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Volumn 3, Issue 6, 2008, Pages 644-672

Application of ant colony optimisation algorithms in solving facility layout problems formulated as quadratic assignment problems: A review

Author keywords

ACO; Ant colony optimisation; Facility layout optimisation; Metaheuristics; QAPs; Quadratic assignment problems

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMBINATORIAL OPTIMIZATION; HEURISTIC ALGORITHMS; HEURISTIC METHODS; PLANT LAYOUT;

EID: 67349281123     PISSN: 17485037     EISSN: 17485045     Source Type: Journal    
DOI: 10.1504/IJISE.2008.020679     Document Type: Review
Times cited : (42)

References (111)
  • 2
    • 33646499690 scopus 로고    scopus 로고
    • On the exact solution of a facility layout problem
    • Amaral, A.R.S. (2007) 'On the exact solution of a facility layout problem', European Journal of Operational Research, Vol. 173, No. 2, pp.508-518.
    • (2007) European Journal of Operational Research , vol.173 , Issue.2 , pp. 508-518
    • Amaral, A.R.S.1
  • 4
    • 0032134718 scopus 로고    scopus 로고
    • Dynamic layout algorithms: A state-of-the-art survey
    • Balakrishnan, J. and Cheng, C.H. (1998) 'Dynamic layout algorithms: A state-of-the-art survey', Omega, Vol. 26, No. 4, pp.507-521.
    • (1998) Omega , vol.26 , Issue.4 , pp. 507-521
    • Balakrishnan, J.1    Cheng, C.H.2
  • 6
    • 27844552850 scopus 로고    scopus 로고
    • An ant colony algorithm for solving budget constrained and unconstrained dynamic facility layout problems
    • Baykasoglu, A., Dereli, T. and Sabuncu, I. (2006) 'An ant colony algorithm for solving budget constrained and unconstrained dynamic facility layout problems', Omega, Vol. 34, pp.385-396.
    • (2006) Omega , vol.34 , pp. 385-396
    • Baykasoglu, A.1    Dereli, T.2    Sabuncu, I.3
  • 9
    • 28944442854 scopus 로고    scopus 로고
    • Blesa, M. and Blum, C. (2004) 'Ant colony optimization for the maximum edge-disjoint paths problem', Applications of Evolutionary Computing Proceedings of EvoWorkshop 2004, pp.160-169.
    • Blesa, M. and Blum, C. (2004) 'Ant colony optimization for the maximum edge-disjoint paths problem', Applications of Evolutionary Computing Proceedings of EvoWorkshop 2004, pp.160-169.
  • 10
    • 28944454561 scopus 로고    scopus 로고
    • Ant colony optimization: Introduction and recent trends
    • Blum, C. (2005a) 'Ant colony optimization: Introduction and recent trends', Physics of Life Reviews, Vol. 2, pp.353-373.
    • (2005) Physics of Life Reviews , vol.2 , pp. 353-373
    • Blum, C.1
  • 11
    • 9544220684 scopus 로고    scopus 로고
    • Beam ACO - hybridizing ant colony optimization with beam search: An application to open shop scheduling
    • Blum, C. (2005b) 'Beam ACO - hybridizing ant colony optimization with beam search: An application to open shop scheduling', Computers and Operational Research, Vol. 32, No. 6, pp.1565-1591.
    • (2005) Computers and Operational Research , vol.32 , Issue.6 , pp. 1565-1591
    • Blum, C.1
  • 12
    • 18744404504 scopus 로고    scopus 로고
    • An ant colony optimization algorithm for job shop scheduling problems
    • Blum, C. and Sampels, M. (2004) 'An ant colony optimization algorithm for job shop scheduling problems', Journal of Mathematical Modeling and Algorithms, Vol. 3, No. 3, pp.285-308.
    • (2004) Journal of Mathematical Modeling and Algorithms , vol.3 , Issue.3 , pp. 285-308
    • Blum, C.1    Sampels, M.2
  • 13
    • 0031175532 scopus 로고    scopus 로고
    • A reexamination of the distance-based facility layout problem
    • Bozer, Y.A. and Meller, R.D. (1997) 'A reexamination of the distance-based facility layout problem', IEEE Transactions, Vol. 29, No. 7, pp.549-560.
