TY - GEN

T1 - Production adjusting method based on predicted distribution of production and inventory using dynamic Bayesian network

AU - Park, Yeong Hwa

AU - Shin, Ji Sun

AU - Woo, Ki Yun

AU - Shoji, Fumihiro

AU - Lee, Hee Hyol

PY - 2009/12/1

Y1 - 2009/12/1

N2 - In general, the production quantities and the delivered goods are changed randomly, and then the total stock is also changed randomly. This paper deals with the production and inventory control of an automobile production part line using the Dynamic Bayesian Network. Bayesian Network indicates the quantitative relations between the individual variables by the conditional probability. The probabilistic distribution of the total stock is calculated through the propagation of the probability on the network. Moreover, an adjusting rule of the production quantities to maintain the probability of the lower bound value and the upper bound value of the total stock to certain values is shown.

AB - In general, the production quantities and the delivered goods are changed randomly, and then the total stock is also changed randomly. This paper deals with the production and inventory control of an automobile production part line using the Dynamic Bayesian Network. Bayesian Network indicates the quantitative relations between the individual variables by the conditional probability. The probabilistic distribution of the total stock is calculated through the propagation of the probability on the network. Moreover, an adjusting rule of the production quantities to maintain the probability of the lower bound value and the upper bound value of the total stock to certain values is shown.

KW - Delivery data

KW - Dynamic Bayesian network

KW - Predicted distribution

KW - Production adjusting method

UR - http://www.scopus.com/inward/record.url?scp=78149336684&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=78149336684&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:78149336684

SN - 9784990288037

T3 - Proceedings of the 14th International Symposium on Artificial Life and Robotics, AROB 14th'09

SP - 63

EP - 68

BT - Proceedings of the 14th International Symposium on Artificial Life and Robotics, AROB 14th'09

T2 - 14th International Symposium on Artificial Life and Robotics, AROB 14th'09

Y2 - 5 February 2008 through 7 February 2009

ER -