Subway connection bus optimization method based on proxy model auxiliary algorithm

• Main Authors: REN MAOXIN, TANG JINJUN
• Format: Patent
• Language: Chinese; English
• Published: 12.09.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The embodiment of the invention provides a subway connection bus optimization method based on an agent model auxiliary algorithm, and belongs to the technical field of calculation, and the method specifically comprises the steps: 1, building an optimization model with the minimum travel cost of passengers and the minimum cost of enterprises as targets, and building a microscopic connection bus route model in combination with preset constraint conditions; step 2, according to data required by the microscopic connection bus route model, under a Monte Carlo random condition, an enumeration and recursion combined mode is used to solve and obtain an optimal scheme of a comprehensive departure frequency and a route type, and costs corresponding to multiple route schemes are obtained; and step 3, according to the cost corresponding to all the route schemes, using a Kriging agent model to assist an NSGA-II algorithm to carry out iteration, and obtaining a connection bus route scheme. Through the scheme of the inventi