    • (1997) IEEE Transactions , vol.29 , Issue.7 , pp. 549-560
    • Bozer, Y.A.1    Meller, R.D.2
  • 14
    • 0028465790 scopus 로고
    • An improvement-type layout algorithm for single and multiple-floor facilities
    • Bozer, Y.A., Meller, R.D. and Erlebacher, S.J. (1994) 'An improvement-type layout algorithm for single and multiple-floor facilities', Management Science, Vol. 40, No. 7, pp.918-932.
    • (1994) Management Science , vol.40 , Issue.7 , pp. 918-932
    • Bozer, Y.A.1    Meller, R.D.2    Erlebacher, S.J.3
  • 15
    • 68149129837 scopus 로고    scopus 로고
    • A unified view on metaheuristics and their hybridization
    • S. Olariu and A.Y. Zomaya Eds, Boca Raton: Chapman & Hall/CRC, Taylor & Francis Group
    • Branke, J., Stein, M. and Schmeck, H. (2006) 'A unified view on metaheuristics and their hybridization', in S. Olariu and A.Y. Zomaya (Eds). Handbook of Bioinspired Algorithms and Applications, Boca Raton: Chapman & Hall/CRC, Taylor & Francis Group.
    • (2006) Handbook of Bioinspired Algorithms and Applications
    • Branke, J.1    Stein, M.2    Schmeck, H.3
  • 16
    • 33750226665 scopus 로고    scopus 로고
    • Finding maximum cliques with distributed ants
    • Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2004
    • Bui, T.N. and Rizzo, J.R. (2004) 'Finding maximum cliques with distributed ants', Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2004). Lecture Notes in Computer Science Vol. 3102, pp.24-35.
    • (2004) Lecture Notes in Computer Science , vol.3102 , pp. 24-35
    • Bui, T.N.1    Rizzo, J.R.2
  • 17
    • 0021481361 scopus 로고
    • A thermodynamically motivated simulation procedure for combinatorial optimization problems
    • Burkard, R.E. and Rendl, F. (1984) 'A thermodynamically motivated simulation procedure for combinatorial optimization problems', European Journal of Operational Research, Vol. 17, No. 2, pp.169-174.
    • (1984) European Journal of Operational Research , vol.17 , Issue.2 , pp. 169-174
    • Burkard, R.E.1    Rendl, F.2
  • 19
    • 0035421480 scopus 로고    scopus 로고
    • Computational aspects of the facility layout design problem
    • Cacetta, L. and Kusumah, Y. (2001) 'Computational aspects of the facility layout design problem', Nonlinear Analysis, Vol. 47, No. 8, pp.5599-5610.
    • (2001) Nonlinear Analysis , vol.47 , Issue.8 , pp. 5599-5610
    • Cacetta, L.1    Kusumah, Y.2
  • 20
  • 22
    • 68149108709 scopus 로고    scopus 로고
    • Introduction to Metaheuristics and Swarm Intelligence
    • Penn State Great Valley
    • Cedeño, W. (2006) Introduction to Metaheuristics and Swarm Intelligence, Lecture Notes, Penn State Great Valley.
    • (2006) Lecture Notes
    • Cedeño, W.1
  • 24
    • 0032050758 scopus 로고    scopus 로고
    • Intelligent local search strategies for solving facility layout problems with the quadratic assignment problem formulation
    • Chiang, W.C. and Chiang, C. (1998) 'Intelligent local search strategies for solving facility layout problems with the quadratic assignment problem formulation', European Journal of Operational Research, Vol. 106, Nos. 2-3, pp.457-488.
    • (1998) European Journal of Operational Research , vol.106 , Issue.2-3 , pp. 457-488
    • Chiang, W.C.1    Chiang, C.2
  • 25
    • 0029370662 scopus 로고
    • Heuristics for a new model of facility layout
    • Cimikowski, R. and Mooney, E. (1995) 'Heuristics for a new model of facility layout', Computers Industrial Engineering, Vol. 29, No. 1, pp.273-277.
