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Volumn 16, Issue 3, 2012, Pages 406-417

Grammatical evolution of local search heuristics

Author keywords

Bin packing; grammatical evolution; heuristics; local search; stock cutting

Indexed keywords

BIN PACKING; GRAMMATICAL EVOLUTION; HEURISTICS; LOCAL SEARCH; STOCK CUTTING;

EID: 84861819017     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2011.2160401     Document Type: Article
Times cited : (80)

References (69)
  • 1
    • 3042708858 scopus 로고    scopus 로고
    • Hyper-Heuristics: An emerging direction in modern search technology
    • F. Glover and G. Kochenberger, Eds. Boston, MA Kluwer
    • E. K. Burke, E. Hart, G. Kendall, J. Newall, P. Ross, and S. Schulenburg, Hyper-heuristics: An emerging direction in modern search technology, in Handbook of Meta-Heuristics, F. Glover and G. Kochenberger, Eds. Boston, MA: Kluwer, 2003, pp. 457-474.
    • (2003) Handbook of Meta-Heuristics , pp. 457-474
    • Burke, E.K.1    Hart, E.2    Kendall, G.3    Newall, J.4    Ross, P.5    Schulenburg, S.6
  • 2
    • 1442283467 scopus 로고    scopus 로고
    • A tabu-search hyper-heuristic for timetabling and rostering
    • E. K. Burke, G. Kendall, and E. Soubeiga, A tabu-search hyper-heuristic for timetabling and rostering, J. Heuristics, vol. 9, no. 6, pp. 451-470, 2003.
    • (2003) J. Heuristics , vol.9 , Issue.6 , pp. 451-470
    • Burke, E.K.1    Kendall, G.2    Soubeiga, E.3
  • 4
    • 78149247678 scopus 로고    scopus 로고
    • A classification of hyper-heuristics approaches
    • M. Gendreau and J. Potvin, Eds., 2nd ed. New York: Springer
    • E. K. Burke, M. Hyde, G. Kendall, G. Ochoa, E. Ozcan, and J. Woodward, A classification of hyper-heuristics approaches, in Handbook of Meta-Heuristics, M. Gendreau and J. Potvin, Eds., 2nd ed. New York: Springer, 2010, pp. 449-468.
    • (2010) Handbook of Meta-Heuristics , pp. 449-468
    • Burke, E.K.1    Hyde, M.2    Kendall, G.3    Ochoa, G.4    Ozcan, E.5    Woodward, J.6
  • 6
    • 44649115391 scopus 로고    scopus 로고
    • Generating SAT local-search heuristics using a GP hyper-heuristic framework
    • Oct.
    • M. B. Bader-El-Den and R. Poli, Generating SAT local-search heuristics using a GP hyper-heuristic framework, in Proc. 8th Int. Conf. Artif. Evol., LNCS 4926. Oct. 2007, pp. 37-49.
    • (2007) Proc. 8th Int. Conf. Artif. Evol., LNCS , vol.4926 , pp. 37-49
    • Bader-El-Den, M.B.1    Poli, R.2
  • 7
    • 42449117713 scopus 로고    scopus 로고
    • Automated discovery of local search heuristics for satisfiability testing
    • Apr.
    • A. S. Fukunaga, Automated discovery of local search heuristics for satisfiability testing, Evol. Computat., vol. 16, no. 1, pp. 31-61, Apr. 2008.
