A Fuzzy MCDM Framework for Weapon Systems Selection

The weapon system selection problem is a crucial issue for military logistics managers and decision makers. In most real-world cases, such critical selection problems include many alternatives, and those alternatives have to be assessed with respect to multiple criteria. In this chapter, the use of multi-criteria decision making (MCDM) approaches to tackle the weapon selection problem is discussed. Next, a fuzzy MCDM framework that is based on the hierarchical fuzzy technique for order preference by similarity to ideal solution (HFTOPSIS) method is proposed to solve the problem. The proposed approach is capable of incorporating both crisp and fuzzy data. The authors demonstrate the performance of the proposed methodology on a missile system selection problem which incorporates fuzzy environment elements.

[1]  Selim Zaim,et al.  Analyzing business competition by using fuzzy TOPSIS method: An example of Turkish domestic airline industry , 2011, Expert Syst. Appl..

[2]  M. Yurdakul,et al.  Analysis of the benefit generated by using fuzzy numbers in a TOPSIS model developed for machine tool selection problems , 2009 .

[3]  Semih Onüt,et al.  Transshipment site selection using the AHP and TOPSIS approaches under fuzzy environment. , 2008, Waste management.

[4]  Fausto Cavallaro,et al.  Fuzzy TOPSIS approach for assessing thermal-energy storage in concentrated solar power (CSP) systems , 2010 .

[5]  Tolga Genç Application of ELECTRE III and PROMETHEE II in evaluating the military tanks , 2015 .

[6]  Mumtaz Karatas,et al.  A multi-objective model for locating search and rescue boats , 2016, Eur. J. Oper. Res..

[7]  Bing Yu,et al.  A fuzzy TOPSIS model via chi-square test for information source selection , 2013, Knowl. Based Syst..

[8]  Zarei Morteza,et al.  Selection of the optimal tourism site using the ANP and fuzzy TOPSIS in the framework of Integrated Coastal Zone Management: A case of Qeshm Island , 2016 .

[9]  Mumtaz Karatas,et al.  Multiattribute Decision Making Using Multiperiod Probabilistic Weighted Fuzzy Axiomatic Design , 2017, Syst. Eng..

[10]  Akbar Esfahanipour,et al.  Human health and safety risks management in underground coal mines using fuzzy TOPSIS. , 2014, The Science of the total environment.

[11]  Hakan Tozan,et al.  Multi Criteria Decision Methods in Health Technology Assessment: A Brief Literature Review , 2016 .

[12]  Jindong Qin,et al.  An analytical solution to fuzzy TOPSIS and its application in personnel selection for knowledge-intensive enterprise , 2015, Appl. Soft Comput..

[13]  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..

[14]  Yu-Jie Wang,et al.  The evaluation of financial performance for Taiwan container shipping companies by fuzzy TOPSIS , 2014, Appl. Soft Comput..

[15]  F Gürbüz,et al.  Determination of Best Military Cargo Aircraft with Multi-Criteria Decision-Making Techniques , 2016 .

[16]  Dariusz Walczak,et al.  Project rankings for participatory budget based on the fuzzy TOPSIS method , 2017, Eur. J. Oper. Res..

[17]  Daniel Osezua Aikhuele,et al.  A Fuzzy TOPSIS Model to Rank Automotive Suppliers , 2015 .

[18]  Angel Mena-Nieto,et al.  Using a fuzzy TOPSIS-based scenario analysis to improve municipal solid waste planning and forecasting: A case study of Canary archipelago (1999–2030) , 2018 .

[19]  Shaligram Pokharel,et al.  A hybrid approach using ISM and fuzzy TOPSIS for the selection of reverse logistics provider , 2009 .

[20]  Adel Hatami-Marbini,et al.  An extension of fuzzy TOPSIS for a group decision making with an application to tehran stock exchange , 2017, Appl. Soft Comput..

[21]  Hamid Esna Ashari,et al.  Application of the multi-criteria decision method ELECTRE III for the Weapon selection , 2014 .

[22]  Ching-Hsue Cheng Evaluating naval tactical missile systems by fuzzy AHP based on the grade value of membership function , 1997 .

[23]  R. K. Singh,et al.  A fuzzy TOPSIS based approach for e-sourcing , 2011, Eng. Appl. Artif. Intell..

[24]  Charbel José Chiappetta Jabbour,et al.  Selecting green suppliers based on GSCM practices: Using fuzzy TOPSIS applied to a Brazilian electronics company , 2014, Eur. J. Oper. Res..

[25]  Yusuf Tansel Iç,et al.  Development of a credit limit allocation model for banks using an integrated Fuzzy TOPSIS and linear programming , 2012, Expert Syst. Appl..

[26]  Hsuan-Shih Lee,et al.  Generalizing TOPSIS for fuzzy multiple-criteria group decision-making , 2007, Comput. Math. Appl..

