Neutrosophic number goal programming for multi-objective linear programming problem in neutrosophic number environment

Purpose nbsp The purpose of the paper is to propose goal programming strategy to multi objective linear programming problem with neutrosophic numbers which we call NN GP The coefficients of objective functions and the constraints are considered as neutrosophic numbers of the form m nI where m n are real numbers and I denotes indeterminacy Design nbsp For this study the neutrosophic numbers are converted into interval numbers Then the problem reduces to multi objective linear interval programming problem Employing interval programming technique the target interval of the objective function is determined For the sake of achieving the target goals the goal achievement functions are constructed Three new neutrosophic goal programming models are developed using deviational variables to solve the reduced problem Findings Realistic optimization problem involves multiple objectives Crisp multi objective optimization problems involve deterministic objective functions and or constrained functions However uncertainty involves in real problems Hence several strategies dealing with uncertain multi objective programming problems have been proposed in the literature Multi objective linear programming has evolved along with different paradigms and in different environment Goal programming and fuzzy goal programming have been widely used to solve the multi objective linear programming problems In this paper goal programming in neutrosophic number environment has been developed It deals with effectively multi objective linear programming problem with neutrosophic numbers We solve a numerical example to illustrate the proposed NN GP strategy Originality There are different Schools in optimization field and each has their own distinct strategy In neutrosophic number environment goal programming for multi objective programming problem is proposed here at first

[1]  Ching-Ter Chang,et al.  Multi-choice goal programming , 2007 .

[2]  Surapati PRAMANIK BILEVEL PROGRAMMING PROBLEM WITH FUZZY PARAMETERS : A FUZZY GOAL PROGRAMING APPROACH , 2013 .

[3]  Xi Liu,et al.  The neutrosophic number generalized weighted power averaging operator and its application in multiple attribute group decision making , 2015, International Journal of Machine Learning and Cybernetics.

[4]  Kalyan Mondal,et al.  Hybrid Binary Logarithm Similarity Measure for MAGDM Problems under SVNS Assessments , 2018 .

[5]  D. A. Conway Management Goals and Accounting for Control , 1966 .

[6]  Roger M. Y. Ho,et al.  Goal programming and extensions , 1976 .

[7]  Florentin Smarandache,et al.  Introduction to Neutrosophic Measure, Neutrosophic Integral, and Neutrosophic Probability , 2013, ArXiv.

[8]  Surapati Pramanik,et al.  Neutrosophic Tangent Similarity Measure and Its Application to Multiple Attribute Decision Making , 2016 .

[9]  Peide Liu,et al.  Multiple attribute group decision-making method based on neutrosophic number generalized hybrid weighted averaging operator , 2015, Neural Computing and Applications.

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

[11]  Jun Ye,et al.  Bidirectional projection method for multiple attribute group decision making with neutrosophic numbers , 2015, Neural Computing and Applications.

[12]  Jun Ye,et al.  Neutrosophic number linear programming method and its application under neutrosophic number environments , 2018, Soft Comput..

[13]  Surapati Pramanik,et al.  Neutrosophic Game Theoretic Approach to Indo-Pak Conflict over Jammu-Kashmir , 2013 .

[14]  Kamran Shahanaghi,et al.  Fuzzy multi-choice goal programming , 2012 .

[15]  James P. Ignizio,et al.  ON THE (RE)DISCOVERY OF FUZZY GOAL PROGRAMMING , 1982 .

[16]  Surapati Pramanik,et al.  A Study on Problems of Construction Workers in West Bengal Based on Neutrosophic Cognitive Maps , 2014 .

[17]  Alexander Schrijver,et al.  Handbook of Critical Issues in Goal Programming , 1992 .

[18]  Kalyan Mondal,et al.  Neutrosophic Decision Making Model for Clay-Brick Selection in Construction Field Based on Grey Relational Analysis , 2015 .

[19]  Abraham Charnes,et al.  Optimal Estimation of Executive Compensation by Linear Programming , 1955 .

[20]  Kalyan Mondal,et al.  Role of Neutrosophic Logic in Data Mining , 2016 .

[21]  Jun Ye,et al.  Neutrosophic Number Nonlinear Programming Problems and Their General Solution Methods under Neutrosophic Number Environments , 2018, Axioms.

[22]  Surapati Pramanik,et al.  Cosine Similarity Measure Based Multi-attribute Decision-making with Trapezoidal Fuzzy Neutrosophic Numbers , 2015 .

[23]  Surapati Pramanik,et al.  New Trends in Neutrosophic Theory and Applications , 2016, ArXiv.

[24]  Tapan Kumar Roy,et al.  NS-Cross Entropy-Based MAGDM under Single-Valued Neutrosophic Set Environment , 2018, Inf..

