TY - JOUR
T1 - A study on commercial facility location problem by ant colony optimization (consideration of a customer characteristic and classifying by stratum of a customer)
AU - Baba, Tsuyoshi
AU - Sorimachi, Takako
AU - Murakami, Koichi
AU - Yoshimoto, Kazuho
PY - 2007/11
Y1 - 2007/11
N2 - CVS (Convenience Store) is increasing. And the number of the closing shops is increasing. Therefore I have to decide a better geographical convenience point to open a store newly. In a conventional research, It didn't treat all the customers. In this research, I treat all of customer, regular customer, general flow customer, a special flow customer. I consider that a general flow customer is affected by other customers. Therefore I use improved ACO. ACO is effective in TSP etc. Furthermore, I improve ACO to take the action that matched a customer characteristic ( = the charm degree that conventional ACO didn't treat). In this research, I suggest technique about a new branch of CVS with consideration of not only a regular customer but also two kinds of flow visitors and take in influence between customers and charm degree in ACO.
AB - CVS (Convenience Store) is increasing. And the number of the closing shops is increasing. Therefore I have to decide a better geographical convenience point to open a store newly. In a conventional research, It didn't treat all the customers. In this research, I treat all of customer, regular customer, general flow customer, a special flow customer. I consider that a general flow customer is affected by other customers. Therefore I use improved ACO. ACO is effective in TSP etc. Furthermore, I improve ACO to take the action that matched a customer characteristic ( = the charm degree that conventional ACO didn't treat). In this research, I suggest technique about a new branch of CVS with consideration of not only a regular customer but also two kinds of flow visitors and take in influence between customers and charm degree in ACO.
KW - Ant Colony Optimization (ACO)
KW - CVS
KW - Charm degree
KW - Customer
KW - Service facility location problem
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U2 - 10.1299/kikaic.73.3115
DO - 10.1299/kikaic.73.3115
M3 - Article
AN - SCOPUS:39149115989
VL - 73
SP - 3115
EP - 3122
JO - Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
JF - Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
SN - 0387-5024
IS - 11
ER -