    • (1995) Computers Industrial Engineering , vol.29 , Issue.1 , pp. 273-277
    • Cimikowski, R.1    Mooney, E.2
  • 26
    • 0025699777 scopus 로고
    • An improved annealing scheme for the QAP
    • Connolly, D.T. (1990) 'An improved annealing scheme for the QAP', European Journal of Operational Research, Vol. 46, No. 1, pp.93-100.
    • (1990) European Journal of Operational Research , vol.46 , Issue.1 , pp. 93-100
    • Connolly, D.T.1
  • 27
    • 17644410562 scopus 로고    scopus 로고
    • A review on the ant colony optimization metaheuristic: Basis, models and new trends
    • Cordón, O., Herrera, F. and Stützle, T. (2002) 'A review on the ant colony optimization metaheuristic: Basis, models and new trends', Mathware and Soft Computing, Vol. 9, Nos. 2-3, pp.141-175.
    • (2002) Mathware and Soft Computing , vol.9 , Issue.2-3 , pp. 141-175
    • Cordón, O.1    Herrera, F.2    Stützle, T.3
  • 28
    • 3142737262 scopus 로고    scopus 로고
    • Ant colony optimisation for machine layout problems
    • Corry, P. and Kozan, E. (2004) 'Ant colony optimisation for machine layout problems', Computational Optimization and Applications, Vol. 28, No. 3, pp.287-310.
    • (2004) Computational Optimization and Applications , vol.28 , Issue.3 , pp. 287-310
    • Corry, P.1    Kozan, E.2
  • 30
    • 0030653873 scopus 로고    scopus 로고
    • A scatter search based approach for the quadratic assignment problem
    • T. Baeck, Z. Michalewicz and X. Yao Eds, IEEE Press, pp
    • Cung, V.D., Mautor, T., Michelon, P. and Tavares, A. (1997) 'A scatter search based approach for the quadratic assignment problem', in T. Baeck, Z. Michalewicz and X. Yao (Eds). Proceedings of ICEC'97, IEEE Press, pp.165-170.
    • (1997) Proceedings of ICEC'97 , pp. 165-170
    • Cung, V.D.1    Mautor, T.2    Michelon, P.3    Tavares, A.4
  • 31
    • 33845405527 scopus 로고    scopus 로고
    • Optimization of the quadratic assignment problem using an ant colony algorithm
    • Demirel, N.C. and Toksari, M.D. (2006) 'Optimization of the quadratic assignment problem using an ant colony algorithm', Applied Mathematics and Computation, Vol. 183, No. 1, pp.427-435.
    • (2006) Applied Mathematics and Computation , vol.183 , Issue.1 , pp. 427-435
    • Demirel, N.C.1    Toksari, M.D.2
  • 33
    • 4444232979 scopus 로고    scopus 로고
    • Pareto ant colony optimization: A metaheuristic approach to multiobjective portfolio selection
    • Doerner, K., Gutjahr, W.J., Hartl, R.F., Strauss, C. and Stummer, C. (2004) 'Pareto ant colony optimization: A metaheuristic approach to multiobjective portfolio selection', Annals of Operations Research Vol. 131, pp.79-99.
    • (2004) Annals of Operations Research , vol.131 , pp. 79-99
    • Doerner, K.1    Gutjahr, W.J.2    Hartl, R.F.3    Strauss, C.4    Stummer, C.5
  • 34
    • 0003401932 scopus 로고
    • PhD Thesis, Dipartimento di Elettronica, Politecnico di Milano, Italy
    • Dorigo, M. (1992) 'Optimization, learning and natural algorithms', PhD Thesis, Dipartimento di Elettronica, Politecnico di Milano, Italy.
    • (1992) Optimization, learning and natural algorithms
    • Dorigo, M.1
  • 35
    • 27644543634 scopus 로고    scopus 로고
    • Ant colony optimization theory: A survey
    • Dorigo, M. and Blum, C. (2005) 'Ant colony optimization theory: A survey', Theoretical Computer Science, Vol. 344, Nos. 2-3, pp.243-278.
