Interactive fuzzy stochastic multi-level 0–1 programming using tabu search and probability maximization
•Cooperative multi-level 0–1 programming problems involving random variable coefficients are considered.•New optimization criterion is constructed using tabu search and probability maximization.•An illustrative numerical example demonstrates the feasibility and efficiency of the proposed method. In...
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| Veröffentlicht in: | Expert systems with applications Jg. 41; H. 6; S. 2957 - 2963 |
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| Abstract | •Cooperative multi-level 0–1 programming problems involving random variable coefficients are considered.•New optimization criterion is constructed using tabu search and probability maximization.•An illustrative numerical example demonstrates the feasibility and efficiency of the proposed method.
In this paper, we consider interactive fuzzy programming for multi-level 0–1 programming problems involving random variable coefficients both in objective functions and constraints. Following the probability maximization model together with the concept of chance constraints, the formulated stochastic multi-level 0–1 programming problems are transformed into deterministic ones. Taking into account vagueness of judgments of the decision makers, we present interactive fuzzy programming. In the proposed interactive method, after determining the fuzzy goals of the decision makers at all levels, a satisfactory solution is derived efficiently by updating satisfactory levels of the decision makers with considerations of overall satisfactory balance among all levels. For solving the transformed deterministic problems efficiently, we also introduce novel tabu search for general 0–1 programming problems. A numerical example for a three-level 0–1 programming problem is provided to illustrate the proposed method. |
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| AbstractList | In this paper, we consider interactive fuzzy programming for multi-level 0-1 programming problems involving random variable coefficients both in objective functions and constraints. Following the probability maximization model together with the concept of chance constraints, the formulated stochastic multi-level 0-1 programming problems are transformed into deterministic ones. Taking into account vagueness of judgments of the decision makers, we present interactive fuzzy programming. In the proposed interactive method, after determining the fuzzy goals of the decision makers at all levels, a satisfactory solution is derived efficiently by updating satisfactory levels of the decision makers with considerations of overall satisfactory balance among all levels. For solving the transformed deterministic problems efficiently, we also introduce novel tabu search for general 0-1 programming problems. A numerical example for a three-level 0-1 programming problem is provided to illustrate the proposed method. •Cooperative multi-level 0–1 programming problems involving random variable coefficients are considered.•New optimization criterion is constructed using tabu search and probability maximization.•An illustrative numerical example demonstrates the feasibility and efficiency of the proposed method. In this paper, we consider interactive fuzzy programming for multi-level 0–1 programming problems involving random variable coefficients both in objective functions and constraints. Following the probability maximization model together with the concept of chance constraints, the formulated stochastic multi-level 0–1 programming problems are transformed into deterministic ones. Taking into account vagueness of judgments of the decision makers, we present interactive fuzzy programming. In the proposed interactive method, after determining the fuzzy goals of the decision makers at all levels, a satisfactory solution is derived efficiently by updating satisfactory levels of the decision makers with considerations of overall satisfactory balance among all levels. For solving the transformed deterministic problems efficiently, we also introduce novel tabu search for general 0–1 programming problems. A numerical example for a three-level 0–1 programming problem is provided to illustrate the proposed method. |
