拓扑
网络理论
数学理论
feedforward neural network, topology, global optimization, mechanism analysis
