Title :
Using design patterns for design of software environment for researches in genetic algorithms
Author :
Tsoy, Y.R. ; Spitsyn, Vladimir G.
Author_Institution :
Dept. of Comput. Eng., Tomsk Polytech. Univ., Russia
Abstract :
Genetic algorithms are known as common and robust optimization concept. One of their main disadvantages is the lack of theoretical and practical research results. We are going to introduce the program environment "GA Workshop" project that has convenient tools for research purposes. This software is designed with the use of design patterns approach, which guarantees further extendibility, flexibility and scalability of the introduced program product. This software is distributed free with its source codes for research and education centers.
Keywords :
design; genetic algorithms; research and development; software engineering; design patterns; design patterns approach; genetic algorithm research; software environment design; source codes; Algorithm design and analysis; Data visualization; Design engineering; Design optimization; Educational products; Genetic algorithms; Genetic engineering; Robustness; Scalability; Software design;
Conference_Titel :
Science and Technology, 2004. KORUS 2004. Proceedings. The 8th Russian-Korean International Symposium on
Print_ISBN :
0-7803-8383-4
DOI :
10.1109/KORUS.2004.1555307