| Author | Matsui, Takeshi Sakawa, Masatoshi |
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| Cites_doi | 10.1016/S0377-2217(01)00273-9 10.1109/TSMC.1985.6313455 10.1016/0165-0114(95)00086-0 10.1016/j.fss.2004.04.003 10.1287/mnsc.13.9.672 10.1016/S0898-1221(98)00118-7 10.1287/mnsc.17.4.B141 10.1016/S0165-0114(01)00042-2 10.2307/1910956 10.1287/mnsc.6.1.73 10.1016/0165-0114(78)90031-3 10.1287/ijoc.2.1.4 10.1016/S0377-2217(02)00150-9 10.1109/TSMC.1987.289356 10.1016/S0377-2217(97)00296-8 10.1287/opre.11.1.18 10.1504/IJMCDM.2012.047846 10.1016/0305-0548(95)00007-9 10.1016/S0165-0114(99)00027-5 10.1287/ijoc.1.3.190 10.1002/mcda.322 |
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| Keywords | Multi-level programming 0–1 Programming Random variables Tabu search Interactive fuzzy programming Probability maximization Interactive programming Probabilistic approach Model following Decision making Updating Fuzzy programming Constrained optimization Stochastic programming Fuzzy logic Zero one programming 0-1 Programming Problem solving Fuzzy decision Objective function Deterministic approach Multilevel system Random variable Judgment |
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| References | Charnes, Cooper (b0015) 1963; 11 Sakawa, Nishizaki (b0105) 2009 Geoffrion (b0020) 1967; 13 Sakawa, Nishizaki, Uemura (b0130) 2002; 141 Lai (b0050) 1996; 77 Sakawa (b0060) 1993 Sakawa (b0070) 2002 Sakawa (b0075) 2013 Sakawa, Nishizaki (b0100) 2002; 125 Charnes, Cooper (b0010) 1959; 6 Sakawa, Kato (b0085) 2008 Shimizu, Ishizuka, Bard (b0155) 1997 Sakawa, Nishizaki (b0110) 2012; 2 Sakawa, Kato (b0080) 2002; 11 Bellman, Zadeh (b0005) 1970; 17 Glover (b0030) 1990; 2 Sakawa, Yano, Nishizaki (b0140) 2013 Sakawa, Kato, Katagiri (b0090) 2004; 146 Hanafi, Freville (b0040) 1998; 106 Sakawa, Nishizaki, Uemura (b0120) 1998; 36 Sakawa, Nishizaki, Uemura (b0125) 2000; 115 Glover, Laguna (b0035) 1997 Zimmermann (b0160) 1978; 1 Shih, Lai, Lee (b0150) 1996; 23 Sakawa (b0065) 2001 Sakawa, Yano, Yumine (b0145) 1987; SMC-17 Kataoka (b0045) 1963; 31 Glover (b0025) 1989; 1 Sakawa, Yano (b0135) 1985; SMC-15 Sakawa, Kato, Nishizaki (b0095) 2003; 145 Sakawa, Nishizaki, Katagiri (b0115) 2011 Kataoka (10.1016/j.eswa.2013.10.027_b0045) 1963; 31 Sakawa (10.1016/j.eswa.2013.10.027_b0110) 2012; 2 Sakawa (10.1016/j.eswa.2013.10.027_b0115) 2011 Glover (10.1016/j.eswa.2013.10.027_b0030) 1990; 2 Sakawa (10.1016/j.eswa.2013.10.027_b0080) 2002; 11 Bellman (10.1016/j.eswa.2013.10.027_b0005) 1970; 17 Geoffrion (10.1016/j.eswa.2013.10.027_b0020) 1967; 13 Shih (10.1016/j.eswa.2013.10.027_b0150) 1996; 23 Shimizu (10.1016/j.eswa.2013.10.027_b0155) 1997 Sakawa (10.1016/j.eswa.2013.10.027_b0120) 1998; 36 Zimmermann (10.1016/j.eswa.2013.10.027_b0160) 1978; 1 Charnes (10.1016/j.eswa.2013.10.027_b0015) 1963; 11 Glover (10.1016/j.eswa.2013.10.027_b0025) 1989; 1 Sakawa (10.1016/j.eswa.2013.10.027_b0075) 2013 Sakawa (10.1016/j.eswa.2013.10.027_b0130) 2002; 141 Sakawa (10.1016/j.eswa.2013.10.027_b0140) 2013 Sakawa (10.1016/j.eswa.2013.10.027_b0100) 2002; 125 Sakawa (10.1016/j.eswa.2013.10.027_b0090) 2004; 146 Sakawa (10.1016/j.eswa.2013.10.027_b0095) 2003; 145 Sakawa (10.1016/j.eswa.2013.10.027_b0085) 2008 Hanafi (10.1016/j.eswa.2013.10.027_b0040) 1998; 106 Sakawa (10.1016/j.eswa.2013.10.027_b0105) 2009 Charnes (10.1016/j.eswa.2013.10.027_b0010) 1959; 6 Sakawa (10.1016/j.eswa.2013.10.027_b0145) 1987; SMC-17 Lai (10.1016/j.eswa.2013.10.027_b0050) 1996; 77 Sakawa (10.1016/j.eswa.2013.10.027_b0070) 2002 Sakawa (10.1016/j.eswa.2013.10.027_b0125) 2000; 115 Glover (10.1016/j.eswa.2013.10.027_b0035) 1997 Sakawa (10.1016/j.eswa.2013.10.027_b0065) 2001 Sakawa (10.1016/j.eswa.2013.10.027_b0060) 1993 Sakawa (10.1016/j.eswa.2013.10.027_b0135) 1985; SMC-15 |
