Comparison of genetic algorithm reproduction methods for distribution system loss minimization

This work compares several genetic algorithm reproduction methods for distribution system loss reduction and load balancing problems. Traditional GA crossover procedures use one-point or two-point crossover methods to form chromosomes for the next generation. Although, the chromosomes can be easily obtained, a repair algorithm is needed in case of invalid chromosomes are formed. In this paper, asexual reproduction method is proposed. Several different reproduction methods are compared. From the results, the asexual reproduction methods require less generations to reach the optimal solution than gamogenesis.