Final Supplier Selection System in Military Critical Items

The financial plans of the Greek Ministry of Defense (MoD) for the year 2013 include a big amount of money in support of the national defense system. Nevertheless, comparing MoD’s annual budgets of the last two years, we can see that in 2013 less money than in 2012 were allocated to the MoD by the Government. This budgetary reduction could lead to the need for improvement in all phases of MoD’s function so that with limited resources, an even better result can be achieved. Supplier selection procedures could not be an exception, especially when it comes to critical supplies and services. Selecting Suppliers in military Critical Safety Items has multi-level features and many factors get involved. This paper develops a conceptual evaluation model based on Public Procurement Law in Defence (3978/2011), Analytic Hierarchy Process and Fuzzy Technique Order Performance by Similarity Ideal Solution. Multivariate Statistical Analysis (i.e. Principal Component Analysis, Factor Analysis and Cluster Analysis) and Quality tools are added to the model, while Business Intelligence/Competitive Intelligence is proposed as an additional tool to deal with the strong competitive environment of our days in a worldwide level. The use of Voronoi diagrams is also suggested as a technique that could affect criteria which are linked with the location of a potential supplier. We believe that the proposed model could end up in improving supplier selection procedures as it integrates contemporary approaches seen in the relevant academic literature with some of the particularities of the Armed Forces.

[1]  Don-lin Mon,et al.  Evaluating weapon system using fuzzy analytic hierarchy process based on entropy weight , 1994, Proceedings of 1995 IEEE International Conference on Fuzzy Systems..

[2]  Jeffrey L. Cruikshank,et al.  Moving Mountains: Lessons in Leadership and Logistics from the Gulf War , 1993 .

[3]  M. Braglia,et al.  Vendor Selection Using Principal Component Analysis , 2000 .

[4]  Eonkyung Lee,et al.  Supplier selection and management system considering relationships in supply chain management , 2001, IEEE Trans. Engineering Management.

[5]  Da Ruan,et al.  A fuzzy preference‐ranking model for a quality evaluation of hospital web sites , 2006, Int. J. Intell. Syst..

[6]  Daniel R. Krause,et al.  An empirical investigation of supplier development: reactive and strategic processes , 1998 .

[7]  Efraim Turban,et al.  Business Intelligence: Second European Summer School, eBISS 2012, Brussels, Belgium, July 15-21, 2012, Tutorial Lectures , 2013 .

[8]  Antonio Galvão Naclério Novaes,et al.  Solving continuous location-districting problems with Voronoi diagrams , 2009, Comput. Oper. Res..

[9]  Riccardo Dulmin,et al.  Supplier selection using a multi-criteria decision aid method , 2003 .

[10]  Madeleine E. Pullman,et al.  AN ANALYSIS OF THE SUPPLIER SELECTION PROCESS , 1998 .

[11]  Richard A. Johnson,et al.  Applied Multivariate Statistical Analysis , 1983 .

[12]  Huseyin Basligil,et al.  Pre-selection of suppliers through an integrated fuzzy analytic hierarchy process and max-min methodology , 2010 .

[13]  J. Herring The role of intelligence in formulating strategy. , 1992, The Journal of business strategy.

[14]  Eleonora Bottani,et al.  An adapted multi-criteria approach to suppliers and products selection—An application oriented to lead-time reduction , 2008 .

[15]  Huan-Jyh Shyur,et al.  COTS evaluation using modified TOPSIS and ANP , 2006, Appl. Math. Comput..

[16]  K. Hartley The Arms Industry, Procurement and Industrial Policies , 2007 .

[17]  L. D. Boer,et al.  A review of methods supporting supplier selection , 2001 .

[18]  F. Çebi,et al.  An integrated approach for supplier selection , 2003 .

[19]  Serkan Yavuz,et al.  Weapon selection using the AHP and TOPSIS methods under fuzzy environment , 2009, Expert Syst. Appl..

[20]  Leonard Wong,et al.  Military leadership: A context specific review $ , 2003 .

[21]  Thomas S. Ng,et al.  CP-DSS: Decision support system for contractor prequalification , 1995 .

[22]  Zeger Degraeve,et al.  An evaluation of vendor selection models from a total cost of ownership perspective , 2000, Eur. J. Oper. Res..

[23]  F. Liu,et al.  The voting analytic hierarchy process method for selecting supplier , 2005 .

[24]  David M. Mount Keep Your Friends Close and Your Enemies Closer: The Art of Proximity Searching , 2006, ALENEX.

[25]  William R. Soukup,et al.  SUPPLIER SELECTION STRATEGIES , 1987 .

[26]  Jinlong Zhang,et al.  A supplier-selecting system using a neural network , 1997, 1997 IEEE International Conference on Intelligent Processing Systems (Cat. No.97TH8335).

[27]  K. Tan,et al.  Supplier selection construct : instrument development and validation , 2006 .

[28]  Ching-Hsue Cheng,et al.  Evaluating weapon system using fuzzy analytic hierarchy process based on entropy weight , 1994, Proceedings of 1995 IEEE International Conference on Fuzzy Systems..

[29]  Da Ruan,et al.  A fuzzy preference-ranking model for a quality evaluation of hospital web sites: Research Articles , 2006 .

[30]  Ching-Hsue Cheng,et al.  Evaluating attack helicopters by AHP based on linguistic variable weight , 1999, Eur. J. Oper. Res..

[31]  W. C. Benton,et al.  Vendor selection criteria and methods , 1991 .

[32]  W. E. Patton Use of human judgment models in industrial buyers' vendor selection decisions , 1996 .

[33]  John Mylopoulos,et al.  Strategic Models for Business Intelligence , 2011, ER.

[34]  Mehmet Emre Güler INCORPORATING MULTI-CRITERIA CONSIDERATIONS INTO SUPPLIER SELECTION PROBLEM USING ANALYTICAL HIERARCHY PROCESS: A CASE STUDY , 2008 .

[35]  Christoph M. Hoffmann,et al.  Enhanced battlefield visualization for situation awareness , 2003, Comput. Graph..

[36]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .