Application of PGA on Optimization of Distribution of Shopping Centers

Autor:	Bin Yu, Chuntian Cheng, Zhong-Zheng Yang, Kwok Wing Chau
Rok vydání:	2005
Předmět:	geography geography.geographical_feature_category Land use Operations research Computer science Order (business) Genetic algorithm Parallel algorithm Context (language use) Function (mathematics) Urban area
Zdroj:	Lecture Notes in Computer Science ISBN: 9783540290414 AI*IA
Popis:	In this study, the distribution of shopping centers is optimized in terms of realizing the shortest car-based shopping trips in an urban area. Modal split is performed between road and public traffic networks is calculated, and then the interaction between land-use and transportation in the context of choice of shopping destinations is modeled to build the optimal function. Parallel genetic algorithm (PGA) is applied to solve the optimal problem on distribution of the area of shopping centers. Several problems in application of PGA are discussed. A case study is undertaken in order to examine the effectiveness of this method.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::89970089ca31a864e2c20bb13ec8b03d https://doi.org/10.1007/11558590_58 Zobrazit plný text záznamu