A study of convergence in decentralized design processes

作者: Vincent Chanron , Kemper Lewis

DOI: 10.1007/S00163-005-0009-8

关键词: Cobweb modelManagement scienceNash equilibriumEngineering design processSet (psychology)Decomposition (computer science)Design processComputer scienceConvergence (routing)Game theoryIndustrial engineering

摘要: The decomposition and coordination of decisions in the design complex engineering systems is a great challenge. Companies who these routinely allocate responsibility various subsystems components to different people, teams or even suppliers. mechanisms behind this network decentralized create difficult management issues. However, developing efficient processes paramount, especially with market pressures customer expectations. Standard techniques modeling solving problems typically fail understand underlying dynamics therefore result suboptimal solutions. This paper aims model set within process. By using concepts from fields mathematics economics, including Game Theory Cobweb model, we simple problem provide new approach uses matrix series linear algebra as tools determine conditions for convergence such problems. goal establish first steps towards understanding decision processes. includes two major steps: studying characteristics finding final equilibrium solution problem. Illustrations developments are provided form behavior.

参考文章(39)
Richard M. Wheeler, Kumpati S. Narendra, Learning Models for Decentralized Decision Making american control conference. ,vol. 21, pp. 479- 484 ,(1985) , 10.1016/0005-1098(85)90084-6
Kemper Lewis, Farrokh Mistree, Modeling Subsystem Interactions: A Game Theoretic Approach Journal of Design and Manufacturing Automation. ,vol. 1, pp. 17- 35 ,(2001) , 10.1080/15320370108500197
G. GARY WANG, ZUOMIN DONG, PETER AITCHISON, ADAPTIVE RESPONSE SURFACE METHOD - A GLOBAL OPTIMIZATION SCHEME FOR APPROXIMATION-BASED DESIGN PROBLEMS Engineering Optimization. ,vol. 33, pp. 707- 733 ,(2001) , 10.1080/03052150108940940
Graham Coates, Robert Ian Whitfield, Alex H. B. Duffy, Bill Hills, Coordination Approaches and Systems - Part II: An Operational Perspective Research in Engineering Design. ,vol. 12, pp. 73- 89 ,(2000) , 10.1007/S001630012073
Wei Chen, Janet K Allen, Kwok-Leung Tsui, Farrokh Mistree, None, A procedure for robust design: Minimizing variations caused by noise factors and control factors Journal of Mechanical Design. ,vol. 118, pp. 478- 485 ,(1996) , 10.1115/1.2826915
Vincent Chanron, Kemper Lewis, A Study of Convergence in Decentralized Design design automation conference. pp. 765- 774 ,(2003) , 10.1115/DETC2003/DAC-48782
Edward R. Tufte, Susan R. McKay, Wolfgang Christian, James R. Matey, Visual explanations: images and quantities, evidence and narrative Computers in Physics. ,vol. 12, pp. 146- 148 ,(1997) , 10.1063/1.168637
Vincent Chanron, Kemper Lewis, Convergence and Stability in Distributed Design of Large Systems design automation conference. pp. 593- 603 ,(2004) , 10.1115/DETC2004-57344
T. L. Vincent, Game Theory as a Design Tool Journal of Mechanisms Transmissions and Automation in Design. ,vol. 105, pp. 165- 170 ,(1983) , 10.1115/1.3258503
Gabriel Hernandez, Carolyn Conner Seepersad, Farrokh Mistree, Designing for maintenance: A game theoretic approach Engineering Optimization. ,vol. 34, pp. 561- 577 ,(2002) , 10.1080/03052150215717