    • (2008) Evol. Computat. , vol.16 , Issue.1 , pp. 31-61
    • Fukunaga, A.S.1
  • 8
    • 30344458483 scopus 로고    scopus 로고
    • Rapid modeling and discovery of priority dispatching rules: An autonomous learning approach
    • DOI 10.1007/s10951-006-5591-8
    • C. D. Geiger, R. Uzsoy, and H. Aytug, Rapid modeling and discovery of priority dispatching rules: An autonomous learning approach, J. Scheduling, vol. 9, no. 1, pp. 7-34, 2006. (Pubitemid 43063747)
    • (2006) Journal of Scheduling , vol.9 , Issue.1 , pp. 7-34
    • Geiger, C.D.1    Uzsoy, R.2    Aytug, H.3
  • 10
    • 38849162891 scopus 로고    scopus 로고
    • Evolving dispatching rules using genetic programming for solving multi-objective flexible job-shop problems
    • DOI 10.1016/j.cie.2007.08.008, PII S0360835207002008
    • J. C. Tay and N. B. Ho, Evolving dispatching rules using genetic programming for solving multi-objective flexible job-shop problems, Comput. Industr. Eng., vol. 54, no. 3, pp. 453-473, 2008. (Pubitemid 351199798)
    • (2008) Computers and Industrial Engineering , vol.54 , Issue.3 , pp. 453-473
    • Tay, J.C.1    Ho, N.B.2
  • 12
    • 34548060381 scopus 로고    scopus 로고
    • Automatic heuristic generation with genetic programming: Evolving a jack-of-all-trades or a master of one
    • DOI 10.1145/1276958.1277273, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
    • E. K. Burke, M. R. Hyde, G. Kendall, and J. Woodward, Automatic heuristic generation with genetic programming: Evolving a jack-of-alltrades or a master of one, in Proc. 9th ACM GECCO, Jul. 2007, pp. 1559-1565. (Pubitemid 47291762)
    • (2007) Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference , pp. 1559-1565
    • Burke, E.K.1    Hyde, M.R.2    Kendall, G.3    Woodward, J.4
  • 13
    • 78149236417 scopus 로고    scopus 로고
    • The scalability of evolved on line bin packing heuristics
    • Sep.
    • E. K. Burke, M. R. Hyde, G. Kendall, and J. Woodward, The scalability of evolved on line bin packing heuristics, in Proc. IEEE CEC, Sep. 2007, pp. 2530-2537.
    • (2007) Proc IEEE CEC , pp. 2530-2537
    • Burke, E.K.1    Hyde, M.R.2    Kendall, G.3    Woodward, J.4
  • 14
    • 84945960950 scopus 로고    scopus 로고
    • Best-fit bin-packing with random order
    • Discrete Algorithms
    • C. Kenyon, Best-fit bin-packing with random order, in Proc. 7th Annu. ACM-SIAM Symp. Discrete Algorithms, 1996, pp. 359-364.
    • (1996) Proc. 7th Annu. ACM-SIAM Symp , pp. 359-364
    • Kenyon, C.1
  • 15
    • 57349098204 scopus 로고    scopus 로고
    • Evolution of hyperheuristics for the biobjective 0/1 knapsack problem by multiobjective genetic programming
    • GECCO
    • R. Kumar, A. H. Joshi, K. K. Banka, and P. I. Rockett, Evolution of hyperheuristics for the biobjective 0/1 knapsack problem by multiobjective genetic programming, in Proc. 10th ACM Conf. GECCO, 2008, pp. 1227-1234.
    • (2008) Proc. 10th ACM Conf , pp. 1227-1234
    • Kumar, R.1    Joshi, A.H.2    Banka, K.K.3    Rockett, P.I.4
  • 16
    • 79959390366 scopus 로고    scopus 로고
    • Providing a memory mechanism to enhance the evolutionary design of heuristics
    • Jul.
    • E. K. Burke, M. Hyde, and G. Kendall, Providing a memory mechanism to enhance the evolutionary design of heuristics, in Proc. IEEE WCCI, Jul. 2010, pp. 3883-3890.
    • (2010) Proc IEEE WCCI , pp. 3883-3890
    • Burke, E.K.1    Hyde, M.2    Kendall, G.3
  • 17
    • 72749092869 scopus 로고    scopus 로고
    • Evolving reusable 3D packing heuristics with genetic programming
    • Jul.
    • S. Allen, E. K. Burke, M. R. Hyde, and G. Kendall, Evolving reusable 3D packing heuristics with genetic programming, in Proc. ACM GECCO, Jul. 2009, pp. 931-938.
