메뉴 건너뛰기




Volumn 18, Issue 6, 2002, Pages 497-514

Ant algorithm for single and multiobjective reliability optimization problems

Author keywords

Ant colony optimization; Multiobjective optimization; System reliability

Indexed keywords

ALGORITHMS; COSTS; OPTIMIZATION; PERTURBATION TECHNIQUES; PROBLEM SOLVING;

EID: 0036864141     PISSN: 07488017     EISSN: None     Source Type: Journal    
DOI: 10.1002/qre.499     Document Type: Article
Times cited : (68)

References (68)
  • 3
    • 0017524864 scopus 로고
    • Optimization techniques for systems reliability with redundancy-a review
    • Tillman F.A., Hwang C.L., Kuo W. Optimization techniques for systems reliability with redundancy-a review. IEEE Transactions on Reliability 1975; 26:148-155.
    • (1975) IEEE Transactions on Reliability , vol.26 , pp. 148-155
    • Tillman, F.A.1    Hwang, C.L.2    Kuo, W.3
  • 4
    • 0022072019 scopus 로고
    • Parametric programming applied to reliability optimization problems
    • Chern M.S. Parametric programming applied to reliability optimization problems. IEEE Transactions on Reliability 1985; 34:165-170.
    • (1985) IEEE Transactions on Reliability , vol.34 , pp. 165-170
    • Chern, M.S.1
  • 5
    • 0020942911 scopus 로고
    • Lagrange multiplier method for optimal reliability
    • Govil K.K., Agarwal R.A. Lagrange multiplier method for optimal reliability. Reliability Engineering 1983; 6:181-190.
    • (1983) Reliability Engineering , vol.6 , pp. 181-190
    • Govil, K.K.1    Agarwal, R.A.2
  • 6
    • 35048902854 scopus 로고
    • Optimization by integer programming of constrained reliability problems with several modes of failure
    • Tillman F.A. Optimization by integer programming of constrained reliability problems with several modes of failure. IEEE Transactions on Reliability 1969; 18(2):47-53.
    • (1969) IEEE Transactions on Reliability , vol.18 , Issue.2 , pp. 47-53
    • Tillman, F.A.1
  • 8
    • 0012067009 scopus 로고
    • Optimal apportionment of reliability and redundancy in series systems under multiple objectives
    • Dhingra A.K. Optimal apportionment of reliability and redundancy in series systems under multiple objectives. IEEE Transactions on Reliability 1987; 41:621-623.
    • (1987) IEEE Transactions on Reliability , vol.41 , pp. 621-623
    • Dhingra, A.K.1
  • 9
    • 0035272289 scopus 로고    scopus 로고
    • A new approach to solving problems of multi-state system reliability optimization
    • Levitin G., Lisnianski A. A new approach to solving problems of multi-state system reliability optimization. Quality and Reliability Engineering International 2001; 17(2):93-104.
    • (2001) Quality and Reliability Engineering International , vol.17 , Issue.2 , pp. 93-104
    • Levitin, G.1    Lisnianski, A.2
  • 10
    • 0017525232 scopus 로고
    • Determining component reliability and redundancy for optimum system reliability
    • Tillman F.A., Hwang C.L., Kuo W. Determining component reliability and redundancy for optimum system reliability. IEEE Transactions on Reliability 1977; 26(3): 162-165.
    • (1977) IEEE Transactions on Reliability , vol.26 , Issue.3 , pp. 162-165
    • Tillman, F.A.1    Hwang, C.L.2    Kuo, W.3
  • 11
    • 0025414258 scopus 로고
    • Optimization limits in improving system reliability
    • Xu Z., Kuo W., Lin H. Optimization limits in improving system reliability. IEEE Transactions on Reliability 1990; 39(1):51-60.
    • (1990) IEEE Transactions on Reliability , vol.39 , Issue.1 , pp. 51-60
    • Xu, Z.1    Kuo, W.2    Lin, H.3
  • 12
    • 0030241843 scopus 로고    scopus 로고
    • Genetic algorithm for nonlinear mixed integer programming problems and its applications
    • Yokota T., Gen M., Li Y.X. Genetic algorithm for nonlinear mixed integer programming problems and its applications. Computers and Industrial Engineering 1996; 30(4):905-917.
