IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v251y2017i1d10.1007_s10479-015-1829-1.html
   My bibliography  Save this article

Multi-criteria decision analysis with goal programming in engineering, management and social sciences: a state-of-the art review

Author

Listed:
  • Cinzia Colapinto

    (Ca’ Foscari University of Venice)

  • Raja Jayaraman

    (Khalifa University)

  • Simone Marsiglio

    (University of Wollongong)

Abstract

Goal programming (GP) is an important class of multi-criteria decision models widely used to analyze and solve applied problems involving conflicting objectives. Originally introduced in the 1950s by Charnes et al. (Manag Sci 2:138–151, 1955) the popularity and applications of GP has increased immensely due to the mathematical simplicity and modeling elegance. Over the recent decades algorithmic developments and computational improvements have greatly contributed to the diverse applications and several variants of GP models. In this paper we present a state of the art literature review on GP applications in three selected (prominent and popular) areas, namely engineering, management and social sciences.

Suggested Citation

  • Cinzia Colapinto & Raja Jayaraman & Simone Marsiglio, 2017. "Multi-criteria decision analysis with goal programming in engineering, management and social sciences: a state-of-the art review," Annals of Operations Research, Springer, vol. 251(1), pages 7-40, April.
    • Handle: RePEc:spr:annopr:v:251:y:2017:i:1:d:10.1007_s10479-015-1829-1
    DOI: 10.1007/s10479-015-1829-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10479-015-1829-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10479-015-1829-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Zanakis, Stelios H & Gupta, Sushil K, 1985. "A categorized bibliographic survey of goal programming," Omega, Elsevier, vol. 13(3), pages 211-222.
    2. Mokhtar S. Bazaraa & Aziz Bouzaher, 1981. "A Linear Goal Programming Model for Developing Economies with an Illustration from the Agricultural Sector in Egypt," Management Science, INFORMS, vol. 27(4), pages 396-413, April.
    3. K. Taghizadeh & M. Bagherpour & I. Mahdavi, 2011. "An interactive fuzzy goal programming approach for multi-period multi-product production planning problem," Fuzzy Information and Engineering, Springer, vol. 3(4), pages 393-410, December.
    4. Nijkamp, P. & Spronk, J., 1978. "Interactive multiple goal programming," Serie Research Memoranda 0003, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    5. A. Charnes & W. W. Cooper & R. O. Ferguson, 1955. "Optimal Estimation of Executive Compensation by Linear Programming," Management Science, INFORMS, vol. 1(2), pages 138-151, January.
    6. Rania Azmi & Mehrdad Tamiz, 2010. "A Review of Goal Programming for Portfolio Selection," Lecture Notes in Economics and Mathematical Systems, in: Dylan Jones & Mehrdad Tamiz & Jana Ries (ed.), New Developments in Multiple Objective and Goal Programming, pages 15-33, Springer.
    7. Ramesh Sharda & Kathryn D. Musser, 1986. "Financial Futures Hedging Via Goal Programming," Management Science, INFORMS, vol. 32(8), pages 933-947, August.
    8. Mitra, Amitava & Patankar, Jayprakash G., 1990. "A multi-objective model for warranty estimation," European Journal of Operational Research, Elsevier, vol. 45(2-3), pages 347-355, April.
    9. Pati, Rupesh Kumar & Vrat, Prem & Kumar, Pradeep, 2008. "A goal programming model for paper recycling system," Omega, Elsevier, vol. 36(3), pages 405-417, June.
    10. Blake, John T. & Carter, Michael W., 2002. "A goal programming approach to strategic resource allocation in acute care hospitals," European Journal of Operational Research, Elsevier, vol. 140(3), pages 541-561, August.
    11. Badri, Masood A., 2001. "A combined AHP-GP model for quality control systems," International Journal of Production Economics, Elsevier, vol. 72(1), pages 27-40, June.
    12. Kim M. Tingley & Judith S. Liebman, 1984. "A Goal Programming Example in Public Health Resource Allocation," Management Science, INFORMS, vol. 30(3), pages 279-289, March.
    13. Schniederjans, Marc J. & Garvin, Tim, 1997. "Using the analytic hierarchy process and multi-objective programming for the selection of cost drivers in activity-based costing," European Journal of Operational Research, Elsevier, vol. 100(1), pages 72-80, July.
    14. M. Verma & R. Shrivastava & R. Tripathi, 2010. "Evaluation of Min–Max, Weighted and Preemptive Goal Programming Techniques with Reference to Mahanadi Reservoir Project Complex," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 24(2), pages 299-319, January.
