Integrating system dynamics and multi-objective optimisation for manufacturing supply chain analysis

The aim of this paper is to address the dilemma of Supply Chain Management (SCM) within a truly Pareto-based multi-objective context. This is done by introducing an integration of System Dynamics a ...

[1]  Suzana Loskovska,et al.  Parallel Coordinates as Tool of Exploratory Data Analysis , 2009 .

[2]  Anil K. Jain,et al.  Data clustering: a review , 1999, CSUR.

[3]  Steffen Bayer,et al.  Business dynamics: Systems thinking and modeling for a complex world , 2004 .

[4]  D. Sterman,et al.  Misperceptions of Feedback in a Dynamic Decision Making Experiment , 1989 .

[5]  John D. W. Morecroft,et al.  Strategic Modelling and Business Dynamics: A Feedback Systems Approach , 2007 .

[6]  John D. Sterman,et al.  System Dynamics: Systems Thinking and Modeling for a Complex World , 2002 .

[7]  Amos H. C. Ng,et al.  Simulation-based innovization for manufacturing systems analysis using data mining and visual analytics , 2011 .

[8]  S. Hohmann The Bullwhip Effect in Supply Chains , 2014 .

[9]  Amos H. C. Ng,et al.  Multi-Objective Optimisation in Manufacturing Supply Chain Systems Design: A Comprehensive Survey and New Directions , 2011, Multi-objective Evolutionary Optimisation for Product Design and Manufacturing.

[10]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[11]  Frank Y. Chen,et al.  Quantifying the Bullwhip Effect in a Simple Supply Chain: The Impact of Forecasting, Lead Times, and Information.: The Impact of Forecasting, Lead Times, and Information. , 2000 .

[12]  J. Sterman Misperceptions of feedback in dynamic decision making , 1989 .

[13]  Jian Yu,et al.  Partitive clustering (K‐means family) , 2012, WIREs Data Mining Knowl. Discov..

[14]  Hongwei Ding,et al.  Stochastic multi-objective production-distribution network design using simulation-based optimization , 2009 .

[15]  Yan Guan Lim,et al.  Supply chain modelling – a co‐ordination approach , 2002 .

[16]  Kalyanmoy Deb,et al.  Towards automating the discovery of certain innovative design principles through a clustering-based optimization technique , 2011 .

[17]  Marios C. Angelides,et al.  System dynamics modelling in supply chain management: research review , 2000, 2000 Winter Simulation Conference Proceedings (Cat. No.00CH37165).

[18]  John D. Sterman,et al.  Business dynamics : systems thinking and modelling for acomplex world , 2002 .

[19]  Florian Klug,et al.  The internal bullwhip effect in car manufacturing , 2013 .

[20]  Yogesh V. Joshi Information Visibility And Its Effect On Supply Chain Dynamics , 2000 .

[21]  R. K. Ursem Multi-objective Optimization using Evolutionary Algorithms , 2009 .

[22]  Elizabeth C. Hirschman,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.