Computational Intelligence (计算智能)
Overview
An undergraduate course introducing the core paradigms of computational intelligence — artificial neural networks, fuzzy systems, evolutionary computation, and swarm intelligence — with emphasis on the principles behind intelligent optimization and learning algorithms and their application to real-world problems.
本科课程,系统介绍计算智能的核心范式——人工神经网络、模糊系统、演化计算与群体智能,注重理解智能优化与学习算法的原理,并将其应用于实际问题。
Textbook
Computational Intelligence: Concepts to Implementations (Eberhart & Shi)
《计算智能:从概念到实现》(Eberhart & Shi)