    15. Pendaraki, K. & Zopounidis, C. & Doumpos, M., 2005. "On the construction of mutual fund portfolios: A multicriteria methodology and an application to the Greek market of equity mutual funds," European Journal of Operational Research, Elsevier, vol. 163(2), pages 462-481, June.
    16. Belaïd Aouni & Cinzia Colapinto & Davide Torre, 2013. "A cardinality constrained stochastic goal programming model with satisfaction functions for venture capital investment decision making," Annals of Operations Research, Springer, vol. 205(1), pages 77-88, May.
    17. Kwak, N. K. & Lee, Chang Won & Kim, Ji Hee, 2005. "An MCDM model for media selection in the dual consumer/industrial market," European Journal of Operational Research, Elsevier, vol. 166(1), pages 255-265, October.
    18. Romero, Carlos, 1986. "A survey of generalized goal programming (1970-1982)," European Journal of Operational Research, Elsevier, vol. 25(2), pages 183-191, May.
    19. Cooper, W. W. & Lelas, V. & Sueyoshi, T., 1997. "Goal programming models and their duality relations for use in evaluating security portfolio and regression relations," European Journal of Operational Research, Elsevier, vol. 98(2), pages 431-443, April.
    20. A. Charnes & W. W. Cooper & D. B. Learner & E. F. Snow, 1968. "Note on an Application of a Goal Programming Model for Media Planning," Management Science, INFORMS, vol. 14(8), pages 431-436, April.
    21. S Dowlatshahi, 2001. "Product life cycle analysis: a goal programming approach," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 52(11), pages 1201-1214, November.
    22. Lin, W Thomas, 1980. "A survey of goal programming applications," Omega, Elsevier, vol. 8(1), pages 115-117.
    23. Powell, John G. & Premachandra, I.M., 1998. "Accommodating diverse institutional investment objectives and constraints using non-linear goal programming," European Journal of Operational Research, Elsevier, vol. 105(3), pages 447-456, March.
    24. Ozan Kocadagli & Ridvan Keskin, 2014. "A Novel Portfolio Selection Model with Preemptive Fuzzy Goal Programming," Human Capital without Borders: Knowledge and Learning for Quality of Life; Proceedings of the Management, Knowledge and Learning International Conference 2014,, ToKnowPress.
    25. Seyda Topaloglu & Irem Ozkarahan, 2004. "An Implicit Goal Programming Model for the Tour Scheduling Problem Considering the Employee Work Preferences," Annals of Operations Research, Springer, vol. 128(1), pages 135-158, April.
    26. Kumar, Manoj & Vrat, Prem & Shankar, Ravi, 2006. "A fuzzy programming approach for vendor selection problem in a supply chain," International Journal of Production Economics, Elsevier, vol. 101(2), pages 273-285, June.
    27. Aouni, Belaid & Kettani, Ossama, 2001. "Goal programming model: A glorious history and a promising future," European Journal of Operational Research, Elsevier, vol. 133(2), pages 225-231, January.
    28. P Linares & C Romero, 2000. "A multiple criteria decision making approach for electricity planning in Spain: economic versus environmental objectives," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(6), pages 736-743, June.
    29. Linares, Pedro & Romero, Carlos, 2002. "Aggregation of preferences in an environmental economics context: a goal-programming approach," Omega, Elsevier, vol. 30(2), pages 89-95, April.
    30. Deshpande, Paras & Shukla, Deepak & Tiwari, M.K., 2011. "Fuzzy goal programming for inventory management: A bacterial foraging approach," European Journal of Operational Research, Elsevier, vol. 212(2), pages 325-336, July.
    31. Dylan Jones & Mehrdad Tamiz, 2010. "Case Study: Application of Goal Programming in Portfolio Selection," International Series in Operations Research & Management Science, in: Practical Goal Programming, edition 1, chapter 0, pages 151-160, Springer.
    32. Cherif, Mohamed Sadok & Chabchoub, Habib & Aouni, Belaid, 2008. "Quality control system design through the goal programming model and the satisfaction functions," European Journal of Operational Research, Elsevier, vol. 186(3), pages 1084-1098, May.
    33. Abdelaziz, Fouad Ben & Aouni, Belaid & Fayedh, Rimeh El, 2007. "Multi-objective stochastic programming for portfolio selection," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1811-1823, March.
    34. Enrique Ballestero, 2005. "Mean-Semivariance Efficient Frontier: A Downside Risk Model for Portfolio Selection," Applied Mathematical Finance, Taylor & Francis Journals, vol. 12(1), pages 1-15.
    35. Ballestero, Enrique & Pla-Santamaria, David, 2004. "Selecting portfolios for mutual funds," Omega, Elsevier, vol. 32(5), pages 385-394, October.