[25]  Tong Shaocheng,et al.  Interval number and fuzzy number linear programmings , 1994 .

[26]  John W. Chinneck,et al.  Linear programming with interval coefficients , 2000, J. Oper. Res. Soc..

[27]  Surapati Pramanik Multilevel Programming Problems with Fuzzy Parameters: A Fuzzy Goal Programming Approach , 2015 .

[28]  Jafar Razmi,et al.  An intuitionistic fuzzy goal programming approach for finding pareto-optimal solutions to multi-objective programming problems , 2016, Expert Syst. Appl..

[29]  A. Kharal A Neutrosophic Multi-Criteria Decision Making Method , 2014 .

[30]  R. Tiwari,et al.  Fuzzy goal programming- an additive model , 1987 .

[31]  B. Giri,et al.  Entropy Based Grey Relational Analysis Method for Multi- Attribute Decision Making under Single Valued Neutrosophic Assessments , 2014 .

[32]  Tapan Kumar Roy,et al.  Fuzzy goal programming approach to multilevel programming problems , 2007, Eur. J. Oper. Res..

[33]  Surapati Pramanik,et al.  QUADRATIC BI -LEVEL PROGRAMMING PROBLEM BASED ON FUZZY GOAL PROGRAMMING APPROACH , 2011 .

[34]  Surapati Pramanik,et al.  A Study on Problems of Hijras in West Bengal Based on Neutrosophic Cognitive Maps , 2014 .

[35]  Kalyan Mondal,et al.  Single Valued Neutrosophic Hyperbolic Sine Similarity Measure Based MADM Strategy , 2018 .

[36]  Florentin Smarandache,et al.  Introduction to Neutrosophic Statistics , 2014, ArXiv.

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

[38]  Florentin Smarandache,et al.  Single valued neutrosophic trapezoid linguistic aggregation operators based multi-attribute decision making , 2014 .

[39]  Alapati,et al.  Logistics Center Location Selection Approach Based on Neutrosophic Multi-Criteria Decision Making , 2016 .

[40]  Surapati Pramanik,et al.  Hybrid vector similarity measures and their applications to multi-attribute decision making under neutrosophic environment , 2015, Neural Computing and Applications.

[41]  Surapati Pramanik,et al.  A Taylor Series based Fuzzy Mathematical Approach for Multi Objective Linear Fractional Programming Problem with Fuzzy Parameters , 2018 .

[42]  Surapati Pramanik,et al.  Multi-Objective Chance Constrained Capacitated Transportation Problem based on Fuzzy Goal Programming , 2012 .

[43]  M. Inuiguchi,et al.  Goal programming problems with interval coefficients and target intervals , 1991 .

[44]  Surapati Pramanik,et al.  Multi-criteria Group Decision Making Approach for Teacher Recruitment in Higher Education under Simplified Neutrosophic Environment , 2014 .

[45]  R. Narasimhan GOAL PROGRAMMING IN A FUZZY ENVIRONMENT , 1980 .

[46]  Jun Ye Multiple-Attribute Group Decision-Making Method under a Neutrosophic Number Environment , 2016, J. Intell. Syst..

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

[48]  Florentin Smarandache,et al.  Neutrosophic Sets: An Overview , 2018 .

[49]  Surendra M. Gupta,et al.  Fuzzy Goal Programming , 2017 .

[50]  P. Dey,et al.  Goal programming approach to linear fractional bilevel programming problem based on Taylor series approximation , 2011 .

[51]  A. Charnes,et al.  Management Models and Industrial Applications of Linear Programming , 1961 .

[52]  Surapati Pramanik,et al.  Value and ambiguity index based ranking method of single-valued trapezoidal neutrosophic numbers and its application to multi-attribute decision making , 2016 .

[53]  Kalyan Mondal,et al.  NN-Harmonic Mean Aggregation Operators-Based MCGDM Strategy in a Neutrosophic Number Environment , 2018, Axioms.

[54]  Sang M. Lee,et al.  Goal programming for decision analysis , 1972 .

[55]  Surapati Pramanik,et al.  Neutrosophic Decision Making Model of School Choice , 2015 .

[56]  Surapati Pramanik,et al.  Single-Objective Linear Goal Programming Problem with Neutrosophic Numbers , 2018 .

[57]  R. Tiwari,et al.  Priority structure in fuzzy goal programming , 1986 .

[58]  Fermín Mallor,et al.  Multiobjective Optimization in Health Care Management. A metaheuristic and simulation approach , 2008, Algorithmic Oper. Res..

[59]  Ramadan Hamed Mohamed The relationship between goal programming and fuzzy programming , 1997, Fuzzy Sets Syst..