Selection of Automated Guided Vehicle using Single Valued Neutrosophic Entropy Based Novel Multi Attribute Decision Making Technique

Selection of material handling equipment for typical conditions and handling environment is one of the multi attribute decision making problem. The objective of the research paper is to implement and validate multi attribute selection of automated guided vehicle for material handling purpose. The present paper proposes a single valued neutrosophic set with entropy weight based multi attribute decision making technique. A proposed technique also works with more uncertainty, imprecise, indeterminate and inconsistent information. The proposed methodology follows with the example for selection and ranking of automated guided vehicle and in validation and sensitivity analysis of the novel multi attribute decision making technique carried out. The result of the study builds assurance in suitability of single valued neutrosophic set entropy based novel multi attribute decision making for selection of automated guided vehicle alternatives.

[1]  K. Maniya,et al.  A selection of material using a novel type decision-making method: Preference selection index method , 2010 .

[2]  Thomy Eko Saputro,et al.  A hybrid approach for selecting material handling equipment in a warehouse , 2016 .

[3]  Krassimir T. Atanassov,et al.  Intuitionistic fuzzy sets , 1986 .

[4]  M. G. Bhatt,et al.  A multi-attribute selection of automated guided vehicle using the AHP/M-GRA technique , 2011 .

[5]  Peide Liu,et al.  An Extended TOPSIS Method for the Multiple Attribute Decision Making Problems Based on Interval Neutrosophic Set , 2014 .

[6]  Jun Ye,et al.  Multicriteria decision-making method using the correlation coefficient under single-valued neutrosophic environment , 2013, Int. J. Gen. Syst..

[7]  Hideki Aoyama,et al.  An Integrated MCDM Model for Conveyor Equipment Evaluation and Selection in an FMC Based on a Fuzzy AHP and Fuzzy ARAS in the Presence of Vagueness , 2016, PloS one.

[8]  Jun Ye Vector Similarity Measures of Simplified Neutrosophic Sets and Their Application in Multicriteria Decision Making , 2014 .

[9]  Shankar Chakraborty,et al.  Design of a material handling equipment selection model using analytic hierarchy process , 2006 .

[10]  Hong-yu Zhang,et al.  Interval Neutrosophic Sets and Their Application in Multicriteria Decision Making Problems , 2014, TheScientificWorldJournal.

[11]  Lotfi A. Zadeh,et al.  The concept of a linguistic variable and its application to approximate reasoning-III , 1975, Inf. Sci..

[12]  Osman Kulak,et al.  A decision support system for fuzzy multi-attribute selection of material handling equipments , 2005, Expert Syst. Appl..

[13]  B. Giri,et al.  A New Methodology for Neutrosophic Multi-attribute Decision-making with Unknown Weight Information , 2014 .

[14]  Phil Webb,et al.  A Hybrid Fuzzy Knowledge-Based Expert System and Genetic Algorithm for efficient selection and assignment of Material Handling Equipment , 2009, Expert Syst. Appl..

[15]  B. Bhattacharyya,et al.  Material Handling Equipment Selection by Fuzzy Multi-criteria Decision Making Methods , 2002, AFSS.

[16]  Shankar Chakraborty,et al.  Material Handling Equipment Selection Using Weighted Utility Additive Theory , 2013 .

[17]  Thomy Eko Saputro,et al.  A literature review on MHE selection problem: levels, contexts, and approaches , 2015 .

[18]  Jun Ye,et al.  Single valued neutrosophic cross-entropy for multicriteria decision making problems , 2014 .

[19]  G. Anand,et al.  Development of analytic network process for the selection of material handling systems in the design of flexible manufacturing systems (FMS) , 2011 .

[20]  Z. Zhong,et al.  Multi-criteria decision-making method with incomplete certain information based on intuitionistic fuzzy number , 2009 .

[21]  Surapati Pramanik,et al.  TOPSIS method for multi-attribute group decision-making under single-valued neutrosophic environment , 2014, Neural Computing and Applications.

[22]  Vishram B. Sawant,et al.  A Decision-Making Methodology for Automated Guided Vehicle Selection Problem Using a Preference Selection Index Method , 2011 .

[23]  Selin Soner Kara,et al.  Selecting the suitable material handling equipment in the presence of vagueness , 2009 .

[24]  Rajshekhar Sunderraman,et al.  Single Valued Neutrosophic Sets , 2010 .