| References_xml | – volume: 106 start-page: 659 year: 1998 end-page: 675 ident: b0040 article-title: An efficient tabu search approach for the 0-1 multidimensional knapsack problem publication-title: European Journal of Operational Research – year: 1997 ident: b0155 article-title: Nondifferentiable and two-level mathematical programming – volume: SMC-15 start-page: 720 year: 1985 end-page: 729 ident: b0135 article-title: Interactive fuzzy satisficing method using augmented minimax problems and its application to environmental systems publication-title: IEEE Transactions on Systems, Man and Cybernetics – volume: 36 start-page: 71 year: 1998 end-page: 86 ident: b0120 article-title: Interactive fuzzy programming for multi-level linear programming problems publication-title: Computers & Mathematics with Applications – volume: 2 start-page: 241 year: 2012 end-page: 266 ident: b0110 article-title: Interactive fuzzy programming for multi-level programming problems: A review publication-title: International Journal of Multicriteria Decision Making – volume: 115 start-page: 93 year: 2000 end-page: 103 ident: b0125 article-title: Interactive fuzzy programming for two-level linear fractional programming problems with fuzzy parameters publication-title: Fuzzy Sets and Systems – volume: SMC-17 start-page: 654 year: 1987 end-page: 661 ident: b0145 article-title: An interactive fuzzy satisficing method for multiobjective linear-programming problems and its application publication-title: IEEE Transactions on Systems, Man and Cybernetics – volume: 23 start-page: 73 year: 1996 end-page: 91 ident: b0150 article-title: Fuzzy approach for multi-level programming problems publication-title: Computers and Operations Research – year: 2001 ident: b0065 article-title: Genetic algorithms and fuzzy multiobjective optimization – volume: 1 start-page: 45 year: 1978 end-page: 55 ident: b0160 article-title: Fuzzy programming and linear programming with several objective functions publication-title: Fuzzy Sets and Systems – volume: 17 start-page: 141 year: 1970 end-page: 164 ident: b0005 article-title: Decision making in a fuzzy environment publication-title: Management Science – volume: 6 start-page: 73 year: 1959 end-page: 79 ident: b0010 article-title: Chance constrained programming publication-title: Management Science – year: 1993 ident: b0060 article-title: Fuzzy sets and interactive multiobjective optimization – volume: 11 start-page: 18 year: 1963 end-page: 39 ident: b0015 article-title: Deterministic equivalents for optimizing and satisficing under chance constraints publication-title: Operations Research – start-page: 171 year: 2002 end-page: 226 ident: b0070 article-title: Fuzzy multiobjective and multilevel optimization publication-title: Multiple criteria optimization–state of the art annotated bibliographic surveys – volume: 13 start-page: 672 year: 1967 end-page: 679 ident: b0020 article-title: Stochastic programming with aspiration or fractile criteria publication-title: Management Science – volume: 11 start-page: 125 year: 2002 end-page: 137 ident: b0080 article-title: An interactive fuzzy satisficing method for multiobjective stochastic linear programming problems using chance constrained conditions publication-title: Journal of Multi-Criteria Decision Analysis – volume: 31 start-page: 181 year: 1963 end-page: 196 ident: b0045 article-title: A stochastic programming model publication-title: Econometorica – start-page: 235 year: 2013 end-page: 271 ident: b0075 article-title: Fuzzy multiobjective optimization publication-title: Multicriteria decision aid and artificial intelligence: Links, theory, and applications – volume: 141 start-page: 167 year: 2002 end-page: 185 ident: b0130 article-title: A decentralized two-level transportation problem in a housing material manufacturer–interactive fuzzy programming approach publication-title: European Journal of Operational Research – volume: 2 start-page: 4 year: 1990 end-page: 32 ident: b0030 article-title: Tabu search – part 2 publication-title: ORSA Journal of Computing – start-page: 375 year: 2008 end-page: 408 ident: b0085 article-title: Interactive fuzzy multi-objective stochastic linear programming publication-title: Fuzzy multi-criteria decision making–theory and applications with recent developments – year: 1997 ident: b0035 article-title: Tabu search – volume: 77 start-page: 321 year: 1996 end-page: 335 ident: b0050 article-title: Hierarchical optimization: A satisfactory solution publication-title: Fuzzy Sets and Systems – year: 2013 ident: b0140 article-title: Linear and multiobjective