    36. Roger G. Schroeder, 1974. "Resource Planning in University Management by Goal Programming," Operations Research, INFORMS, vol. 22(4), pages 700-710, August.
    37. Amid, A. & Ghodsypour, S.H. & O'Brien, C., 2006. "Fuzzy multiobjective linear model for supplier selection in a supply chain," International Journal of Production Economics, Elsevier, vol. 104(2), pages 394-407, December.
    38. A Bilbao & M Arenas & M Jiménez & B Perez Gladish & M V Rodríguez, 2006. "An extension of Sharpe's single-index model: portfolio selection with expert betas," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(12), pages 1442-1451, December.
    39. Muhammad Al-Zahrani & Abid Ahmad, 2004. "Stochastic Goal Programming Model for Optimal Blending of Desalinated Water with Groundwater," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 18(4), pages 339-352, August.
    40. Reyes, Pedro M. & Frazier, Gregory V., 2007. "Goal programming model for grocery shelf space allocation," European Journal of Operational Research, Elsevier, vol. 181(2), pages 634-644, September.
    41. Kwak, N. K. & Diminnie, Carol B., 1987. "A goal programming model for allocating operating budgets of academic units," Socio-Economic Planning Sciences, Elsevier, vol. 21(5), pages 333-339.
    42. Lotfi, M.M. & Torabi, S.A., 2011. "A fuzzy goal programming approach for mid-term assortment planning in supermarkets," European Journal of Operational Research, Elsevier, vol. 213(2), pages 430-441, September.
    43. Leung, Mark T. & Daouk, Hazem & Chen, An-Sing, 2001. "Using investment portfolio return to combine forecasts: A multiobjective approach," European Journal of Operational Research, Elsevier, vol. 134(1), pages 84-102, October.
    44. Deng, Xiao-Tie & Li, Zhong-Fei & Wang, Shou-Yang, 2005. "A minimax portfolio selection strategy with equilibrium," European Journal of Operational Research, Elsevier, vol. 166(1), pages 278-292, October.
    45. A. Charnes & W. W. Cooper & J. K. Devoe & D. B. Learner & W. Reinecke, 1968. "A Goal Programming Model for Media Planning," Management Science, INFORMS, vol. 14(8), pages 423-430, April.
    46. Tamiz, Mehrdad & Azmi, Rania A. & Jones, Dylan F., 2013. "On selecting portfolio of international mutual funds using goal programming with extended factors," European Journal of Operational Research, Elsevier, vol. 226(3), pages 560-576.
    47. Lee, Sang M & Lerro, A J, 1973. "Optimizing the Portfolio Selection for Mutual Funds," Journal of Finance, American Finance Association, vol. 28(5), pages 1087-1102, December.
    48. Nixon, J.D. & Dey, P.K. & Davies, P.A. & Sagi, S. & Berry, R.F., 2014. "Supply chain optimisation of pyrolysis plant deployment using goal programming," Energy, Elsevier, vol. 68(C), pages 262-271.
    49. Bertolini, Massimo & Bevilacqua, Maurizio, 2006. "A combined goal programming—AHP approach to maintenance selection problem," Reliability Engineering and System Safety, Elsevier, vol. 91(7), pages 839-848.
    50. Aouni, Belaid & Ben Abdelaziz, Foued & Martel, Jean-Marc, 2005. "Decision-maker's preferences modeling in the stochastic goal programming," European Journal of Operational Research, Elsevier, vol. 162(3), pages 610-618, May.
    51. Kumar, P C & Philippatos, George C & Ezzell, John R, 1978. "Goal Programming and the Selection of Portfolios by Dual-Purpose Funds," Journal of Finance, American Finance Association, vol. 33(1), pages 303-310, March.
    52. Slah Bahloul & Fathi Abid, 2013. "A combined analytic hierarchy process and goal programming approach to international portfolio selection in the presence of investment barriers," International Journal of Multicriteria Decision Making, Inderscience Enterprises Ltd, vol. 3(1), pages 1-20.
    53. N. J. Jobst & M. D. Horniman & C. A. Lucas & G. Mitra, 2001. "Computational aspects of alternative portfolio selection models in the presence of discrete asset choice constraints," Quantitative Finance, Taylor & Francis Journals, vol. 1(5), pages 489-501.
    54. Booth, GG & Bessler, W, 1989. "Goal programming models for managing interest-rate risk," Omega, Elsevier, vol. 17(1), pages 81-89.
    55. Perez Gladish, B. & Jones, D.F. & Tamiz, M. & Bilbao Terol, A., 2007. "An interactive three-stage model for mutual funds portfolio selection," Omega, Elsevier, vol. 35(1), pages 75-88, February.