    • (2005) Theoretical Computer Science , vol.344 , Issue.2-3 , pp. 243-278
    • Dorigo, M.1    Blum, C.2
  • 36
    • 0031122887 scopus 로고    scopus 로고
    • Ant colony system: A cooperative learning approach to the traveling salesman problem
    • Dorigo, M. and Gambardella, L.M. (1997) 'Ant colony system: A cooperative learning approach to the traveling salesman problem', IEEE Transactions on Evolutionary Computing, Vol. 1, No. 1, pp.53-66.
    • (1997) IEEE Transactions on Evolutionary Computing , vol.1 , Issue.1 , pp. 53-66
    • Dorigo, M.1    Gambardella, L.M.2
  • 37
    • 0033084695 scopus 로고    scopus 로고
    • Ant algorithms for discrete optimization
    • Dorigo, M., Di Caro, G. and Gambardella, L.M. (1999) 'Ant algorithms for discrete optimization', Artificial Life, Vol. 5, No. 2, pp.137-172.
    • (1999) Artificial Life , vol.5 , Issue.2 , pp. 137-172
    • Dorigo, M.1    Di Caro, G.2    Gambardella, L.M.3
  • 38
    • 0004061426 scopus 로고
    • Positive feedback as a search strategy
    • Technical Report 91-016, Dipartimento Elettronica, Politecnico di Milano, Italy
    • Dorigo, M., Maniezzo, V. and Colorni, A. (1991) 'Positive feedback as a search strategy', Technical Report 91-016, Dipartimento Elettronica, Politecnico di Milano, Italy.
    • (1991)
    • Dorigo, M.1    Maniezzo, V.2    Colorni, A.3
  • 40
    • 33746372113 scopus 로고    scopus 로고
    • The quadratic assignment problem in the context of the printed circuit board assembly process
    • Duman, E. and Or, I. (2007) 'The quadratic assignment problem in the context of the printed circuit board assembly process', Computers and Operations Research, Vol. 34, No. 1, pp.163-179.
    • (2007) Computers and Operations Research , vol.34 , Issue.1 , pp. 163-179
    • Duman, E.1    Or, I.2
  • 41
    • 6344229867 scopus 로고    scopus 로고
    • A genetic algorithm for facility layout problems of different manufacturing environments
    • El-Baz, M.A. (2004) 'A genetic algorithm for facility layout problems of different manufacturing environments', Computers and Industrial Engineering, Vol. 47, Nos. 2-3, pp.233-246.
    • (2004) Computers and Industrial Engineering , vol.47 , Issue.2-3 , pp. 233-246
    • El-Baz, M.A.1
  • 42
    • 0036682205 scopus 로고    scopus 로고
    • Comparing an ACO algorithm with other heuristics for single machine scheduling problem with sequence-dependent setup times
    • Gagné, C., Price, W.L. and Gravel, M. (2002) 'Comparing an ACO algorithm with other heuristics for single machine scheduling problem with sequence-dependent setup times', Journal of Operational Research Society, Vol. 53, No. 8, pp.895-906.
    • (2002) Journal of Operational Research Society , vol.53 , Issue.8 , pp. 895-906
    • Gagné, C.1    Price, W.L.2    Gravel, M.3
  • 44
    • 0038546313 scopus 로고    scopus 로고
    • Ant colony system hybridized with a new local search for the sequential ordering problem
    • Gambardella, L.M. and Dorigo, M. (2000) 'Ant colony system hybridized with a new local search for the sequential ordering problem', INFORMS Journal on Computing, Vol. 12, No. 3, pp.237-255.
