Title :
The Introduction of GASD
Author :
Fan, Shuhai ; Elizabeth, Amanda
Author_Institution :
Dept. of Ind. Eng., Nanjing Univ. of Technol., Nanjing, China
Abstract :
To solve the problems of GACD, a Genetic Algorithm with Chromosome Differentiation, (sampling-without-replacement, mating-with-the-best-chromosome, and the-unreachable-result), a kind of Genetic Algorithm with Sex Differentiation, named GASD, is proposed. Then an in-depth theoretical analysis is conducted to evaluate the performance of the algorithm. Finally, a mixed solution, which simultaneously possesses the advantages of both the GASD and the conventional GA, is also presented.
Keywords :
cellular biophysics; genetic algorithms; GACD algorithm; GASD algorithm; genetic algorithm with chromosome differentiation; genetic algorithm with sex differentiation; mating-with-the-best-chromosome; sampling-without-replacement; Biological cells; Electronic mail; Frequency modulation; Gallium; Pattern classification; Pattern recognition; Probability; GASD; Genetic Algorithm; Pattern recognition; Restricted crossover; Schema theorem;
Conference_Titel :
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-9247-3
DOI :
10.1109/GCIS.2010.56