    56. Belaid Aouni & Fouad Ben Abdelaziz & Davide La Torre, 2012. "The stochastic goal programming model: Theory and applications," Post-Print hal-00778729, HAL.
    57. Kendall, Kenneth E. & Schniederjans, Marc J., 1985. "Multi-product production planning: A goal programming approach," European Journal of Operational Research, Elsevier, vol. 20(1), pages 83-91, April.
    58. Bilbao, A. & Arenas, M. & Rodriguez, M.V. & Antomil, J., 2007. "On constructing expert Betas for single-index model," European Journal of Operational Research, Elsevier, vol. 183(2), pages 827-847, December.
    59. A P Schinnar, 1976. "A Multidimensional Accounting Model for Demographic and Economic Planning interactions," Environment and Planning A, , vol. 8(4), pages 455-475, June.
    60. Taplin, John HE & Min, Qiu & Zhi, Zhang, 1995. "Policy-sensitive selection and phasing of road investments with a goal program," Transport Policy, Elsevier, vol. 2(4), pages 251-256, October.
    61. Bernard W. Taylor, III & Laurence J. Moore & Edward R. Clayton, 1982. "R&D Project Selection and Manpower Allocation with Integer Nonlinear Goal Programming," Management Science, INFORMS, vol. 28(10), pages 1149-1158, October.
    62. C W Lee & N K Kwak, 1999. "Information resource planning for a health-care system using an AHP-based goal programming method," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(12), pages 1191-1198, December.
    63. Agha, Salah R., 2006. "Use of goal programming and integer programming for water quality management--A case study of Gaza Strip," European Journal of Operational Research, Elsevier, vol. 174(3), pages 1991-1998, November.
    64. da Silva, Aneirson Francisco & Marins, Fernando Augusto Silva, 2014. "A Fuzzy Goal Programming model for solving aggregate production-planning problems under uncertainty: A case study in a Brazilian sugar mill," Energy Economics, Elsevier, vol. 45(C), pages 196-204.
    65. Canela, Miguel Angel & Collazo, Eduardo Pedreira, 2007. "Portfolio selection with skewness in emerging market industries," Emerging Markets Review, Elsevier, vol. 8(3), pages 230-250, September.
    66. Bhattacharya, U.K., 2009. "A chance constraints goal programming model for the advertising planning problem," European Journal of Operational Research, Elsevier, vol. 192(2), pages 382-395, January.
    67. Ahmed Rifai & Nessim Hanna, 1975. "Planning the Media Mix through Goal Programming," The American Economist, Sage Publications, vol. 19(2), pages 21-26, October.
    68. Markland, R. E. & Vickery, S. K., 1986. "The efficient computer implementation of a large-scale integer goal programming model," European Journal of Operational Research, Elsevier, vol. 26(3), pages 341-354, September.
    69. Biswas, Animesh & Pal, Bijay Baran, 2005. "Application of fuzzy goal programming technique to land use planning in agricultural system," Omega, Elsevier, vol. 33(5), pages 391-398, October.
    70. Dylan Jones & Mehrdad Tamiz, 2010. "Practical Goal Programming," International Series in Operations Research and Management Science, Springer, edition 1, number 978-1-4419-5771-9, March.
    71. Sun, Qian & Yan, Yuxing, 2003. "Skewness persistence with optimal portfolio selection," Journal of Banking & Finance, Elsevier, vol. 27(6), pages 1111-1121, June.
    72. Amid, Amin & Ghodsypour, S.H. & O'Brien, Christopher, 2009. "A weighted additive fuzzy multiobjective model for the supplier selection problem under price breaks in a supply Chain," International Journal of Production Economics, Elsevier, vol. 121(2), pages 323-332, October.
    73. Kalpic, Damir & Mornar, Vedran & Baranovic, Mirta, 1995. "Case study based on a multi-period multi-criteria production planning model," European Journal of Operational Research, Elsevier, vol. 87(3), pages 658-669, December.
    74. Marc J. Schniederjans & N. K. Kwak & Mark C. Helmer, 1982. "An Application of Goal Programming to Resolve a Site Location Problem," Interfaces, INFORMS, vol. 12(3), pages 65-72, June.
    75. Ho, William & Xu, Xiaowei & Dey, Prasanta K., 2010. "Multi-criteria decision making approaches for supplier evaluation and selection: A literature review," European Journal of Operational Research, Elsevier, vol. 202(1), pages 16-24, April.
    76. Aouni, Belaid & Colapinto, Cinzia & La Torre, Davide, 2014. "Financial portfolio management through the goal programming model: Current state-of-the-art," European Journal of Operational Research, Elsevier, vol. 234(2), pages 536-545.