    • (2000) INFORMS Journal on Computing , vol.12 , Issue.3 , pp. 237-255
    • Gambardella, L.M.1    Dorigo, M.2
  • 46
    • 0001834106 scopus 로고    scopus 로고
    • MACS-VRPTW: A multiple ant colony system for vehicle routing problems with time windows
    • D. Corne, M. Dorigo and F. Glover Eds, London: McGraw-Hill, pp
    • Gambardella, L.M., Taillard, E.D. and Agazzi, G. (1999a) 'MACS-VRPTW: A multiple ant colony system for vehicle routing problems with time windows', in D. Corne, M. Dorigo and F. Glover (Eds). New Ideas in Optimization, London: McGraw-Hill, pp.63-76.
    • (1999) New Ideas in Optimization , pp. 63-76
    • Gambardella, L.M.1    Taillard, E.D.2    Agazzi, G.3
  • 47
    • 0004214631 scopus 로고    scopus 로고
    • Ant colonies for the QAP
    • Technical Report 4-97, IDSIA, Lugano, Switzerland
    • Gambardella, L.M., Taillard, E.D. and Dorigo, M. (1997) 'Ant colonies for the QAP', Technical Report 4-97, IDSIA, Lugano, Switzerland.
    • (1997)
    • Gambardella, L.M.1    Taillard, E.D.2    Dorigo, M.3
  • 49
    • 0001703624 scopus 로고
    • Optimal and suboptimal algorithms for the quadratic assignment problem
    • Gilmore, P.C. (1962) 'Optimal and suboptimal algorithms for the quadratic assignment problem', Journal of the Society for Industrial and Applied Mathematics, Vol. 10, No. 2, pp.305-313.
    • (1962) Journal of the Society for Industrial and Applied Mathematics , vol.10 , Issue.2 , pp. 305-313
    • Gilmore, P.C.1
  • 53
    • 28944446977 scopus 로고    scopus 로고
    • Solving multi-objective permutation problems with population based ACO
    • Proceedings of the Second International Conference on Evolutionary Multi-criterion Optimization EMO 2003
    • Guntsch, M. and Middendorf, M. (2003) 'Solving multi-objective permutation problems with population based ACO', Proceedings of the Second International Conference on Evolutionary Multi-criterion Optimization (EMO 2003), Lecture Notes in Computer Science, Vol. 2636, pp.464-478.
    • (2003) Lecture Notes in Computer Science , vol.2636 , pp. 464-478
    • Guntsch, M.1    Middendorf, M.2
  • 54
    • 34250028379 scopus 로고    scopus 로고
    • Ant colony optimization for solving an industrial layout problem
    • Hani, Y., Amodeo, L., Yalaoui, F. and Chen, H. (2007) 'Ant colony optimization for solving an industrial layout problem', European Journal of Operational Research, Vol. 183, No. 2, pp.633-642.
    • (2007) European Journal of Operational Research , vol.183 , Issue.2 , pp. 633-642
    • Hani, Y.1    Amodeo, L.2    Yalaoui, F.3    Chen, H.4
  • 55
    • 27944450015 scopus 로고    scopus 로고
    • Solving job shop problem using ant colony optimization technique
    • Man and Cybernetics
    • Jain, P.K. and Sharma, P.K. (2005) 'Solving job shop problem using ant colony optimization technique', IEEE International Conference on Systems, Man and Cybernetics, Vol. 1, pp.288-292.
    • (2005) IEEE International Conference on Systems , vol.1 , pp. 288-292
    • Jain, P.K.1    Sharma, P.K.2
  • 56
    • 24144463821 scopus 로고    scopus 로고
    • Prediction of MHC Class II binders using the ant colony search strategy
    • Karpenko, O., Shi, J. and Dai, Y. (2005) 'Prediction of MHC Class II binders using the ant colony search strategy', Artificial Intelligence in Medicine, Vol. 35, Nos. 1-2, pp.147-156.
    • (2005) Artificial Intelligence in Medicine , vol.35 , Issue.1-2 , pp. 147-156
    • Karpenko, O.1    Shi, J.2    Dai, Y.3
  • 58
    • 0002384937 scopus 로고
    • Assignment problems and the location of economic activities
    • Koopmans, T.C. and Beckmann, M.J. (1957) 'Assignment problems and the location of economic activities', Econometrica, Vol. 25, pp.53-76.