programming with fuzzy stochastic extensions – year: 2011 ident: b0115 article-title: Fuzzy stochastic multiobjective programming – volume: 125 start-page: 301 year: 2002 end-page: 315 ident: b0100 article-title: Interactive fuzzy programming for decentralized two-level linear programming problems publication-title: Fuzzy Sets and Systems – volume: 145 start-page: 665 year: 2003 end-page: 672 ident: b0095 article-title: An interactive fuzzy satisficing method for multiobjective stochastic linear programming problems through an expectation model publication-title: European Journal of Operational Research – volume: 146 start-page: 205 year: 2004 end-page: 220 ident: b0090 article-title: An interactive fuzzy satisficing method for multiobjective linear programming problems with random variable coefficients through a probability maximization model publication-title: Fuzzy Sets and Systems – year: 2009 ident: b0105 article-title: Cooperative and noncooperative multi-level programming – volume: 1 start-page: 190 year: 1989 end-page: 206 ident: b0025 article-title: Tabu search – part 1 publication-title: ORSA Journal of Computing – volume: 141 start-page: 167 issue: 1 year: 2002 ident: 10.1016/j.eswa.2013.10.027_b0130 article-title: A decentralized two-level transportation problem in a housing material manufacturer–interactive fuzzy programming approach publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(01)00273-9 – volume: SMC-15 start-page: 720 issue: 6 year: 1985 ident: 10.1016/j.eswa.2013.10.027_b0135 article-title: Interactive fuzzy satisficing method using augmented minimax problems and its application to environmental systems publication-title: IEEE Transactions on Systems, Man and Cybernetics doi: 10.1109/TSMC.1985.6313455 – year: 1997 ident: 10.1016/j.eswa.2013.10.027_b0155 – volume: 77 start-page: 321 issue: 3 year: 1996 ident: 10.1016/j.eswa.2013.10.027_b0050 article-title: Hierarchical optimization: A satisfactory solution publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(95)00086-0 – volume: 146 start-page: 205 issue: 2 year: 2004 ident: 10.1016/j.eswa.2013.10.027_b0090 article-title: An interactive fuzzy satisficing method for multiobjective linear programming problems with random variable coefficients through a probability maximization model publication-title: Fuzzy Sets and Systems doi: 10.1016/j.fss.2004.04.003 – volume: 13 start-page: 672 year: 1967 ident: 10.1016/j.eswa.2013.10.027_b0020 article-title: Stochastic programming with aspiration or fractile criteria publication-title: Management Science doi: 10.1287/mnsc.13.9.672 – volume: 36 start-page: 71 issue: 2 year: 1998 ident: 10.1016/j.eswa.2013.10.027_b0120 article-title: Interactive fuzzy programming for multi-level linear programming problems publication-title: Computers & Mathematics with Applications doi: 10.1016/S0898-1221(98)00118-7 – volume: 17 start-page: 141 issue: 4 year: 1970 ident: 10.1016/j.eswa.2013.10.027_b0005 article-title: Decision making in a fuzzy environment publication-title: Management Science doi: 10.1287/mnsc.17.4.B141 – year: 2009 ident: 10.1016/j.eswa.2013.10.027_b0105 – year: 2011 ident: 10.1016/j.eswa.2013.10.027_b0115 – volume: 125 start-page: 301 issue: 3 year: 2002 ident: 10.1016/j.eswa.2013.10.027_b0100 article-title: Interactive fuzzy programming for decentralized two-level linear programming problems publication-title: Fuzzy Sets and Systems doi: 10.1016/S0165-0114(01)00042-2 – volume: 31 start-page: 181 issue: 1–2 year: 1963 ident: 10.1016/j.eswa.2013.10.027_b0045 article-title: A stochastic programming model publication-title: Econometorica doi: 10.2307/1910956 – volume: 6 start-page: 73 issue: 1 year: 1959 ident: 10.1016/j.eswa.2013.10.027_b0010 article-title: Chance constrained programming publication-title: Management Science doi: 10.1287/mnsc.6.1.73 – year: 1997 ident: 10.1016/j.eswa.2013.10.027_b0035 – year: 1993 ident: 10.1016/j.eswa.2013.10.027_b0060 – start-page: 375 year: 2008 ident: 10.1016/j.eswa.2013.10.027_b0085 article-title: Interactive fuzzy multi-objective stochastic linear programming – year: 2001 ident: 10.1016/j.eswa.2013.10.027_b0065 – volume: 1 start-page: 45 issue: 1 year: 1978 ident: 10.1016/j.eswa.2013.10.027_b0160 