    77. Booth, G. Geoffrey & Dash, Gordon Jr., 1979. "Alternate programming structures for bank portfolios," Journal of Banking & Finance, Elsevier, vol. 3(1), pages 67-82, April.
    78. Kvanli, Alan H, 1980. "Financial planning using goal programming," Omega, Elsevier, vol. 8(2), pages 207-218.
    79. Belaïd Aouni & Cinzia Colapinto & Davide La Torre, 2012. "Stochastic goal programming model and satisfaction functions for media selection and planning problem," International Journal of Multicriteria Decision Making, Inderscience Enterprises Ltd, vol. 2(4), pages 391-407.
    80. Iranmanesh, Hossein & Thomson, Vince, 2008. "Competitive advantage by adjusting design characteristics to satisfy cost targets," International Journal of Production Economics, Elsevier, vol. 115(1), pages 64-71, September.
    81. Arditti, Fred D & Levy, Haim, 1975. "Portfolio Efficiency Analysis in Three Moments: The Multiperiod Case," Journal of Finance, American Finance Association, vol. 30(3), pages 797-809, June.
    82. Liu, Songsong & Papageorgiou, Lazaros G., 2013. "Multiobjective optimisation of production, distribution and capacity planning of global supply chains in the process industry," Omega, Elsevier, vol. 41(2), pages 369-382.
    83. Alexander, Gordon J. & Resnick, Bruce G., 1985. "Using linear and goal programming to immunize bond portfolios," Journal of Banking & Finance, Elsevier, vol. 9(1), pages 35-54, March.
    84. H I Stern, 1974. "A Goal-Programming Approach to Planning for Population Balance in a Multiregional System," Environment and Planning A, , vol. 6(4), pages 431-437, August.
    85. Bravo, Mila & Gonzalez, Ignacio, 2009. "Applying stochastic goal programming: A case study on water use planning," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1123-1129, August.
    86. Arzu Tektas & E. Nur Ozkan-Gunay & Gokhan Gunay, 2005. "Asset and liability management in financial crisis," Journal of Risk Finance, Emerald Group Publishing, vol. 6(2), pages 135-149, March.
    87. Ballestero, E. & Gunther, M. & Pla-Santamaria, D. & Stummer, C., 2007. "Portfolio selection under strict uncertainty: A multi-criteria methodology and its application to the Frankfurt and Vienna Stock Exchanges," European Journal of Operational Research, Elsevier, vol. 181(3), pages 1476-1487, September.
    88. Amid, A. & Ghodsypour, S.H. & O'Brien, C., 2011. "A weighted max-min model for fuzzy multi-objective supplier selection in a supply chain," International Journal of Production Economics, Elsevier, vol. 131(1), pages 139-145, May.
    89. Romero, Carlos & Rehman, Tahir, 1987. "Natural Resource Management and the Use of Multiple Criteria Decision-Making Techniques: A Review," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 14(1), pages 61-89.
    90. Sang M. Lee & Edward R. Clayton, 1972. "A Goal Programming Model for Academic Resource Allocation," Management Science, INFORMS, vol. 18(8), pages 395-408, April.
    91. Blancas, Francisco J. & Caballero, Rafael & González, Mercedes & Lozano-Oyola, Macarena & Pérez, Fátima, 2010. "Goal programming synthetic indicators: An application for sustainable tourism in Andalusian coastal counties," Ecological Economics, Elsevier, vol. 69(11), pages 2158-2172, September.
    92. Ghahtarani, Alireza & Najafi, Amir Abbas, 2013. "Robust goal programming for multi-objective portfolio selection problem," Economic Modelling, Elsevier, vol. 33(C), pages 588-592.
    93. Chen, Vincent Y. X., 1994. "A 0-1 goal programming model for scheduling multiple maintenance projects at a copper mine," European Journal of Operational Research, Elsevier, vol. 76(1), pages 176-191, July.
    94. Chunhachinda, Pornchai & Dandapani, Krishnan & Hamid, Shahid & Prakash, Arun J., 1997. "Portfolio selection and skewness: Evidence from international stock markets," Journal of Banking & Finance, Elsevier, vol. 21(2), pages 143-167, February.
    95. Chen, Liang-Hsuan & Tsai, Feng-Chou, 2001. "Fuzzy goal programming with different importance and priorities," European Journal of Operational Research, Elsevier, vol. 133(3), pages 548-556, September.
    96. Chen, Liang-Hsuan & Weng, Ming-Chu, 2006. "An evaluation approach to engineering design in QFD processes using fuzzy goal programming models," European Journal of Operational Research, Elsevier, vol. 172(1), pages 230-248, July.