    • (1957) Econometrica , vol.25 , pp. 53-76
    • Koopmans, T.C.1    Beckmann, M.J.2
  • 61
    • 0001388076 scopus 로고
    • CORELAP - computerized relationship layout planning
    • Lee, R. and Moore, J.M. (1967) 'CORELAP - computerized relationship layout planning', Journal of Industrial Engineering, Vol. 18, pp.195-200.
    • (1967) Journal of Industrial Engineering , vol.18 , pp. 195-200
    • Lee, R.1    Moore, J.M.2
  • 62
    • 40749109141 scopus 로고    scopus 로고
    • The impact of facility layout on overall remanufacturing system performance
    • Lim, H.H. and Noble, J.S. (2006) 'The impact of facility layout on overall remanufacturing system performance', International Journal of Industrial and Systems Engineering, Vol. 1, No. 3, pp.357-371.
    • (2006) International Journal of Industrial and Systems Engineering , vol.1 , Issue.3 , pp. 357-371
    • Lim, H.H.1    Noble, J.S.2
  • 67
    • 23344442798 scopus 로고    scopus 로고
    • Hybrid ant systems for the dynamic facility layout problem
    • McKendall, Jr., A.R. and Shang, J. (2004) 'Hybrid ant systems for the dynamic facility layout problem', Computers and Operations Research Vol. 33, No. 3, pp.790-803.
    • (2004) Computers and Operations Research , vol.33 , Issue.3 , pp. 790-803
    • McKendall Jr., A.R.1    Shang, J.2
  • 68
    • 0030169842 scopus 로고
    • A new simulated annealing algorithm for the facility layout problem
    • Meller, R.D. and Bozer, Y.A. (1995) 'A new simulated annealing algorithm for the facility layout problem', International Journal of Production Research, Vol. 34, No. 6, pp.1675-1692.
    • (1995) International Journal of Production Research , vol.34 , Issue.6 , pp. 1675-1692
    • Meller, R.D.1    Bozer, Y.A.2
  • 69
    • 33749834100 scopus 로고    scopus 로고
    • The facility layout problem: Recent and emerging trends and perspectives
    • Meller, R.D. and Gau, K.Y. (1996) 'The facility layout problem: Recent and emerging trends and perspectives', Journal of Manufacturing Systems, Vol. 15, No. 5, pp.351-366.
    • (1996) Journal of Manufacturing Systems , vol.15 , Issue.5 , pp. 351-366
    • Meller, R.D.1    Gau, K.Y.2
  • 71
    • 0036672003 scopus 로고    scopus 로고
    • An ant colony optimization for resource-constrained project scheduling
    • Merkle, D., Middendorf, M. and Schemeck, H. (2002) 'An ant colony optimization for resource-constrained project scheduling', IEEE Transactions on Evolutionary Computing, Vol. 6, No. 4, pp.333-346.
    • (2002) IEEE Transactions on Evolutionary Computing , vol.6 , Issue.4 , pp. 333-346
    • Merkle, D.1    Middendorf, M.2    Schemeck, H.3
  • 74
    • 28944439486 scopus 로고    scopus 로고
    • An ant colony algorithm for multiple sequence alignment in bioinformatics
    • D.W. Pearson, N.C. Steele and R.F. Albrecht Eds, Berlin: Springer, pp
    • Moss, J.D. and Johnson, C.G. (2003) 'An ant colony algorithm for multiple sequence alignment in bioinformatics', in D.W. Pearson, N.C. Steele and R.F. Albrecht (Eds). Artificial Neural Networks and Genetic Algorithms, Berlin: Springer, pp.182-186.
    • (2003) Artificial Neural Networks and Genetic Algorithms , pp. 182-186
    • Moss, J.D.1    Johnson, C.G.2
  • 77
    • 68149085052 scopus 로고    scopus 로고
    • Iterated fast local search algorithm for solving quadratic assignment problems
    • Available at:, Accessed on 15 July 2007
    • Ramkumar, A.A., Ponnambalam, S.G., Jawahar, N. and Suresh, R.K. (2007) 'Iterated fast local search algorithm for solving quadratic assignment problems', Robotics and Computer-Integrated Manufacturing, Available at: http://www.sciencedirect.com. Accessed on 15 July 2007.
