资源列表
pso
- 一个简单的PSO算法，为逐步迭代法，步数为1000步，测试后对一些简单单峰的目标函数具有较好的收敛性-A simple PSO algorithm, for the gradual iterative method, steps 1000 steps, test some simple single peak of the objective function has better convergence
bp
- 神经网络中的最基本的BP算法，代码用C语言完成，更改代码中的绝对路径为自己的路径或者改成相对路径就可直接运行-Neural Networks and Learning Machines , the basic Back-Propagation Algorithm，developped by C Language
JADE
- 一种改进的差分进化算法JADE，实验结果证明它的优化结果相对于其他的一些算法精度更高，稳定性更好-an improved differential evolution algorithm, experimantal results has demonstrated its effectiveness and efficient.
SimuAPSO
- 基于模拟退火的粒子群优化算法。基本粒子群优化算法中,虽然粒子速度作了限制,不会变化太大,但位置更新时未作限制,就有可能新的位置会变得很坏,引起收敛速度缓慢,所以对更新的位置也要作限制-Particle swarm optimization algorithm based on simulated annealing
DblGEGA
- 双切点遗传算法求解来一维无约束优化的问题-Double point genetic algorithm for solving one dimension of unconstrained optimization problems
10dim
- sade算法的matlab程序，在13年发布的标准测试函数上进行实验，改进的差分进化算法。-the matlab code of SADE, an improved differential evolution algorithm, which are tested on the benchmarks in 2013.
cover_PSO
- 在MATLAB环境下，构建GUI模型，用粒子群算法实现对传感器覆盖问题的求解-in MATLAB environment, the sensor cover problem is solved by the intelligent tool.
eight_figure
- 八数码问题的一般解决方法，输入为当前八数码的状态，通过深度优先搜索，找出最快还原八数码的路径方法。-Usually eight digital problem solving method, eight digital inputs for the current state, by a depth-first search to find the fastest path to restore the eight digital method.
Speech-Recognition
- 用matlab编的基于DTW和MFC算法的语音识别程序，识别效果还不错-Use matlab compiled based MFC algorithm DTW and speech recognition program to identify the results were good
Recognition
- 人脸识别的代码，在visual C++6.0下可以运行识别-Recognition of code that can run under the identify visual C++6.0
mnist.pkl
- mnist数据集，手写体识别，可以应用于深度学习的测试数据-mnist dataset, used for handwriting recognize
Chess
- 基于剪枝技术的一字棋博弈系统,理解和掌握博弈树的启发式搜索过程，能够用某种程序语言建立一个简单的博弈系统-Pruning techniques based word chess game systems, understand and master the game tree heuristic search process, we can build a simple game system in some programming language