    97. Wang, Ge & Huang, Samuel H. & Dismukes, John P., 2004. "Product-driven supply chain selection using integrated multi-criteria decision-making methodology," International Journal of Production Economics, Elsevier, vol. 91(1), pages 1-15, September.
    98. Keown, Arthur J. & Taylor, Bernard III, 1978. "Integer goal programming model for the implementation of multiple corporate objectives," Journal of Business Research, Elsevier, vol. 6(3), pages 221-235, August.
    99. Arenas Parra, M. & Bilbao Terol, A. & Rodriguez Uria, M. V., 2001. "A fuzzy goal programming approach to portfolio selection," European Journal of Operational Research, Elsevier, vol. 133(2), pages 287-297, January.
    100. Hiroshi Konno & Hiroaki Yamazaki, 1991. "Mean-Absolute Deviation Portfolio Optimization Model and Its Applications to Tokyo Stock Market," Management Science, INFORMS, vol. 37(5), pages 519-531, May.
    101. Kwak, N. K. & Schniederjans, Marc J. & Warkentin, Kimberly S., 1991. "An application of linear goal programming to the marketing distribution decision," European Journal of Operational Research, Elsevier, vol. 52(3), pages 334-344, June.
    102. Berbel, J. & Rodriguez-Ocana, A., 1998. "An MCDM approach to production analysis: An application to irrigated farms in Southern Spain," European Journal of Operational Research, Elsevier, vol. 107(1), pages 108-118, May.
    103. Cinzia Colapinto & Danilo Liuzzi & Simone Marsiglio, 2017. "Sustainability and intertemporal equity: a multicriteria approach," Annals of Operations Research, Springer, vol. 251(1), pages 271-284, April.
    104. Sang M. Lee & Robert T. Justis & Lori Sharp Franz, 1979. "Goal Programming for Decision Making in Closely Held Businesses," Entrepreneurship Theory and Practice, , vol. 3(4), pages 31-41, April.
    105. Karsak, E. Ertugrul & Kuzgunkaya, Onur, 2002. "A fuzzy multiple objective programming approach for the selection of a flexible manufacturing system," International Journal of Production Economics, Elsevier, vol. 79(2), pages 101-111, September.
    106. Hui-Ping Ho & Ching-Ter Chang & Cheng-Yuan Ku, 2013. "On the location selection problem using analytic hierarchy process and multi-choice goal programming," International Journal of Systems Science, Taylor & Francis Journals, vol. 44(1), pages 94-108.
    107. Tamiz, Mehrdad & Jones, Dylan & Romero, Carlos, 1998. "Goal programming for decision making: An overview of the current state-of-the-art," European Journal of Operational Research, Elsevier, vol. 111(3), pages 569-581, December.
    108. Mazaher Ghorbani & S. Mohammad Arabzad & Reza Tavakkoli-Moghaddam, 2014. "A multi-objective fuzzy goal programming model for reverse supply chain design," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 19(2), pages 141-153.
    109. Li, Lei & Fonseca, Daniel J. & Chen, Der-San, 2006. "Earliness-tardiness production planning for just-in-time manufacturing: A unifying approach by goal programming," European Journal of Operational Research, Elsevier, vol. 175(1), pages 508-515, November.
    110. Jones, D.F. & Collins, A. & Hand, C., 2007. "A classification model based on goal programming with non-standard preference functions with application to the prediction of cinema-going behaviour," European Journal of Operational Research, Elsevier, vol. 177(1), pages 515-524, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Heydar Ali Mardani-Fard & Abdollah Hadi-Vencheh & Ali Mahmoodirad & Sadegh Niroomand, 2020. "An effective hybrid goal programming approach for multi-objective straight assembly line balancing problem with stochastic parameters," Operational Research, Springer, vol. 20(4), pages 1939-1976, December.
    2. Anderson Kenji Hirose & Cassius Tadeu Scarpin & José Eduardo Pécora Junior, 2020. "Goal programming approach for political districting in Santa Catarina State: Brazil," Annals of Operations Research, Springer, vol. 287(1), pages 209-232, April.
    3. Salem Nechi & Belaid Aouni & Zouhair Mrabet, 2020. "Managing sustainable development through goal programming model and satisfaction functions," Annals of Operations Research, Springer, vol. 293(2), pages 747-766, October.
    4. Jang Ho Kim & Yongjae Lee & Woo Chang Kim & Frank J. Fabozzi, 2022. "Goal-based investing based on multi-stage robust portfolio optimization," Annals of Operations Research, Springer, vol. 313(2), pages 1141-1158, June.
