浅谈智能计算及其研究方法

Discussion on Intelligent Computation and Its Research Methods

智能计算是最近兴起的一类仿生计算方法,已在许多实际领域中得到成功应用。系统地介绍几种有代表性的智能计算方法,其中包括人工神经网络、进化算法、蚁群算法以及粒子群算法。在此基础上,从仿生、实验算法学、群体智能。

Recently, a kind of nature-inspired computation method called Intelligent Computation （IC） has been developed and has achieved numerous successes in many fields. Introduces sever- al representative algorithms belong to IC systematically, which includes Artificial Neural Network （ANN）, Evolutionary Algorithm （EA）, Ant Colony Optimization （ACO） and Particle Swarm Optimization（PSO）. On this basis, explores the research methodologies in IC then apprepriately from several different aspects such as simulation, experimental study on algorithms, swarm intelligence, algorithm fusion and system theory.