Multi-choice and stochastic programming for transportation problem involved in supply of foods and medicines to hospitals with consideration of logistic distribution

被引:17
|
作者
Mahapatra, Deshabrata Roy [1 ]
Panda, Shibaji [2 ]
Sana, Shib Sankar [3 ]
机构
[1] Kishorenagar Sachindra Sikshasadan, Dept Math, Contai 721401, W Bengal, India
[2] Bengal Inst Technol, Dept Math, 1 Govt Colony, Kolkata 700150, W Bengal, India
[3] Kishore Bharati Bhagini Nivedita Coll, Kolkata 700060, India
关键词
Multi-choice programming; stochastic programming; Logistic distribution; transportation problem; transformation technique; mixed-integer programming;
D O I
10.1051/ro/2019050
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
The objective of the proposed article is to minimize the transportation costs of foods and medicines from different source points to different hospitals by applying stochastic mathematical programming model to a transportation problem in a multi-choice environment containing the parameters in all constraints which follow the Logistic distribution and cost coefficients of objective function are also multiplicative terms of binary variables. Using the stochastic programming approach, the stochastic constraints are converted into an equivalent deterministic one. A transformation technique is introduced to manipulate cost coefficients of objective function involving multi-choice or goals for binary variables with auxiliary constraints. The auxiliary constraints depends upon the consecutive terms of multi-choice type cost coefficient of aspiration levels. A numerical example is presented to illustrate the whole idea.
引用
收藏
页码:1119 / 1132
页数:14
相关论文
共 21 条
  • [1] MULTI-CHOICE STOCHASTIC TRANSPORTATION PROBLEM INVOLVING LOGISTIC DISTRIBUTION
    Agrawal, Prachi
    Ganesh, Talari
    ADVANCES AND APPLICATIONS IN MATHEMATICAL SCIENCES, 2018, 18 (01): : 45 - 58
  • [2] Transportation Problem with Multi-choice Cost and Demand and Stochastic Supply
    Roy S.K.
    Journal of the Operations Research Society of China, 2016, 4 (2) : 193 - 204
  • [3] Multi-choice stochastic transportation problem involving extreme value distribution
    Mahapatra, Deshabrata Roy
    Roy, Sankar Kumar
    Biswal, Mahendra Prasad
    APPLIED MATHEMATICAL MODELLING, 2013, 37 (04) : 2230 - 2240
  • [4] FUZZY PROGRAMMING FOR MULTI-CHOICE BILEVEL TRANSPORTATION PROBLEM
    Arora, Ritu
    Gupta, Kavita
    OPERATIONS RESEARCH AND DECISIONS, 2021, 31 (03) : 5 - 21
  • [5] Multi-choice fractional stochastic multi-objective transportation problem
    M. A. El Sayed
    Ibrahim A. Baky
    Soft Computing, 2023, 27 : 11551 - 11567
  • [6] Multi-choice fractional stochastic multi-objective transportation problem
    El Sayed, M. A.
    Baky, Ibrahim A.
    SOFT COMPUTING, 2023, 27 (16) : 11551 - 11567
  • [7] Multi-choice stochastic transportation problem involving general form of distributions
    Quddoos, Abdul
    Hasan, Md Gulzar Ull
    Khalid, Mohammad Masood
    SPRINGERPLUS, 2014, 3
  • [8] Robust stochastic multi-choice goal programming for blood collection and distribution problem with real application
    Attari, Mahdi Yousefi Nejad
    Jami, Ensiyeh Neishabouri
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (02) : 2015 - 2033
  • [9] Solving Transportation Problem with Stochastic Demand and Non-Linear Multi-choice Cost
    Agrawal, Prachi
    Ganesh, Talari
    INTERNATIONAL CONFERENCE ON APPLIED MECHANICS AND OPTIMISATION (ICAMEO-2019), 2019, 2134
  • [10] Multi-choice multi-objective capacitated transportation problem - A case study of uncertain demand and supply
    Gupta, Srikant
    Ali, Irfan
    Ahmed, Aquil
    JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS, 2018, 21 (03): : 467 - 491