Research on Disruption Management of Domestic Waste Door-to-door Collection and Transportation Vehicle Routing Problem Based on Prospect Theory

Autor: Shuang Zhang, Junbo Fu, Huimin Ma
Rok vydání: 2019
Předmět:
Zdroj: 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC).
DOI: 10.1109/itnec.2019.8729223
Popis: With uncertain amount of domestic waste door-todoor collection and transportation as the background, the problem of disturbance due to urgent order is studied. Combining the research methods of behavioral science to human behavior perception and quantitative research methods in operational research, disturbance measurement based on prospect theory is provided, and disruption recovery model is built. One improved artificial fish-swarm algorithm based on adaptive view is designed to solve this problem. Compared with adaptive genetic algorithm, the convergence speed and convergence accuracy of the artificial fish-swarm algorithm are more capable. Moreover, through simulation experiment, the effectiveness of model and algorithm is verified.
Databáze: OpenAIRE