SHADE
所属分类：数值算法/人工智能
开发工具：C/C++
文件大小：2799KB
下载次数：12
上传日期：2017-07-10 21:21:21
上 传 者：
小熙
说明： 该文件是一种改进的自适应差分算法的研究，包括算法程序和参考文献，并用CEC2013 单目标真实参数优化问题测试了算法的性能。
(This file is a kind of improved adaptive DE, including the algorithm program and references, and the performance of Success History based Adaptive DE (SHADE) is evaluated on the benchmark set for the CEC2013 Competition on Real-Parameter Single Objective Optimization.)
文件列表:
SHADE_C\SHADE\de.h (3385, 2013-07-03)
SHADE_C\SHADE\de_test.cc (2420, 2013-07-03)
SHADE_C\SHADE\input_data\M_D10.txt (25200, 2013-06-27)
SHADE_C\SHADE\input_data\M_D100.txt (2502000, 2013-06-27)
SHADE_C\SHADE\input_data\M_D2.txt (1040, 2013-06-27)
SHADE_C\SHADE\input_data\M_D20.txt (100400, 2013-06-27)
SHADE_C\SHADE\input_data\M_D30.txt (225600, 2013-06-27)
SHADE_C\SHADE\input_data\M_D40.txt (400800, 2013-06-27)
SHADE_C\SHADE\input_data\M_D5.txt (6350, 2013-06-27)
SHADE_C\SHADE\input_data\M_D50.txt (626000, 2013-06-27)
SHADE_C\SHADE\input_data\M_D60.txt (901200, 2013-06-27)
SHADE_C\SHADE\input_data\M_D70.txt (1226400, 2013-06-27)
SHADE_C\SHADE\input_data\M_D80.txt (1601600, 2013-06-27)
SHADE_C\SHADE\input_data\M_D90.txt (2026800, 2013-06-27)
SHADE_C\SHADE\input_data\shift_data.txt (25020, 2013-06-27)
SHADE_C\SHADE\Makefile (228, 2013-07-03)
SHADE_C\SHADE\search_algorithm.cc (3811, 2013-06-29)
SHADE_C\SHADE\shade.cc (8757, 2013-07-03)
SHADE_C\SHADE\SHADE.pdf (1652111, 2017-05-30)
SHADE_C\SHADE\test_func.cc (25492, 2013-07-03)
SHADE_C\SHADE\input_data (0, 2013-06-27)
SHADE_C\SHADE (0, 2017-07-10)
SHADE_C (0, 2017-07-10)
Author: Ryoji Tanabe
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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.
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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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