    5. Mahboubeh Farid & Hampus Hallman & Mikael Palmblad & Johannes Vänngård, 2021. "Multi-Objective Pharmaceutical Portfolio Optimization under Uncertainty of Cost and Return," Mathematics, MDPI, vol. 9(18), pages 1-11, September.
    6. Umar Muhammad Modibbo & Irfan Ali & Aquil Ahmed, 2021. "Multi-objective optimization modelling for analysing sustainable development goals of Nigeria: Agenda 2030," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(6), pages 9529-9563, June.
    7. Amal Mekhilef & Mustapha Moulaï & Wassila Drici, 2021. "Solving multi-objective integer indefinite quadratic fractional programs," Annals of Operations Research, Springer, vol. 296(1), pages 821-840, January.
    8. Simone Marsiglio & Fabio Privileggi, 2021. "On the economic growth and environmental trade-off: a multi-objective analysis," Annals of Operations Research, Springer, vol. 296(1), pages 263-289, January.
    9. Arben Asllani & Silvana Trimi, 2022. "COVID-19 vaccine distribution: exploring strategic alternatives for the greater good," Service Business, Springer;Pan-Pacific Business Association, vol. 16(3), pages 601-619, September.
    10. Zheng-Yun Zhuang & Chi-Kit Ho & Paul Juinn Bing Tan & Jia-Ming Ying & Jin-Hua Chen, 2020. "The Optimal Setting of A/B Exam Papers without Item Pools: A Hybrid Approach of IRT and BGP," Mathematics, MDPI, vol. 8(8), pages 1-29, August.
    11. Magdalena I. Asborno & Sarah Hernandez & Taslima Akter, 2020. "Multicommodity port throughput from truck GPS and lock performance data fusion," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(2), pages 196-217, June.
    12. Francesco Paolucci & Ken Redekop & Ayman Fouda & Gianluca Fiorentini, 2017. "Decision Making and Priority Setting: The Evolving Path Towards Universal Health Coverage," Applied Health Economics and Health Policy, Springer, vol. 15(6), pages 697-706, December.
    13. B. Domenech & L. Ferrer-Martí & R. Pastor, 2022. "Multicriteria analysis of renewable-based electrification projects in developing countries," Annals of Operations Research, Springer, vol. 312(2), pages 1375-1401, May.
    14. Hocine, Amine, 2018. "Meta goal programing approach for solving multi-criteria de Novo programing problemAuthor-Name: Zhuang, Zheng-Yun," European Journal of Operational Research, Elsevier, vol. 265(1), pages 228-238.
    15. Ali Reza Nafarzadegan & Hassan Vagharfard & Mohammad Reza Nikoo & Ahmad Nohegar, 2018. "Socially-Optimal and Nash Pareto-Based Alternatives for Water Allocation under Uncertainty: an Approach and Application," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(9), pages 2985-3000, July.
    16. Teg Alam, 2023. "Sustainable Multi-Objective Production Planning for the Refrigerating and Air Conditioning Industry in Saudi Arabia: A Preemptive Goal Programming Approach," Sustainability, MDPI, vol. 15(4), pages 1-16, February.
    17. Wang, Yizhong & Jeong, Sujong & Hang, Ye & Wang, Qunwei, 2024. "Multi-sector environmental efficiency and productivity: A general Leontief optimization method," Omega, Elsevier, vol. 126(C).
    18. Cinzia Colapinto & Raja Jayaraman & Fouad Ben Abdelaziz & Davide La Torre, 2020. "Environmental sustainability and multifaceted development: multi-criteria decision models with applications," Annals of Operations Research, Springer, vol. 293(2), pages 405-432, October.
    19. Christoph Stallkamp & Justus Steins & Manuel Ruck & Rebekka Volk & Frank Schultmann, 2022. "Designing a Recycling Network for the Circular Economy of Plastics with Different Multi-Criteria Optimization Approaches," Sustainability, MDPI, vol. 14(17), pages 1-23, September.
    20. Arshia Kaul & Sugandha Aggarwal & Mohan Krishnamoorthy & P. C. Jha, 2018. "Multi-period media planning for multi-products incorporating segment specific and mass media," Annals of Operations Research, Springer, vol. 269(1), pages 317-359, October.
    21. Zhuang, Zheng-Yun & Chung, Cheng-Kung, 2024. "Dissecting the visiting willingness of driving visitors facing a retail market's dual-pricing policy for parking," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Aouni, Belaid & Colapinto, Cinzia & La Torre, Davide, 2014. "Financial portfolio management through the goal programming model: Current state-of-the-art," European Journal of Operational Research, Elsevier, vol. 234(2), pages 536-545.