    • (2007) Robotics and Computer-Integrated Manufacturing
    • Ramkumar, A.A.1    Ponnambalam, S.G.2    Jawahar, N.3    Suresh, R.K.4
  • 78
    • 0346009088 scopus 로고    scopus 로고
    • D-ants: Savings based ants divide and conquer the vehicle routing problems
    • Reimann, M., Doerner, K. and Hartl, R.F. (2004) 'D-ants: Savings based ants divide and conquer the vehicle routing problems', Computers and Operations Research, Vol. 31, No. 4, pp.563-591.
    • (2004) Computers and Operations Research , vol.31 , Issue.4 , pp. 563-591
    • Reimann, M.1    Doerner, K.2    Hartl, R.F.3
  • 82
    • 34247594331 scopus 로고    scopus 로고
    • Particle swarm and ant colony algorithms hybridized for improved continuous optimization
    • Shelokar, P.S., Siarry, P., Jayaraman, V.K. and Kulkarni, B.D. (2007) 'Particle swarm and ant colony algorithms hybridized for improved continuous optimization', Applied Metaheuristics and Computation, Vol. 188, No. 1, pp.129-142.
    • (2007) Applied Metaheuristics and Computation , vol.188 , Issue.1 , pp. 129-142
    • Shelokar, P.S.1    Siarry, P.2    Jayaraman, V.K.3    Kulkarni, B.D.4
  • 83
    • 25444462754 scopus 로고    scopus 로고
    • An ant colony optimization algorithm for the 2D and 3D hydrophobic polar protein folding problem
    • Shmygelska, A. and Hoos, H.H. (2005) 'An ant colony optimization algorithm for the 2D and 3D hydrophobic polar protein folding problem', BMC Bioinformatics, Vol. 6, No. 30, pp.1-22.
    • (2005) BMC Bioinformatics , vol.6 , Issue.30 , pp. 1-22
    • Shmygelska, A.1    Hoos, H.H.2
  • 87
    • 35248838786 scopus 로고    scopus 로고
    • Ant algorithms for the university course timetabling problem with regard to the state-of-the-art
    • Socha, K., Sampels, M. and Manfrin, M. (2003) 'Ant algorithms for the university course timetabling problem with regard to the state-of-the-art', Proceedings of EvoWorkshop, pp.334-345.
    • (2003) Proceedings of EvoWorkshop , pp. 334-345
    • Socha, K.1    Sampels, M.2    Manfrin, M.3
  • 88
    • 2342465539 scopus 로고    scopus 로고
    • Discrete optimization: Ant colony optimization algorithm to the inter-cell layout problem in cellular manufacturing
    • Solimanpur, M., Vrat, P. and Shankar, R. (2004) 'Discrete optimization: ant colony optimization algorithm to the inter-cell layout problem in cellular manufacturing', European Journal of Operation Research, Vol. 157, No. 3, pp.592-606.
    • (2004) European Journal of Operation Research , vol.157 , Issue.3 , pp. 592-606
    • Solimanpur, M.1    Vrat, P.2    Shankar, R.3
  • 89
    • 0036670449 scopus 로고    scopus 로고
    • Ant can solve constraint satisfaction problems
    • Solnon, C. (2002) 'Ant can solve constraint satisfaction problems', IEEE Transactions on Evolutionary Computing, Vol. 6, No. 4, pp.347-357.
    • (2002) IEEE Transactions on Evolutionary Computing , vol.6 , Issue.4 , pp. 347-357
    • Solnon, C.1
  • 92
    • 0002529867 scopus 로고    scopus 로고
    • ACO algorithm for the quadratic assignment problem
    • D. Corne, M. Dorigo and F. Glower Eds, London: McGraw-Hill
    • Stützle, T. and Dorigo, M. (1999) 'ACO algorithm for the quadratic assignment problem', in D. Corne, M. Dorigo and F. Glower (Eds). New Ideas in Optimization, London: McGraw-Hill.