    • (2009) Proc ACM GECCO , pp. 931-938
    • Allen, S.1    Burke, E.K.2    Hyde, M.R.3    Kendall, G.4
  • 18
    • 78649837181 scopus 로고    scopus 로고
    • A genetic programming hyper-heuristic approach for evolving two dimensional strip packing heuristics
    • Dec.
    • E. K. Burke, M. R. Hyde, G. Kendall, and J. Woodward, A genetic programming hyper-heuristic approach for evolving two dimensional strip packing heuristics, IEEE Trans. Evol. Computat., vol. 14, no. 6, pp. 942-958, Dec. 2010.
    • (2010) IEEE Trans. Evol. Computat. , vol.14 , Issue.6 , pp. 942-958
    • Burke, E.K.1    Hyde, M.R.2    Kendall, G.3    Woodward, J.4
  • 23
    • 1442325240 scopus 로고    scopus 로고
    • Hyper heuristics: Learning to combine simple heuristics in bin packing problems
    • P. Ross, S. Schulenburg, J. G. Marin-Blazquez, and E. Hart, Hyper heuristics: Learning to combine simple heuristics in bin packing problems, in Proc. GECCO, 2002, pp. 942-948.
    • (2002) Proc. GECCO , pp. 942-948
    • Ross, P.1    Schulenburg, S.2    Marin-Blazquez, J.G.3    Hart, E.4
  • 24
    • 35248823635 scopus 로고    scopus 로고
    • Learning a procedure that can solve hard bin-packing problems: A new GA-based approach to hyperheurstics
    • P. Ross, J. G. Marin-Blazquez, S. Schulenburg, and E. Hart, Learning a procedure that can solve hard bin-packing problems: A new GA-based approach to hyperheurstics, in Proc. GECCO, 2003, pp. 1295-1306.
    • (2003) Proc. GECCO , pp. 1295-1306
    • Ross, P.1    Marin-Blazquez, J.G.2    Schulenburg, S.3    Hart, E.4
  • 25
    • 25144485345 scopus 로고    scopus 로고
    • Evolving evolutionary algorithms using linear genetic programming
    • DOI 10.1162/1063656054794815
    • M. Oltean, Evolving evolutionary algorithms using linear genetic programming, Evol. Computat., vol. 13, no. 3, pp. 387-410, 2005. (Pubitemid 41335763)
    • (2005) Evolutionary Computation , vol.13 , Issue.3 , pp. 387-410
    • Oltean, M.1
  • 26
    • 68449092385 scopus 로고    scopus 로고
    • Evolutionary design of evolutionary algorithms
    • L. Diosan and M. Oltean, Evolutionary design of evolutionary algorithms, Genet. Program. Evolvable Mach., vol. 10, no. 3, pp. 263-306, 2009.
    • (2009) Genet. Program. Evolvable Mach. , vol.10 , Issue.3 , pp. 263-306
    • Diosan, L.1    Oltean, M.2
  • 27
    • 32444439239 scopus 로고    scopus 로고
    • Exploring extended particle swarms: A genetic programming approach
    • DOI 10.1145/1068009.1068036, GECCO 2005 - Genetic and Evolutionary Computation Conference
    • R. Poli, C. Di Chio, and W. B. Langdon, Exploring extended particle swarms: A genetic programming approach, in Proc. Genet. Evol. Computat. Conf., Jun. 2005, pp. 169-176. (Pubitemid 43226284)
    • (2005) GECCO 2005 - Genetic and Evolutionary Computation Conference , pp. 169-176
    • Poli, R.1    Di Chio, C.2    Langdon, W.B.3
  • 28
    • 24644456619 scopus 로고    scopus 로고
    • Extending Particle Swarm Optimisation via genetic programming
    • Genetic Programming - 8th European Conference, EuroGP 2005, Proceedings
    • R. Poli, W. B. Langdon, and O. Holland, Extending particle swarm optimisation via genetic programming, in Proc. 8th Eur. Conf. Genet. Program., Mar. 2005, pp. 291-300. (Pubitemid 41274034)
    • (2005) Lecture Notes in Computer Science , vol.3447 , pp. 291-300
    • Poli, R.1    Langdon, W.B.2    Holland, O.3
  • 29
    • 72749096727 scopus 로고    scopus 로고
    • GP-rush: Using genetic programming to evolve solvers for the rush hour puzzle
    • Jul.
