文献类型：期刊文献

英文题名：Niched genetic algorithm based disaggregate mode choice model

作者：Liu, Wenzhi[1,2]; Tao, Qiuyan[1]; Lu, Huapu[3]

第一作者：Liu, Wenzhi

通讯作者：Liu, Wenzhi

机构：[1] School of Management, Beijing Union University, Beijing, 100101, China; [2] Postdoctoral research station of civil engineering, Tsinghua University, Beijing, 100084, China; [3] Department of civil engineering, Tsinghua University, Beijing, 100084, China

第一机构：北京联合大学管理学院

年份：2016

卷号：17

期号：43

起止页码：8.1-8.5

外文期刊名：International Journal of Simulation: Systems, Science and Technology

收录：EI(收录号：20165103147811);Scopus(收录号：2-s2.0-85006154534)

语种：英文

外文关键词：Genetic algorithms - Surveys - Transportation

摘要：In this paper, it is built the niched genetic algorithm and Monte Carlo Method based disaggregate mode choice model using the 2006 Travel Survey Data of Beijing. Because of the model is both tour based and trip based on household and person level, at the same time, it is also considered the household vehicle allocation. So the model choice structure becomes more complex. The results shows that niched genetic algorithm and Monte Carlo Method based model can fits the survey data very well and the McFadden R-square is equal to 0.286. It means the model describes mode choice behavior fairly well. ? 2016, UK Simulation Society. All rights reserved.