article-title: Fuzzy programming and linear programming with several objective functions publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(78)90031-3 – volume: 2 start-page: 4 year: 1990 ident: 10.1016/j.eswa.2013.10.027_b0030 article-title: Tabu search – part 2 publication-title: ORSA Journal of Computing doi: 10.1287/ijoc.2.1.4 – volume: 145 start-page: 665 issue: 3 year: 2003 ident: 10.1016/j.eswa.2013.10.027_b0095 article-title: An interactive fuzzy satisficing method for multiobjective stochastic linear programming problems through an expectation model publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(02)00150-9 – volume: SMC-17 start-page: 654 issue: 4 year: 1987 ident: 10.1016/j.eswa.2013.10.027_b0145 article-title: An interactive fuzzy satisficing method for multiobjective linear-programming problems and its application publication-title: IEEE Transactions on Systems, Man and Cybernetics doi: 10.1109/TSMC.1987.289356 – volume: 106 start-page: 659 issue: 2–3 year: 1998 ident: 10.1016/j.eswa.2013.10.027_b0040 article-title: An efficient tabu search approach for the 0-1 multidimensional knapsack problem publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(97)00296-8 – volume: 11 start-page: 18 year: 1963 ident: 10.1016/j.eswa.2013.10.027_b0015 article-title: Deterministic equivalents for optimizing and satisficing under chance constraints publication-title: Operations Research doi: 10.1287/opre.11.1.18 – year: 2013 ident: 10.1016/j.eswa.2013.10.027_b0140 – volume: 2 start-page: 241 issue: 3 year: 2012 ident: 10.1016/j.eswa.2013.10.027_b0110 article-title: Interactive fuzzy programming for multi-level programming problems: A review publication-title: International Journal of Multicriteria Decision Making doi: 10.1504/IJMCDM.2012.047846 – volume: 23 start-page: 73 issue: 1 year: 1996 ident: 10.1016/j.eswa.2013.10.027_b0150 article-title: Fuzzy approach for multi-level programming problems publication-title: Computers and Operations Research doi: 10.1016/0305-0548(95)00007-9 – start-page: 171 year: 2002 ident: 10.1016/j.eswa.2013.10.027_b0070 article-title: Fuzzy multiobjective and multilevel optimization – volume: 115 start-page: 93 issue: 1 year: 2000 ident: 10.1016/j.eswa.2013.10.027_b0125 article-title: Interactive fuzzy programming for two-level linear fractional programming problems with fuzzy parameters publication-title: Fuzzy Sets and Systems doi: 10.1016/S0165-0114(99)00027-5 – volume: 1 start-page: 190 year: 1989 ident: 10.1016/j.eswa.2013.10.027_b0025 article-title: Tabu search – part 1 publication-title: ORSA Journal of Computing doi: 10.1287/ijoc.1.3.190 – start-page: 235 year: 2013 ident: 10.1016/j.eswa.2013.10.027_b0075 article-title: Fuzzy multiobjective optimization – volume: 11 start-page: 125 issue: 3 year: 2002 ident: 10.1016/j.eswa.2013.10.027_b0080 article-title: An interactive fuzzy satisficing method for multiobjective stochastic linear programming problems using chance constrained conditions publication-title: Journal of Multi-Criteria Decision Analysis doi: 10.1002/mcda.322 |
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| Snippet | •Cooperative multi-level 0–1 programming problems involving random variable coefficients are considered.•New optimization criterion is constructed using tabu... In this paper, we consider interactive fuzzy programming for multi-level 0-1 programming problems involving random variable coefficients both in objective... |
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| SubjectTerms | 0–1 Programming Applied sciences Computer science; control theory; systems Computer systems and distributed systems. User interface Decision making Decision theory. Utility theory Exact sciences and technology Fuzzy Fuzzy logic Fuzzy set theory Interactive Interactive fuzzy programming Mathematical models Mathematical programming Maximization Multi-level programming Operational research and scientific management Operational research. Management science Probability maximization Programming Random variables Software Tabu search |
| Title | Interactive fuzzy stochastic multi-level 0–1 programming using tabu search and probability maximization |
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