    • A. Hauptman, A. Elyasaf, M. Sipper, and A. Karmon, GP-rush: Using genetic programming to evolve solvers for the rush hour puzzle, in Proc. 9th ACM GECCO, Jul. 2007, pp. 955-962.
    • (2007) Proc. 9th ACM GECCO , pp. 955-962
    • Hauptman, A.1    Elyasaf, A.2    Sipper, M.3    Karmon, A.4
  • 30
    • 55749111191 scopus 로고    scopus 로고
    • Linear genetic programming of parsimonious metaheuristics
    • Sep.
    • R. E. Keller and R. Poli, Linear genetic programming of parsimonious metaheuristics, in Proc. IEEE CEC, Sep. 2007, pp. 4508-4515.
    • (2007) Proc IEEE CEC , pp. 4508-4515
    • Keller, R.E.1    Poli, R.2
  • 31
    • 44649138150 scopus 로고    scopus 로고
    • Cost-benefit investigation of a geneticprogramming hyperheuristic
    • Oct.
    • R. E. Keller and R. Poli, Cost-benefit investigation of a geneticprogramming hyperheuristic, in Proc. 8th Int. Conf. Artif. Evol., Oct. 2007, pp. 13-24.
    • (2007) Proc. 8th Int. Conf. Artif. Evol , pp. 13-24
    • Keller, R.E.1    Poli, R.2
  • 32
    • 57349108674 scopus 로고    scopus 로고
    • Subheuristic search and scalability in a hyperheuristic
    • R. E. Keller and R. Poli, Subheuristic search and scalability in a hyperheuristic, in Proc. 10th Annu. GECCO, 2008, pp. 609-610.
    • (2008) Proc. 10th Annu. GECCO , pp. 609-610
    • Keller, R.E.1    Poli, R.2
  • 33
    • 55749096718 scopus 로고    scopus 로고
    • Toward subheuristic search
    • Jun.
    • R. E. Keller and R. Poli, Toward subheuristic search, in Proc. IEEE WCCI, Jun. 2008, pp. 3148-3155.
    • (2008) Proc IEEE WCCI , pp. 3148-3155
    • Keller, R.E.1    Poli, R.2
  • 34
    • 55749096715 scopus 로고    scopus 로고
    • Self-adaptive hyperheuristic and greedy search
    • Jun.
    • R. E. Keller and R. Poli, Self-adaptive hyperheuristic and greedy search, in Proc. IEEE WCCI, Jun. 2008, pp. 3801-3808.
    • (2008) Proc IEEE WCCI , pp. 3801-3808
    • Keller, R.E.1    Poli, R.2
  • 35
    • 3543130014 scopus 로고    scopus 로고
    • Self generating metaheuristics in bioinformatics the proteins structure comparison case
    • DOI 10.1023/B:GENP.0000023687.41210.d7
    • N. Krasnogor, Self generating metaheuristics in bioinformatics: The proteins structure comparison case, Genet. Program. Evolvable Mach., vol. 5, no. 2, pp. 181-201, 2004. (Pubitemid 38497848)
    • (2004) Genetic programming and evolvable machines , vol.5 , Issue.2 , pp. 181-201
    • Krasnogor, N.1
  • 36
    • 4344659329 scopus 로고    scopus 로고
    • A study on the use of self-generation in memetic algorithms
    • DOI 10.1023/B:NACO.0000023419.83147.67
    • N. Krasnogor and S. Gustafson, A study on the use of 'self-generation' in memetic algorithms, Nat. Comput., vol. 3, no. 1, pp. 53-76, 2004. (Pubitemid 39127659)
    • (2004) Natural Computing , vol.3 , Issue.1 , pp. 53-76
    • Krasnogor, N.1    Gustafson, S.2
  • 37
    • 67349191003 scopus 로고    scopus 로고
    • A proposition on memes and meta-memes in computing for higher-order learning
    • R. Meuth, M. Lim, Y. Ong, and D. Wunsch, A proposition on memes and meta-memes in computing for higher-order learning, Memet. Comput., vol. 1, no. 2, pp. 85-100, 2009.
