资源列表
Statistical-Learning
- 人工智能的数学基础理论（统计学习），全面介绍了有关数据挖掘、机器学习和模式识别的内容。-Mathematical foundations of artificial intelligence theory (statistical learning), a comprehensive introduction about data mining, machine learning and pattern recognition content.
Machine-Learning
- 斯坦福大学的Andrew Ng讲述的机器学习课程讲义-Stanford Andrew Ng tells the machine learning course notes
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- 多目标改进遗传算法，已通过实例验证，可以运行的-The improved genetic algorithm based on multi-objective
遗传算法解TSP问题
- 用遗传算法解TSP问题，C++代码，可直接调用
xianjinsuanfa
- 主要介绍了一些先进的基于神经网络的遗传算法 -Introduces some advanced genetic algorithms based on neural networks
Connect6Searcher_2011_09_14
- 六子棋源代码，很有用的都下吧，-Six-game source code, very useful are under it, ha ha ha ha ha ha ha ha
Handwritten-recognition
- 用BP算法设计分类器，实现对UCI 机器学习数据库中0-9 这10 个手写体数字的训 练和测试。-BP algorithm designed classifier, to achieve the UCI machine learning database 0-9 10 handwritten digits training and testing.
TSP
- 人工智能，遗传算法求解旅行商问题，可以运行。-Artificial intelligence, genetic algorithms to solve the traveling salesman problem, you can run.
qifashisuofuobashuma
- 人工智能，启发式搜索八数码问题，可以运行。-Artificial intelligence, heuristic search eight digital problem, you can run.
multi-Ant
- 多目标优化 蚁群多目标优化算法 用于连续变量参数优化-multi Ant
KrigingAnt21
- 利用Kriging拟合数据后，利用蚁群算法进行优化，需添加Dace工具包-Ant algorithm
MLSANTGA
- 利用移动最小乘法近似拟合数据，再用蚁群算法进行优化-Ant algorithm