CiprianDorinCraciun/Notes/Articles/GeneticAlgorithms

Differential evolution

Links

• Differential Evolution (DE) for Continuous Function Optimization (an algorithm by Kenneth Price and Rainer Storn) (authors web-site dedicated to the method);

• A Bibliography of Differential Evolution Algorithm collected by Jouni Lampinen;

• Differential evolution (Wikipedia);

Papers

• Differential Evolution -- A simple and efficient adaptive scheme for global optimization over continuous spaces;

• Differential Evolution -- A Simple and Efficient Heuristic for global Optimization over Continuous Spaces;

• Differential Evolution -- A simple evolution strategy for fast optimization;

Notes

• Self-adaptive Differential Evolution with Neighborhood Search;

• Differential Evolution for High-Dimensional Function Optimization;

• Large scale evolutionary optimization using cooperative coevolution;

• Performance comparison of self-adaptive and adaptive differential evolution algorithms;

Functions

Links

• http://tracer.lcc.uma.es/problems;

• http://www.cs.rtu.lv/dssg/en/staff/rastrigin/rastr-function.html;

• http://www-optima.amp.i.kyoto-u.ac.jp/member/student/hedar/Hedar_files/TestGO.htm;

• http://www.it.lut.fi/ip/evo/functions/functions.html;