    • (2009) Memet. Comput. , vol.1 , Issue.2 , pp. 85-100
    • Meuth, R.1    Lim, M.2    Ong, Y.3    Wunsch, D.4
  • 38
    • 67650694120 scopus 로고    scopus 로고
    • There is a free lunch for hyper-heuristics, genetic programming and computer scientists
    • Apr.
    • R. Poli and M. Graff, There is a free lunch for hyper-heuristics, genetic programming and computer scientists, in Proc. 12th Eur. Conf. Genet. Program., LNCS vol. 5481. Apr. 2009, pp. 195-207.
    • (2009) Proc. 12th Eur. Conf. Genet. Program., LNCS , vol.5481 , pp. 195-207
    • Poli, R.1    Graff, M.2
  • 41
    • 0009456436 scopus 로고    scopus 로고
    • Bin packing approximation algorithms: Combinatorial analysis
    • D. Z. Du and P. M. Pardalos, Eds. Norwell, MA: Kluwer
    • E. G. Coffman, Jr., G. Galambos, S. Martello, and D. Vigo, Bin packing approximation algorithms: Combinatorial analysis, in Handbook of Combinatorial Optimization, D. Z. Du and P. M. Pardalos, Eds. Norwell, MA: Kluwer, 1998, pp. 151-207.
    • (1998) Handbook of Combinatorial Optimization , pp. 151-207
    • Coffman, Jr.E.G.1    Galambos, G.2    Martello, S.3    Vigo, D.4
  • 42
    • 0000339680 scopus 로고
    • Worstcase performance bounds for simple one-dimensional packaging algorithms
    • Dec.
    • D. Johnson, A. Demers, J. Ullman, M. Garey, and R. Graham, Worstcase performance bounds for simple one-dimensional packaging algorithms, SIAM J. Comput., vol. 3, no. 4, pp. 299-325, Dec. 1974.
    • (1974) SIAM J. Comput. , vol.3 , Issue.4 , pp. 299-325
    • Johnson, D.1    Demers, A.2    Ullman, J.3    Garey, M.4    Graham, R.5
  • 43
    • 0006262885 scopus 로고
    • On line bin packing with items of random size
    • May
    • W. T. Rhee and M. Talagrand, On line bin packing with items of random size, Math. Oper. Res., vol. 18, no. 2, pp. 438-445, May 1993.
    • (1993) Math. Oper. Res. , vol.18 , Issue.2 , pp. 438-445
    • Rhee, W.T.1    Talagrand, M.2
  • 44
    • 0010063130 scopus 로고    scopus 로고
    • Bin packing with discrete item sizes, part I: Perfect packing theorems and the average case behavior of optimal packings
    • E. G. Coffman, Jr., C. Courcoubetis, M. Garey, D. S. Johnson, P. W. Shor, R. R. Weber, and M. Yannakakis, Bin packing with discrete item sizes, part I: Perfect packing theorems and the average case behavior of optimal packings, SIAM J. Discrete Math., vol. 13, no. 3, pp. 384-402, 2000.
    • (2000) SIAM J. Discrete Math. , vol.13 , Issue.3 , pp. 384-402
    • Coffman, Jr.E.G.1    Courcoubetis, C.2    Garey, M.3    Johnson, D.S.4    Shor, P.W.5    Weber, R.R.6    Yannakakis, M.7
  • 45
    • 0000127802 scopus 로고
    • Improved bounds for harmonic-based bin packing algorithms
    • Nov.