[27]  Joseph Z. Shyu,et al.  Selecting a weapon system using zero-one goal programming and analytic network process , 2006 .

[28]  Yusuf Tansel Iç,et al.  Development of a quick credibility scoring decision support system using fuzzy TOPSIS , 2010, Expert Syst. Appl..

[29]  Shyi-Ming Chen,et al.  Evaluating weapon systems using fuzzy arithmetic operations , 1996, Fuzzy Sets Syst..

[30]  John W. Fowler,et al.  A hybrid approach using the analytic hierarchy process and integer programming to screen weapon systems projects , 2003, IEEE Trans. Engineering Management.

[31]  Tien-Chin Wang,et al.  Developing a fuzzy TOPSIS approach based on subjective weights and objective weights , 2009, Expert Syst. Appl..

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

[33]  Cengiz Kahraman,et al.  Hierarchical fuzzy TOPSIS model for selection among logistics information technologies , 2007, J. Enterp. Inf. Manag..

[34]  Iraj Mahdavi,et al.  Designing a model of fuzzy TOPSIS in multiple criteria decision making , 2008, Appl. Math. Comput..

[35]  Dimitris Askounis,et al.  Support managers' selection using an extension of fuzzy TOPSIS , 2011, Expert Syst. Appl..

[36]  Chia-Chi Sun,et al.  A performance evaluation model by integrating fuzzy AHP and fuzzy TOPSIS methods , 2010, Expert Syst. Appl..

[37]  Morteza Pakdin Amiri,et al.  Project selection for oil-fields development by using the AHP and fuzzy TOPSIS methods , 2010, Expert Syst. Appl..

[38]  Huiru Zhao,et al.  Optimal site selection of electric vehicle charging station by using fuzzy TOPSIS based on sustainability perspective , 2015 .

[39]  Ching-Hsue Cheng,et al.  Evaluating the best main battle tank using fuzzy decision theory with linguistic criteria evaluation , 2002, Eur. J. Oper. Res..

[40]  Osman Taylan,et al.  Construction projects selection and risk assessment by fuzzy AHP and fuzzy TOPSIS methodologies , 2014, Appl. Soft Comput..

[41]  Ümran Şengül,et al.  Fuzzy TOPSIS method for ranking renewable energy supply systems in Turkey , 2015 .

[42]  Cengiz Kahraman,et al.  Multicriteria decision making in energy planning using a modified fuzzy TOPSIS methodology , 2011, Expert Syst. Appl..

[43]  Lyès Benyoucef,et al.  Simulation based fuzzy TOPSIS approach for group multi-criteria supplier selection problem , 2012, Eng. Appl. Artif. Intell..

[44]  Eun-Sung Chung,et al.  Prioritizing the best sites for treated wastewater instream use in an urban watershed using fuzzy TOPSIS , 2013 .

[45]  Jay M. Rosenberger,et al.  A hybrid approach of goal programming for weapon systems selection , 2010, Comput. Ind. Eng..

[46]  Mumtaz Karatas,et al.  An iterative solution approach to a multi-objective facility location problem , 2018, Appl. Soft Comput..

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

[48]  M. Goh,et al.  Supplier selection with Shannon entropy and fuzzy TOPSIS in the context of supply chain risk management , 2016 .

[49]  Chia-Chi Sun,et al.  Using fuzzy TOPSIS method for evaluating the competitive advantages of shopping websites , 2009, Expert Syst. Appl..

[50]  Tien-Chin Wang,et al.  Application of TOPSIS in evaluating initial training aircraft under a fuzzy environment , 2007, Expert Syst. Appl..

[51]  Anjali Awasthi,et al.  Application of fuzzy TOPSIS in evaluating sustainable transportation systems , 2011, Expert Syst. Appl..

[52]  Francisco Rodrigues Lima Junior,et al.  A comparison between Fuzzy AHP and Fuzzy TOPSIS methods to supplier selection , 2014, Appl. Soft Comput..

[53]  Mumtaz Karatas,et al.  A multi-objective facility location problem in the presence of variable gradual coverage performance and cooperative cover , 2017, Eur. J. Oper. Res..

[54]  Mumtaz Karatas,et al.  An ILP and simulation model to optimize search and rescue helicopter operations , 2017, J. Oper. Res. Soc..

[55]  S. Farid Mousavi,et al.  TQM consultant selection in SMEs with TOPSIS under fuzzy environment , 2009, Expert Syst. Appl..

[56]  Peng Wang,et al.  Response surface method using grey relational analysis for decision making in weapon system selection , 2014 .

[57]  Mostafa Jafari,et al.  Evaluation model of business intelligence for enterprise systems using fuzzy TOPSIS , 2012, Expert Syst. Appl..