Application of Genetic Algorithm in Low Altitude Penetration
Liu Hai-juan · Radio Engineering · 2012
Considering the calculation complexity and convergence in low altitude penetration route planning of helicopter,the basic principle of genetic algorithm is introduced,the performance specifications of route optimization are analyzed.The genetic algorithm is applied to route planning,and chromosome coding of route is performed.The initial population is generated according to the random function,and according to the size of the fitness function,selection,crossover and mutation are conducted.The optimal route is exported when the algorithm termination condition is met.Simulation result shows that the optimal route planned by using the improved genetic algorithm can effectively avoid threats and terrain.