    • M. B. Richey, Improved bounds for harmonic-based bin packing algorithms, Discrete Appl. Math., vol. 34, nos. 1-3, pp. 203-227, Nov. 1991.
    • (1991) Discrete Appl. Math. , vol.34 , Issue.1-3 , pp. 203-227
    • Richey, M.B.1
  • 46
    • 0038624377 scopus 로고    scopus 로고
    • New bounds for variable-sized online bin packing
    • S. Seiden, R. Van Stee, and L. Epstein, New bounds for variable-sized online bin packing, SIAM J. Comput., vol. 32, no. 2, pp. 455-469, 2003.
    • (2003) SIAM J. Comput. , vol.32 , Issue.2 , pp. 455-469
    • Seiden, S.1    Van Stee, R.2    Epstein, L.3
  • 47
    • 0001510482 scopus 로고
    • A linear programming approach to the cutting-stock problem
    • P. Gilmore and R. Gomory, A linear programming approach to the cutting-stock problem, Oper. Res., vol. 9, no. 6, pp. 849-859, 1961.
    • (1961) Oper. Res. , vol.9 , Issue.6 , pp. 849-859
    • Gilmore, P.1    Gomory, R.2
  • 48
    • 0000143954 scopus 로고
    • A linear programming approach to the cutting-stock problem: Part II
    • P. C. Gilmore and R. E. Gomory, A linear programming approach to the cutting-stock problem: Part II, Oper. Res., vol. 11, no. 6, pp. 863-888, 1963.
    • (1963) Oper. Res. , vol.11 , Issue.6 , pp. 863-888
    • Gilmore, P.C.1    Gomory, R.E.2
  • 49
    • 84861822303 scopus 로고    scopus 로고
    • An improved linear programming model for one-dimensional cutting stock problem
    • Aug.
    • A. Afshar, H. Amiri, and E. Eshtehardian, An improved linear programming model for one-dimensional cutting stock problem, in Proc. 1st ICCIDC-I, Aug. 2008, pp. 51-56.
    • (2008) Proc. 1st ICCIDC-I , pp. 51-56
    • Afshar, A.1    Amiri, H.2    Eshtehardian, E.3
  • 50
    • 0019635339 scopus 로고
    • New linear programming approach to the cutting stock problem
    • H. Dyckhoff, A new linear programming approach to the cutting stock problem, Oper. Res., vol. 29, no. 6, pp. 1092-1104, 1981. (Pubitemid 12468566)
    • (1981) Operations Research , vol.29 , Issue.6 , pp. 1092-1104
    • Dyckhoff Harald1
  • 51
    • 0026221060 scopus 로고
    • Cutting stock problems and solution procedures
    • R. W. Haessler and P. E. Sweeney, Cutting stock problems and solution procedures, Eur. J. Oper. Res., vol. 54, no. 2, pp. 141-150, 1991.
    • (1991) Eur. J. Oper. Res. , vol.54 , Issue.2 , pp. 141-150
    • Haessler, R.W.1    Sweeney, P.E.2
  • 52
    • 0031185499 scopus 로고    scopus 로고
    • Bison: A fast hybrid procedure for exactly solving the one-dimensional bin packing problem
    • A. Scholl, R. Klein, and C. Jurgens, Bison: A fast hybrid procedure for exactly solving the one-dimensional bin packing problem, Comput. Oper. Res., vol. 24, no. 7, pp. 627-645, 1997.
    • (1997) Comput. Oper. Res. , vol.24 , Issue.7 , pp. 627-645
    • Scholl, A.1    Klein, R.2    Jurgens, C.3
  • 53
    • 0032023462 scopus 로고    scopus 로고
    • Branch-and-price algorithms for the one-dimensional cutting stock problem
    • P. H. Vance, Branch-and-price algorithms for the one-dimensional cutting stock problem, Computat. Optimiz. Applicat., vol. 9, no. 3, pp. 211-228, 1998.