    • (1996) Computers and Industrial Engineering , vol.30 , Issue.4 , pp. 905-917
    • Yokota, T.1    Gen, M.2    Li, Y.X.3
  • 13
    • 0029324878 scopus 로고
    • Genetic algorithms in optimization of system reliability
    • Painton L., Campbell J. Genetic algorithms in optimization of system reliability. IEEE Transactions on Reliability 1995; 44:172-178.
    • (1995) IEEE Transactions on Reliability , vol.44 , pp. 172-178
    • Painton, L.1    Campbell, J.2
  • 14
    • 0001603462 scopus 로고
    • System reliability optimization with several failure modes by genetic algorithm
    • Ida K., Gen M., Yokota T. System reliability optimization with several failure modes by genetic algorithm. Japanese Journal of Fuzzy Theory and Systems 1995; 17(1): 119-132.
    • (1995) Japanese Journal of Fuzzy Theory and Systems , vol.17 , Issue.1 , pp. 119-132
    • Ida, K.1    Gen, M.2    Yokota, T.3
  • 15
    • 0017524176 scopus 로고
    • A heuristic method for determining optimal reliability allocation
    • Nakagawa Y., Nakashima K. A heuristic method for determining optimal reliability allocation. IEEE Transactions on Reliability 1977; 26:156-161.
    • (1977) IEEE Transactions on Reliability , vol.26 , pp. 156-161
    • Nakagawa, Y.1    Nakashima, K.2
  • 16
    • 0016495138 scopus 로고
    • Optimization of system reliability by a new nonlinear integer programming procedure
    • Luus R. Optimization of system reliability by a new nonlinear integer programming procedure. IEEE Transactions on Reliability 1975; 24:14-16.
    • (1975) IEEE Transactions on Reliability , vol.24 , pp. 14-16
    • Luus, R.1
  • 17
    • 0024143230 scopus 로고
    • Reliability optimization of complex systems using random search techniques
    • Mohan C., Shanker K. Reliability optimization of complex systems using random search techniques. Microelectronics and Reliability 1988; 28:513-518.
    • (1988) Microelectronics and Reliability , vol.28 , pp. 513-518
    • Mohan, C.1    Shanker, K.2
  • 18
    • 0030167877 scopus 로고    scopus 로고
    • Reliability optimization of series parallel systems using a genetic algorithm
    • Coit D.W., Smith A.E. Reliability optimization of series parallel systems using a genetic algorithm. IEEE Transactions on Reliability 1996; 45:254-260.
    • (1996) IEEE Transactions on Reliability , vol.45 , pp. 254-260
    • Coit, D.W.1    Smith, A.E.2
  • 19
    • 0002564026 scopus 로고
    • Use of a genetic algorithm to optimize a combinatorial reliability design problem
    • Schmeiser B.W., Uzsoy R. (eds.). The Institute of Industrial Engineers: Atlanta, G.A., 1995
    • Coit D.W., Smith A.E. Use of a genetic algorithm to optimize a combinatorial reliability design problem. Proceedings of Industrial Engineering Research Conference (IERC), 1995, Schmeiser B.W., Uzsoy R. (eds.). The Institute of Industrial Engineers: Atlanta, G.A., 1995; 467-472.
    • (1995) Proceedings of Industrial Engineering Research Conference (IERC) , pp. 467-472
    • Coit, D.W.1    Smith, A.E.2
  • 20
    • 0029272666 scopus 로고
    • Genetic-algorithm-based reliability optimization for computer network expansion
    • Kumar A., Pathak R.K., Gupta Y.P. Genetic-algorithm-based reliability optimization for computer network expansion. IEEE Transactions on Reliability 1995; 44:63-72.
    • (1995) IEEE Transactions on Reliability , vol.44 , pp. 63-72
    • Kumar, A.1    Pathak, R.K.2    Gupta, Y.P.3
  • 21
    • 0031167805 scopus 로고    scopus 로고
    • Non-equilibrium simulated annealing-algorithm applied to reliability optimization of complex systems
    • Ravi V., Murty B.S.N., Reddy P.J. Non-equilibrium simulated annealing-algorithm applied to reliability optimization of complex systems. IEEE Transactions on Reliability 1997; 46:233-239.
    • (1997) IEEE Transactions on Reliability , vol.46 , pp. 233-239
    • Ravi, V.1    Murty, B.S.N.2    Reddy, P.J.3
  • 22
    • 0034197692 scopus 로고    scopus 로고
    • An annotated overview of system-reliability optimization
    • Kuo W., Prasad V.R. An annotated overview of system-reliability optimization. IEEE Transactions on Reliability 2000; 49(2):176-187.