    2. Cinzia Colapinto & Davide Torre & Belaid Aouni, 2019. "Goal programming for financial portfolio management: a state-of-the-art review," Operational Research, Springer, vol. 19(3), pages 717-736, September.
    3. Şeyda Gür & Tamer Eren, 2018. "Scheduling and Planning in Service Systems with Goal Programming: Literature Review," Mathematics, MDPI, vol. 6(11), pages 1-16, November.
    4. Aouni, Belaid & Kettani, Ossama, 2001. "Goal programming model: A glorious history and a promising future," European Journal of Operational Research, Elsevier, vol. 133(2), pages 225-231, January.
    5. Bilbao-Terol, Amelia & Arenas-Parra, Mar & Cañal-Fernández, Verónica, 2016. "A model based on Copula Theory for sustainable and social responsible investments," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 19(1), pages 55-76.
    6. Raja Jayaraman & Cinzia Colapinto & Danilo Liuzzi & Davide Torre, 2017. "Planning sustainable development through a scenario-based stochastic goal programming model," Operational Research, Springer, vol. 17(3), pages 789-805, October.
    7. Alireza Azimian & Belaid Aouni, 2017. "Supply chain management through the stochastic goal programming model," Annals of Operations Research, Springer, vol. 251(1), pages 351-365, April.
    8. Mila Bravo & Dylan Jones & David Pla-Santamaria & Francisco Salas-Molina, 2022. "Encompassing statistically unquantifiable randomness in goal programming: an application to portfolio selection," Operational Research, Springer, vol. 22(5), pages 5685-5706, November.
    9. Salo, Ahti & Doumpos, Michalis & Liesiö, Juuso & Zopounidis, Constantin, 2024. "Fifty years of portfolio optimization," European Journal of Operational Research, Elsevier, vol. 318(1), pages 1-18.
    10. Chowdary, Boppana V. & Slomp, Jannes, 2002. "Production planning under dynamic product environment: a multi-objective goal programming approach," Research Report 02A12, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    11. repec:dgr:rugsom:02a12 is not listed on IDEAS
    12. Belaid Aouni & Sheila McGillis & Mustafa Elkasih Abdulkarim, 2017. "Goal programming model for management accounting and auditing: a new typology," Annals of Operations Research, Springer, vol. 251(1), pages 41-54, April.
    13. Pendaraki, K. & Zopounidis, C. & Doumpos, M., 2005. "On the construction of mutual fund portfolios: A multicriteria methodology and an application to the Greek market of equity mutual funds," European Journal of Operational Research, Elsevier, vol. 163(2), pages 462-481, June.
    14. Arshia Kaul & Sugandha Aggarwal & Mohan Krishnamoorthy & P. C. Jha, 2018. "Multi-period media planning for multi-products incorporating segment specific and mass media," Annals of Operations Research, Springer, vol. 269(1), pages 317-359, October.
    15. Umar Muhammad Modibbo & Irfan Ali & Aquil Ahmed, 2021. "Multi-objective optimization modelling for analysing sustainable development goals of Nigeria: Agenda 2030," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(6), pages 9529-9563, June.
    16. Ho, William, 2008. "Integrated analytic hierarchy process and its applications - A literature review," European Journal of Operational Research, Elsevier, vol. 186(1), pages 211-228, April.
    17. Bhattacharya, U.K., 2009. "A chance constraints goal programming model for the advertising planning problem," European Journal of Operational Research, Elsevier, vol. 192(2), pages 382-395, January.
    18. Jayaraman, Raja & Colapinto, Cinzia & Torre, Davide La & Malik, Tufail, 2015. "Multi-criteria model for sustainable development using goal programming applied to the United Arab Emirates," Energy Policy, Elsevier, vol. 87(C), pages 447-454.
    19. Ballestero, Enrique & Bravo, Mila & Pérez-Gladish, Blanca & Arenas-Parra, Mar & Plà-Santamaria, David, 2012. "Socially Responsible Investment: A multicriteria approach to portfolio selection combining ethical and financial objectives," European Journal of Operational Research, Elsevier, vol. 216(2), pages 487-494.
    20. Jadidi, O. & Zolfaghari, S. & Cavalieri, S., 2014. "A new normalized goal programming model for multi-objective problems: A case of supplier selection and order allocation," International Journal of Production Economics, Elsevier, vol. 148(C), pages 158-165.
    21. Jang Ho Kim & Yongjae Lee & Woo Chang Kim & Frank J. Fabozzi, 2022. "Goal-based investing based on multi-stage robust portfolio optimization," Annals of Operations Research, Springer, vol. 313(2), pages 1141-1158, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:annopr:v:251:y:2017:i:1:d:10.1007_s10479-015-1829-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.