SHADE_CEC2013
所属分类：人工智能/神经网络/深度学习
开发工具：C++
文件大小：1732KB
下载次数：39
上传日期：2013-12-10 13:25:27
上 传 者：
lanuojiya
说明： 基于成功历史记录的参数自适应差分进化算法
(Success-History Based Parameter Adaptation for Differential Evolution)
文件列表:
SHADE_CEC2013 (0, 2013-07-03)
SHADE_CEC2013\de_test.cc (2420, 2013-07-03)
SHADE_CEC2013\search_algorithm.cc (3811, 2013-06-29)
SHADE_CEC2013\test_func.cc (25492, 2013-07-03)
SHADE_CEC2013\input_data (0, 2013-06-27)
SHADE_CEC2013\input_data\M_D80.txt (1601600, 2013-06-27)
SHADE_CEC2013\input_data\M_D5.txt (6350, 2013-06-27)
SHADE_CEC2013\input_data\M_D30.txt (225600, 2013-06-27)
SHADE_CEC2013\input_data\M_D40.txt (400800, 2013-06-27)
SHADE_CEC2013\input_data\M_D10.txt (25200, 2013-06-27)
SHADE_CEC2013\input_data\M_D20.txt (100400, 2013-06-27)
SHADE_CEC2013\input_data\shift_data.txt (25020, 2013-06-27)
SHADE_CEC2013\input_data\M_D60.txt (901200, 2013-06-27)
SHADE_CEC2013\input_data\M_D2.txt (1040, 2013-06-27)
SHADE_CEC2013\input_data\M_D90.txt (2026800, 2013-06-27)
SHADE_CEC2013\input_data\M_D100.txt (2502000, 2013-06-27)
SHADE_CEC2013\input_data\M_D70.txt (1226400, 2013-06-27)
SHADE_CEC2013\input_data\M_D50.txt (626000, 2013-06-27)
SHADE_CEC2013\Makefile (228, 2013-07-03)
SHADE_CEC2013\de.h (3385, 2013-07-03)
SHADE_CEC2013\shade.cc (8757, 2013-07-03)
Author: Ryoji Tanabe
##############################
SHADE implemented by C++ for Special Session & Competition on Real-Parameter Single Objective Optimization at CEC-2013
See the details of SHADE in the following papers:
1. Ryoji Tanabe and Alex Fukunaga: Success-History Based Parameter Adaptation for Differential Evolution, Proc. IEEE Congress on Evolutionary Computation (CEC-2013), Cancun, June, 2013, pp. 71-78.
2. Ryoji Tanabe and Alex Fukunaga: Evaluating the performance of SHADE on CEC 2013 benchmark problems, Proc. IEEE Congress on Evolutionary Computation (CEC-2013), Cancun, June, 2013, pp. 1952-1959.
##############################
System configurations in our experimental enviroment:
OS: Ubuntu 12.04 LTS
CPU: core i7 (2.20GHz)
RAM: 8GB
Language: C++
Compiler: g++ (gcc) with -O3 optimization flag
##############################
How to execute:
Step 1. #make
Step 2. #./shade_exe
Dimension size and parameter settings of SHADE are easily mutable by rewriting source code in de_test.cc.
If you have any questions, please feel free to contact me (rt.ryoji.tanabe@gmail.com).
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