    • (2000) IEEE Transactions on Reliability , vol.49 , Issue.2 , pp. 176-187
    • Kuo, W.1    Prasad, V.R.2
  • 27
    • 0003401932 scopus 로고
    • Unpublished Doctoral Dissertation, Politecnico di Milano, Dipartimento di Elettronica, Italy, in Italian
    • Dorigo M. Optimization, learning and natural algorithms. Unpublished Doctoral Dissertation, Politecnico di Milano, Dipartimento di Elettronica, Italy, 1992 (in Italian).
    • (1992) Optimization, learning and natural algorithms
    • Dorigo, M.1
  • 30
    • 0031122887 scopus 로고    scopus 로고
    • Ant colony system: A cooperative teaming approach to the traveling salesman problem
    • Dorigo M., Gambardella L.M. Ant colony system: A cooperative teaming approach to the traveling salesman problem. IEEE Transactions on Evolutionary Computation 1997; 1:53-66.
    • (1997) IEEE Transactions on Evolutionary Computation , vol.1 , pp. 53-66
    • Dorigo, M.1    Gambardella, L.M.2
  • 32
    • 0034612523 scopus 로고    scopus 로고
    • Inspiration for optimization from social insect behavior
    • Bonabeau E., Dorigo M., Theraulaz G. Inspiration for optimization from social insect behavior. Nature 2000; 406:39-42.
    • (2000) Nature , vol.406 , pp. 39-42
    • Bonabeau, E.1    Dorigo, M.2    Theraulaz, G.3
  • 33
    • 0003386121 scopus 로고    scopus 로고
    • MAX-MIN ant system and local search for combinatorial optimization problems
    • Voß S., Martello S., Osman I.H., Roucairol C. (eds.). Kluwer Academic: Boston, M.A.
    • Stützle T., Hoos H. MAX-MIN ant system and local search for combinatorial optimization problems. Meta-heuristics: Advances and Trends in Local Search Paradigms for Optimization, Voß S., Martello S., Osman I.H., Roucairol C. (eds.). Kluwer Academic: Boston, M.A., 1998; 313-329.
    • (1998) Meta-heuristics: Advances and Trends in Local Search Paradigms for Optimization , pp. 313-329
    • Stützle, T.1    Hoos, H.2
  • 34
    • 0001467784 scopus 로고    scopus 로고
    • An ant approach to the flow shop problem
    • TH Darmstadt, Germany
    • Stützle T. An ant approach to the flow shop problem. Technical Report AIDA 97-07, TH Darmstadt, Germany, 1997.
    • (1997) Technical Report AIDA , vol.97 , Issue.7
    • Stützle, T.1
  • 35
    • 0031508899 scopus 로고    scopus 로고
    • Cooperative distributed search: The ants' way
    • Wodrich M., Bilchev G. Cooperative distributed search: The ants' way. Control and Cybernetics 1997; 26:413-445.
    • (1997) Control and Cybernetics , vol.26 , pp. 413-445
    • Wodrich, M.1    Bilchev, G.2
  • 36
    • 84958981421 scopus 로고
    • The ant colony metaphor for searching continuous design spaces
    • Fogarty T. (ed.). Springer: Berlin
    • Bilchev M., Parmee I. The Ant Colony Metaphor for Searching Continuous Design Spaces (Lecture Notes in Computer Science, vol. 993), Fogarty T. (ed.). Springer: Berlin, 1995; 25-39.
    • (1995) Lecture Notes in Computer Science , vol.993 , pp. 25-39
    • Bilchev, M.1    Parmee, I.2
  • 42
    • 0031534728 scopus 로고    scopus 로고
    • A multi-objective approach to constrained optimisation of gas supply networks: The COMOGA method
    • Surrey P.D., Radcliffe N.J. A multi-objective approach to constrained optimisation of gas supply networks: The COMOGA method. Control and Cybernetics 1997; 26:391.
    • (1997) Control and Cybernetics , vol.26 , pp. 391
    • Surrey, P.D.1    Radcliffe, N.J.2
  • 44
    • 0019583039 scopus 로고
    • Optimal reliability-design of a series-parallel system by a large-scale multiobjective optimization method
    • Sakawa M. Optimal reliability-design of a series-parallel system by a large-scale multiobjective optimization method. IEEE Transactions on Reliability 1981; 30:173-174.