    • (1999) New Ideas in Optimization
    • Stützle, T.1    Dorigo, M.2
  • 93
    • 4344655295 scopus 로고    scopus 로고
    • Improving the ant system: A detailed report on the MAX-MIN ant system
    • FG Intellektik, FB, Informatik, TU Darmstadt
    • Stützle, T. and Hoos, H. (1996) 'Improving the ant system: A detailed report on the MAX-MIN ant system', Technical Report AIDA-96-12, FG Intellektik, FB, Informatik, TU Darmstadt.
    • (1996) Technical Report AIDA-96-12
    • Stützle, T.1    Hoos, H.2
  • 94
    • 0003386121 scopus 로고    scopus 로고
    • Max-min ant system and local search for combinatorial optimization problems
    • S. Voß, S. Martello, I.H. Osman and C. Roucairol Eds, Boston: Kluwer, pp
    • Stützle, T. and Hoos, H. (1998a) 'Max-min ant system and local search for combinatorial optimization problems', in S. Voß, S. Martello, I.H. Osman and C. Roucairol (Eds). Meta-Heuristics: Advances and Trends in Local Search Paradigms for Optimization, Boston: Kluwer, pp.137-154.
    • (1998) Meta-Heuristics: Advances and Trends in Local Search Paradigms for Optimization , pp. 137-154
    • Stützle, T.1    Hoos, H.2
  • 98
    • 0026189990 scopus 로고
    • Robust taboo search for the quadratic assignment problem
    • Taillard, E.D. (1991) 'Robust taboo search for the quadratic assignment problem', Parallel Computing, Vol. 17, pp.443-455.
    • (1991) Parallel Computing , vol.17 , pp. 443-455
    • Taillard, E.D.1
  • 99
    • 0037891981 scopus 로고    scopus 로고
    • Adaptive memories for the quadratic assignment problem
    • Technical Report IDSIA/87-97, IDSIA, Lugano, Switzerland
    • Taillard, E.D. and Gambardella, L.M. (1997) 'Adaptive memories for the quadratic assignment problem', Technical Report IDSIA/87-97, IDSIA, Lugano, Switzerland.
    • (1997)
    • Taillard, E.D.1    Gambardella, L.M.2
  • 101
    • 0028368302 scopus 로고
    • A genetic approach to the quadratic assignment problem
    • Tate, D.M. and Smith, A.E. (1995) 'A genetic approach to the quadratic assignment problem', Computers and Operations Research, Vol. 22, No. 1, pp.73-83.
    • (1995) Computers and Operations Research , vol.22 , Issue.1 , pp. 73-83
    • Tate, D.M.1    Smith, A.E.2
  • 103
    • 34248530761 scopus 로고    scopus 로고
    • Ant colony optimization approach to estimate energy demand of Turkey
    • Toksan, M.D. (2007) 'Ant colony optimization approach to estimate energy demand of Turkey', Energy Policy, Vol. 35, No. 8, pp.3984-3990.
    • (2007) Energy Policy , vol.35 , Issue.8 , pp. 3984-3990
    • Toksan, M.D.1
  • 107
    • 68149155040 scopus 로고    scopus 로고
    • A branch-and-bound algorithm for the continuous facility layout problem
    • Available at:, Accessed on 18 July 2007
    • Xie, W. and Sahinidis, N.V. (2007) 'A branch-and-bound algorithm for the continuous facility layout problem', Computers and Chemical Engineering, Available at: http://www.sciencedirect.com. Accessed on 18 July 2007.
    • (2007) Computers and Chemical Engineering
    • Xie, W.1    Sahinidis, N.V.2
  • 109
    • 0032599575 scopus 로고    scopus 로고
    • Decision making for facility layout problem solutions
    • Yaman, R. and Balibek, E. (1999) 'Decision making for facility layout problem solutions', Computers and Industrial Engineering, Vol. 37, pp.319-322.
    • (1999) Computers and Industrial Engineering , vol.37 , pp. 319-322
    • Yaman, R.1    Balibek, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.