Application of distributed intelligence to reduce the bullwhip effect

被引:17
作者
De la Fuente, D. [1 ]
Lozano, J. [1 ]
机构
[1] Escuela Politecn Super Ingn, Gijon, Spain
关键词
bullwhip; agents; genetic algorithms; forecast; SUPPLY-CHAIN; INVENTORY BEHAVIOR; ORDERING POLICY; IMPACT; INFORMATION; MODEL; DYNAMICS;
D O I
10.1080/00207540500456021
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The paper applies distributed intelligence to the bullwhip or Forrester effect, which it manages to reduce in a range of time series to which a genetic algorithm was applied. The paper is divided into four parts. The first provides an overview of the Forrester, or bullwhip, effect. The second describes the genetic algorithms in terms of being devices that provide the model with intelligence, and introduces the agent network and the general model that supports them. The third describes the software used in the model described. The final section provides numeric examples and draws a number of conclusions.
引用
收藏
页码:1815 / 1833
页数:19
相关论文
共 34 条
[1]  
[Anonymous], IOM CONTROL SEP
[2]  
[Anonymous], 1983, STAT METHODS FORECAS, DOI DOI 10.1002/9780470316610
[3]  
Aviv Y., 2002, Manufacturing & Service Operations Management, V4, P55, DOI 10.1287/msom.4.1.55.285
[4]   A time-series framework for supply-chain inventory management [J].
Aviv, Y .
OPERATIONS RESEARCH, 2003, 51 (02) :210-227
[5]   The effect of collaborative forecasting on supply chain performance [J].
Aviv, Y .
MANAGEMENT SCIENCE, 2001, 47 (10) :1326-1343
[6]  
Baganha M. P., 1998, Operations Research, V46, pS72, DOI 10.1287/opre.46.3.S72
[7]   THE PRODUCTION AND INVENTORY BEHAVIOR OF THE AMERICAN AUTOMOBILE-INDUSTRY [J].
BLANCHARD, OJ .
JOURNAL OF POLITICAL ECONOMY, 1983, 91 (03) :365-400
[8]   CAN THE PRODUCTION SMOOTHING MODEL OF INVENTORY BEHAVIOR BE SAVED [J].
BLINDER, AS .
QUARTERLY JOURNAL OF ECONOMICS, 1986, 101 (03) :431-453
[9]  
Box G.E.P., 1976, TIME SERIES ANAL
[10]   Capacity choice and allocation: Strategic behavior and supply chain performance [J].
Cachon, GP ;
Lariviere, MA .
MANAGEMENT SCIENCE, 1999, 45 (08) :1091-1108