    • (1981) IEEE Transactions on Reliability , vol.30 , pp. 173-174
    • Sakawa, M.1
  • 45
    • 0019582998 scopus 로고
    • Surrogate constraints algorithm for reliability optimization problem with two constraints
    • Nakagawa Y., Miyazaki S. Surrogate constraints algorithm for reliability optimization problem with two constraints. IEEE Transactions on Reliability 1981; 30:175-180.
    • (1981) IEEE Transactions on Reliability , vol.30 , pp. 175-180
    • Nakagawa, Y.1    Miyazaki, S.2
  • 46
    • 0025792594 scopus 로고
    • Multicriteria optimization for combined reliability and redundancy allocation in systems employing mixed redundancies
    • Misra K.B., Sharma U. Multicriteria optimization for combined reliability and redundancy allocation in systems employing mixed redundancies. Microelectronics and Reliability 1991; 31(2/3):323-335.
    • (1991) Microelectronics and Reliability , vol.31 , Issue.2-3 , pp. 323-335
    • Misra, K.B.1    Sharma, U.2
  • 47
    • 0026882492 scopus 로고
    • A decomposition method for optimization of system reliability
    • Li D., Haimes Y.Y. A decomposition method for optimization of system reliability. IEEE Transactions on Reliability 1992; 41:183-188.
    • (1992) IEEE Transactions on Reliability , vol.41 , pp. 183-188
    • Li, D.1    Haimes, Y.Y.2
  • 49
    • 0032141635 scopus 로고    scopus 로고
    • A multiobjective genetic local search algorithm and its application to flowshop scheduling
    • Ishibuchi H., Murata T. A multiobjective genetic local search algorithm and its application to flowshop scheduling. IEEE Transactions on Systems, Man and Cybernetics Part C 1998; 28(3):392-403.
    • (1998) IEEE Transactions on Systems, Man and Cybernetics Part C , vol.28 , Issue.3 , pp. 392-403
    • Ishibuchi, H.1    Murata, T.2
  • 51
    • 0001953837 scopus 로고
    • Genetic algorithms for multiobjective optimization: Formulation, discussion and generalization
    • Forrest S. (ed.). Morgan Kaufmann: San Mateo, CA
    • Fonseca C.M., Fleming P.J. Genetic algorithms for multiobjective optimization: formulation, discussion and generalization. Genetic Algorithms: Proceedings of the 5th International Conference, Forrest S. (ed.). Morgan Kaufmann: San Mateo, CA, 1993; 416-423.
    • (1993) Genetic Algorithms: Proceedings of the 5th International Conference , pp. 416-423
    • Fonseca, C.M.1    Fleming, P.J.2
  • 52
    • 0002629429 scopus 로고
    • An overview of evolutionary algorithms in multiobjective optimization
    • Fonseca C.M., Fleming P.J. An overview of evolutionary algorithms in multiobjective optimization. Evolutionary Computation 1995; 3(1):1-16.
    • (1995) Evolutionary Computation , vol.3 , Issue.1 , pp. 1-16
    • Fonseca, C.M.1    Fleming, P.J.2
  • 53
    • 0031698375 scopus 로고    scopus 로고
    • Multiobjective optimization and multiple constraint handling with evolutionary algorithms-Part II: Application example
    • Fonseca C.M., Fleming P.J. Multiobjective optimization and multiple constraint handling with evolutionary algorithms-Part II: Application example. IEEE Transactions on Systems, Man and Cybernetics Part A 1998; 28(1):38-47.
    • (1998) IEEE Transactions on Systems, Man and Cybernetics Part A , vol.28 , Issue.1 , pp. 38-47
    • Fonseca, C.M.1    Fleming, P.J.2
  • 55
    • 0000852513 scopus 로고
    • Multiobjective optimization using nondominated sorting in genetic algorithms
    • Srinivas N., Deb K. Multiobjective optimization using nondominated sorting in genetic algorithms. Evolutionary Computation 1994; 2(3):221-248.
    • (1994) Evolutionary Computation , vol.2 , Issue.3 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 56
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach
    • Zitzler E., Thiele L. Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach. IEEE Transactions on Evolutionary Computation 1999; 3(4): 1-14.
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.4 , pp. 1-14
    • Zitzler, E.1    Thiele, L.2
  • 58
    • 0012063651 scopus 로고
    • Heuristics for multiobjective combinatorial optimization by simulated annealing
    • Gu J., Chen G., Wei Q., Wang S. (eds.). Sci-Tech: UK
    • Ulungu E.L., Teghem J., Fortemps P. Heuristics for multiobjective combinatorial optimization by simulated annealing. Multiple Criteria Decision Making Theory and Application, Gu J., Chen G., Wei Q., Wang S. (eds.). Sci-Tech: UK, 1995; 228-238.
