Research on Task Scheduling Method of Mobile Delivery Cloud Computing Based on HPSO Algorithm

Abstract

Study of cloud computing task scheduling problem, in view of many existing in the process of logistics transportation route choice question, to consider in a certain amount of time constraints, road clearance restriction, road comfort, and driving cost constraints under the condition of how to carry out the task allocation, to achieve the shortest path as the optimization goal, application of particle swarm optimization (PSO) algorithm to extend it a task scheduling method based on hybrid particle swarm optimization (PSO) cloud is proposed. Experimental results show that hybrid particle swarm optimization plays a good role in cloud computing task scheduling, which can shorten the distance to a certain extent, improve the efficiency, improve the applicability and scalability of the algorithm, not trapped in local optimization, and achieve the optimal global effect.