A Methodology for Assessing Eco-Efficiency in Logistics Networks

Recent literature on sustainable logistics networks points to two important questions: (i) How to spot the preferred solution(s) balancing environmental and business concerns? (ii) How to improve the understanding of the trade-offs between these two dimensions? We posit that a complete exploration of the efficient frontier and trade-offs between profitability and environmental impacts are particularly suitable to answer these two questions. In order to deal with the exponential number of basic efficient points in the frontier, we propose a formulation that performs in exponential time for the number of objective functions only. We illustrate our findings by designing a complex recycling logistics network in Germany.

[1]  Ludo Waltman,et al.  Some comments on the question whether co-occurrence data should be normalized , 2007 .

[2]  Kok Lay Teo,et al.  Approximation methods for non-convex curves , 1999, Eur. J. Oper. Res..

[3]  Leo G. Kroon,et al.  Shunting of Passenger Train Units: An Integrated Approach , 2006, Transp. Sci..

[4]  R. Dekker,et al.  Reverse logistics : quantitative models for closed-loop supply chains , 2004 .

[5]  Noan Walley,et al.  It's not easy being green , 1994 .

[6]  L. Waltman,et al.  Bibliometric Mapping of the Computational Intelligence Field Nees , 2007 .

[7]  Timo Kuosmanen,et al.  Measuring Eco‐efficiency of Production with Data Envelopment Analysis , 2005 .

[8]  Benedict Seymour It’s Not Easy Being Green , 2012, Food Fights.

[9]  S. C. Vermaesen,et al.  Logistics Information and Knowledge Management Issues in Humanitarian Aid Organizations , 2007 .

[10]  J. B. G. Frenk,et al.  Application of a General Risk Management Model to Portfolio Optimization Problems with Elliptical Distributed Returns for Risk Neutral and Risk Averse Decision Makers , 2007 .

[11]  G. Rote,et al.  Approximation of convex curves with application to the bicriterial minimum cost flow problem , 1989 .

[12]  Jacqueline M. Bloemhof-Ruwaard,et al.  An environmental life cycle optimization model for the European pulp and paper industry , 1996 .

[13]  Ralph E. Steuer,et al.  An interactive weighted Tchebycheff procedure for multiple objective programming , 1983, Math. Program..

[14]  T. Spengler,et al.  Impact of WEEE‐directive on reverse logistics in Germany , 2005 .

[15]  Ajd Fred Lambert,et al.  Disassembly sequencing: A survey , 2003 .

[16]  G. Huppes,et al.  A Framework for Quantified Eco‐efficiency Analysis , 2005 .

[17]  M. Zeleny Linear Multiobjective Programming , 1974 .

[18]  J.A.E.E. van Nunen,et al.  Designing and Evaluating Sustainable Logistics Networks , 2006 .

[19]  Göran Finnveden,et al.  Assessing the Eco‐efficiency of End‐of‐Pipe Technologies with the Environmental Cost Efficiency Indicator , 2005 .

[20]  Pekka Korhonen,et al.  Multiple Objective Approach as an Alternative to Radial Projection in DEA , 2003 .

[21]  Mihalis Yannakakis,et al.  On the approximability of trade-offs and optimal access of Web sources , 2000, Proceedings 41st Annual Symposium on Foundations of Computer Science.

[22]  M. Deaves Taking the WEEE [EU waste electrical and electronic equipment directive] , 2003 .

[23]  E. van der Laan,et al.  Extended Producer Responsibility in the Aviation Sector , 2007 .

[24]  Xavier Gandibleux,et al.  A survey and annotated bibliography of multiobjective combinatorial optimization , 2000, OR Spectr..

[25]  L. N. Van Wassenhove,et al.  Concurrent product and closed-loop supply chain design with an application to refrigerators , 2003 .

[26]  Ralph E. Steuer,et al.  A regression study of the number of efficient extreme points in multiple objective linear programming , 2005, Eur. J. Oper. Res..

[27]  J. Frenk,et al.  Approximating the Randomized Hitting Time Distribution of a Non-Stationary Gamma Process , 2007 .

[28]  Kathrin Klamroth,et al.  Norm-Based Approximation in Bicriteria Programming , 2001, Comput. Optim. Appl..

[29]  Hideki Kobayashi,et al.  A Practical Method for Quantifying Eco‐efficiency Using Eco‐design Support Tools , 2005 .

[30]  Arnim Wiek,et al.  Operational Eco‐efficiency: Comparing Firms' Environmental Investments in Different Domains of Operation , 2005 .

[31]  Luk N. Van Wassenhove,et al.  OR Models for Eco-eco Closed-loop Supply Chain Optimization , 2004 .

[32]  Alfred J.D. Lambert,et al.  Linear programming in disassembly/clustering sequence generation , 1999 .

[33]  S. Zionts,et al.  An Interactive Programming Method for Solving the Multiple Criteria Problem , 1976 .

[34]  Rommert Dekker,et al.  A characterisation of logistics networks for product recovery , 2000 .

[35]  Ralph E. Steuer Random problem generation and the computation of efficient extreme points in multiple objective linear programming , 1994, Comput. Optim. Appl..

[36]  Yacov Y. Haimes,et al.  Multiobjective Decision Making: Theory and Methodology , 1983 .

[37]  Jo van Nunen,et al.  Special Section: Closed-Loop Supply Chains: Practice and Potential: Integrating Closed-Loop Supply Chains and Spare-Parts Management at IBM , 2002, Interfaces.

[38]  M. Huijbregts,et al.  Is cumulative fossil energy demand a useful indicator for the environmental performance of products? , 2006, Environmental science & technology.

[39]  Joe Zhu Data Envelopment Analysis with Preference Structure , 1996 .