    • (1995) Multiple Criteria Decision Making Theory and Application , pp. 228-238
    • Ulungu, E.L.1    Teghem, J.2    Fortemps, P.3
  • 59
    • 85018104842 scopus 로고    scopus 로고
    • Pareto simulated annealing-a metaheuristic technique for multiple-objective combinatorial optimization
    • Czyzak P., Jaszkiewicz A. Pareto simulated annealing-a metaheuristic technique for multiple-objective combinatorial optimization. Journal of Multi-Criteria Decision Analysis 1998; 7:34-47.
    • (1998) Journal of Multi-Criteria Decision Analysis , vol.7 , pp. 34-47
    • Czyzak, P.1    Jaszkiewicz, A.2
  • 61
    • 38049069680 scopus 로고    scopus 로고
    • Multi-objective optimization by means of the thermodynamical genetic algorithm
    • Lecture Notes in Computer Science, Voigt H.-M., Ebeling W., Rechenberg I., Schwefel H.-P. (eds.). Springer: Berlin
    • Kita H., Yabumoto Y., Mori N., Nishikawa Y. Multi-objective optimization by means of the thermodynamical genetic algorithm. Parallel Problem Solving from Nature-IV (Lecture Notes in Computer Science, vol. 14), Voigt H.-M., Ebeling W., Rechenberg I., Schwefel H.-P. (eds.). Springer: Berlin, 1996; 505-512.
    • (1996) Parallel Problem Solving from Nature-IV , vol.14 , pp. 505-512
    • Kita, H.1    Yabumoto, Y.2    Mori, N.3    Nishikawa, Y.4
  • 62
    • 0012033710 scopus 로고    scopus 로고
    • Multi-objective ant algorithm for continuous function optimization: Combination of strength Pareto fitness assignment and thermodynamic clustering
    • Shelokar P.S., Adhikari S., Vakil R., Jayaraman V.K., Kulkarni B.D. Multi-objective ant algorithm for continuous function optimization: Combination of strength Pareto fitness assignment and thermodynamic clustering. Foundations of Computing and Decision Sciences 2000; 25(4):213-229.
    • (2000) Foundations of Computing and Decision Sciences , vol.25 , Issue.4 , pp. 213-229
    • Shelokar, P.S.1    Adhikari, S.2    Vakil, R.3    Jayaraman, V.K.4    Kulkarni, B.D.5
  • 64
    • 0028413196 scopus 로고
    • Constrained optimization via genetic algorithms
    • Homaifar A., Lai S.H.-V., Qi X. Constrained optimization via genetic algorithms. Simulation 1994; 62(4):242-254.
    • (1994) Simulation , vol.62 , Issue.4 , pp. 242-254
    • Homaifar, A.1    Lai, S.H.-V.2    Qi, X.3
  • 65
    • 0028602950 scopus 로고
    • On the use of nonstationary penalty functions to solve nonlinear constrained optimization problems with GAs
    • Michalewicz Z. (ed.). IEEE Press: Piscataway, NJ
    • Joines J.A., Houck C.R. On the use of nonstationary penalty functions to solve nonlinear constrained optimization problems with GAs. Proceedings of the Internal Conference on Evolutionary Computation, Michalewicz Z. (ed.). IEEE Press: Piscataway, NJ, 1994; 579-584.
    • (1994) Proceedings of the Internal Conference on Evolutionary Computation , pp. 579-584
    • Joines, J.A.1    Houck, C.R.2
  • 67
    • 25444524580 scopus 로고    scopus 로고
    • Evolutionary algorithms for constrained parameter optimization problems
    • Michalewicz Z., Schoenauer M. Evolutionary algorithms for constrained parameter optimization problems. Evolutionary Computation 1996; 4(1): 1-32.
    • (1996) Evolutionary Computation , vol.4 , Issue.1 , pp. 1-32
    • Michalewicz, Z.1    Schoenauer, M.2
  • 68
    • 0033729054 scopus 로고    scopus 로고
    • An efficient constraint handling method for genetic algorithms
    • Deb K. An efficient constraint handling method for genetic algorithms. Computer methods in Applied Mechanics and Engineering 2000; 186(3):311-328.
    • (2000) Computer methods in Applied Mechanics and Engineering , vol.186 , Issue.3 , pp. 311-328
    • Deb, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.