Computational Intelligence (计算智能)

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Computational Intelligence (计算智能)

Undergraduate Course
Semester: Spring Credits: 3 Location: Jinan, China

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)

Chapter Slides

    Course Code

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