Abstract: Introducing the concept of thermodynamic free energy and entropy to the genetic algorithm,And traditional niche technology and Pareto hierarchical structure,design stratified selection strategy based on niche,The combined penalty function and non-dominated sorting ideas,design a genetic algorithm for constrained optimization problems.The algorithm is applied to large-scale emergencies,emergency supplies scheduling allocation optimization problems,the obtained distribution optimization is reasonable and effective.