Two-dimentional Encoding Schema and Genetic Operators
Tzung‐Pei Hong, Ming-Wen Tsai, Tung-Kuan Liu · Advances in intelligent systems research/Advances in Intelligent Systems Research · 2006
In this paper, we propose a new genetic algorithm based on the two-dimensional encoding method.Appropriate two-dimensional crossover and mutation operations are designed based on the two-dimensional representation to generate the next generations.A twodimensional repairing mechanism is also proposed to adjust infeasible chromosomes into feasible ones.Experiments are finally made to show the effectiveness of the proposed genetic algorithm.