Using GAs to minimise the bullwhip effect in a supply chain

被引：0

作者：

O'Donnell, T ^{[1
]}

Maguire, L ^{[1
]}

McIvor, R ^{[1
]}

Humphreys, P ^{[1
]}

机构：

[1] Univ Ulster, Fac Business & Management, Coleraine BT52 1SA, Londonderry, North Ireland

来源：

PROCEEDINGS OF THE 8TH JOINT CONFERENCE ON INFORMATION SCIENCES, VOLS 1-3 | 2005年

关键词：

bullwhip effect; beer game; Genetic Algorithms;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a genetic algorithm (GA) that is employed to eliminate the bullwhip effect in the beer distribution game. The authors demonstrate that the genetic algorithm can determine the optimal ordering policy for each member of the supply chain (SC) when facing deterministic and random customer demand. The approach is demonstrated using the MIT beer distribution game.

引用

页码：988 / 991

页数：4

共 50 条

[31] Analysis on the bullwhip effect and its countermeasures in the supply chain
Zhang, Xin
Liu, Peide
[J]. Fifth Wuhan International Conference on E-Business, Vols 1-3: INTEGRATION AND INNOVATION THROUGH MEASUREMENT AND MANAGEMENT, 2006, : 1254 - 1259
[32] The effect of information sharing on supply chain stability and the bullwhip effect
Ouyang, Yanfeng
[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 182 (03) : 1107 - 1121
[33] The Effect of Information Sharing on Supply Chain Cost and Bullwhip Effect
Liu Huixin
[J]. PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS A-C, 2008, : 828 - 831
[34] Research on Supply Chain Agility Based on Bullwhip Effect
Li, Ming-Ge
Hsub, Chih-Hung
Liuc, Jun-Wei
[J]. ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING (ECC 2021), 2022, 268 : 35 - 42
[35] Quantifying bullwhip effect in a closed loop supply chain
Pati R.K.
Vrat P.
Kumar P.
[J]. OPSEARCH, 2010, 47 (4) : 231 - 253
[36] AN ANALYTICAL INVESTIGATION OF THE BULLWHIP EFFECT IN THE FOOD SUPPLY CHAIN
Moori, Roberto Giro
Jacob Perera, Luiz Carlos
Mangini, Eduardo Roque
[J]. REGE-REVISTA DE GESTAO, 2011, 18 (03): : 469 - 488
[37] New forecasting insights on the bullwhip effect in a supply chain
Najafi, Mehdi
Farahani, Reza Zanjirani
[J]. IMA JOURNAL OF MANAGEMENT MATHEMATICS, 2014, 25 (03) : 259 - 286
[38] Multiagent Methodology to Reduce the Bullwhip Effect in a Supply Chain
Ponte, Borja
Pino, Raul
de la Fuente, David
[J]. TRANSACTIONS ON COMPUTATIONAL COLLECTIVE INTELLIGENCE XVII, 2014, 8790 : 1 - 21
[39] A supply chain as a series of filters or amplifiers of the bullwhip effect
Caloiero, Giuliano
Strozzi, Fernanda
Comenges, Jose-Manuel Zaldivar
[J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2008, 114 (02) : 631 - 645
[40] Flexibility dimensions to control the bullwhip effect in a supply chain
Pereira, J.
Takahashi, K.
Ahumada, L.
Paredes, F.
[J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2009, 47 (22) : 6357 - 6374

← 1 2 3 4 5 →