    • (1998) Computat. Optimiz. Applicat. , vol.9 , Issue.3 , pp. 211-228
    • Vance, P.H.1
  • 54
    • 0036499254 scopus 로고    scopus 로고
    • A note on branch-and-price algorithms for the one-dimensional cutting stock problems
    • J. M. Valerio de Carvalho, A note on branch-and-price algorithms for the one-dimensional cutting stock problems, Computat. Optimiz. Applicat., vol. 21, no. 3, pp. 339-340, 2002.
    • (2002) Computat. Optimiz. Applicat. , vol.21 , Issue.3 , pp. 339-340
    • Carvalho De Valerio, J.M.1
  • 55
    • 0031121388 scopus 로고    scopus 로고
    • A morph-based simulated annealing heuristic for a modified bin-packing problem
    • M. J. Brusco, G. M. Thompson, and L. W. Jacobs, A morph-based simulated annealing heuristic for a modified bin-packing problem, J. Oper. Res. Soc., vol. 48, no. 4, pp. 433-439, 1997. (Pubitemid 127623679)
    • (1997) Journal of the Operational Research Society , vol.48 , Issue.4 , pp. 433-439
    • Brusco, M.J.1    Thompson, G.M.2    Jacobs, L.W.3
  • 56
    • 0000455824 scopus 로고
    • Simulated annealing: Use of new tool in bin packing
    • T. Kampke, Simulated annealing: Use of new tool in bin packing, Ann. Oper. Res., vol. 16, nos. 1-4, pp. 327-332, 1988.
    • (1988) Ann. Oper. Res. , vol.16 , Issue.1-4 , pp. 327-332
    • Kampke, T.1
  • 57
    • 0001829425 scopus 로고
    • Bin-packing by simulated annealing
    • R. L. Rao and S. S. Iyengar, Bin-packing by simulated annealing, Comput. Math. Applicat., vol. 27, no. 5, pp. 71-82, 1994.
    • (1994) Comput. Math. Applicat. , vol.27 , Issue.5 , pp. 71-82
    • Rao, R.L.1    Iyengar, S.S.2
  • 58
    • 0030174048 scopus 로고    scopus 로고
    • A hybrid grouping genetic algorithm for bin packing
    • E. Falkenauer, A hybrid grouping genetic algorithm for bin packing, J. Heuristics, vol. 2, no. 1, pp. 5-30, 1996. (Pubitemid 126714024)
    • (1996) Journal of Heuristics , vol.2 , Issue.1 , pp. 5-30
    • Falkenauer, E.1
  • 60
  • 61
    • 24644440113 scopus 로고    scopus 로고
    • An attribute grammar decoder for the 01 MultiConstrained Knapsack Problem
    • Evolutionary Computation in Combinatorial Optimization - 5th European Conference, EvoCOP 2005, Proceedings
    • R. Cleary and M. O'Neill, An attribute grammar decode for the 0/1 multiconstrained knapsack problem, in Proc. EVOCOP, LNCS 3448. 2005, pp. 34-45. (Pubitemid 41273986)
    • (2005) Lecture Notes in Computer Science , vol.3448 , pp. 34-45
    • Cleary, R.1    O'Neill, M.2
  • 62
    • 33750626700 scopus 로고    scopus 로고
    • Grammatical Swarm: The generation of programs by social programming
    • DOI 10.1007/s11047-006-9007-7
    • M. O'Neill and A. Brabazon, Grammatical swarm: The generation of programs by social programming, Nat. Comput., vol. 5, no. 4, pp. 443-462, 2006. (Pubitemid 44688316)
    • (2006) Natural Computing , vol.5 , Issue.4 , pp. 443-462
    • O'Neill, M.1    Brabazon, A.2
  • 69
    • 38249020984 scopus 로고
    • Lower bounds and reduction procedures for the bin packing problem
    • S. Martello and P. Toth, Lower bounds and reduction procedures for the bin packing problem, Discrete Appl. Math., vol. 28, no. 1, pp. 59-70, 1990.
    • (1990) Discrete Appl. Math. , vol.28 , Issue.1 , pp. 59-70
    • Martello, S.1    Toth, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.