Emergency resources distribution based on heuristic genetic algorithm
Renbiao Wang · Journal of Jilin University · 2010
In this paper,it proposes the generation of initial population with heuristic information and the process of chromosome coding.It presents strategies of adjusting the fitness function dynamically.In the section of genetic operators,the selection of cross-points is given,as well as the method of amending the crossover operator and the mutation operator.In the population evolution,it refers to the iterative backward control algorithm,which is used to solve the problem of the emergency resource deployment by simulation.By comparison with Dijkstra algorithm,the algorithm proposed in the paper can efficiently solve the emergency resource scheduling and provide decision-makers with strong decision support.