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Volumn 18, Issue 6, 2014, Pages 860-872

Performance analysis of evolutionary algorithms for the minimum label spanning tree problem

Author keywords

approximation ratio; Evolutionary algorithm; minimum label spanning tree; multi objective; runtime complexity

Indexed keywords

APPROXIMATION ALGORITHMS; PARALLEL ARCHITECTURES; POLYNOMIAL APPROXIMATION; TREES (MATHEMATICS);

EID: 84908592212     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2013.2291790     Document Type: Article
Times cited : (35)

References (44)
  • 1
    • 0004141908 scopus 로고
    • Englewood Cliffs, NJ, USA: Prentice Hall
    • A. S. Tanenbaum, Computer Networks. Englewood Cliffs, NJ, USA: Prentice Hall, 1989.
    • (1989) Computer Networks
    • Tanenbaum, A.S.1
  • 2
    • 0031221179 scopus 로고    scopus 로고
    • The minimum labeling spanning trees
    • R.-S. Chang and S.-J. Leu, "The minimum labeling spanning trees," Inform. Process. Lett., vol. 63, no. 5, pp. 277-282, 1997.
    • (1997) Inform. Process. Lett. , vol.63 , Issue.5 , pp. 277-282
    • Chang, R.-S.1    Leu, S.-J.2
  • 3
    • 85081846067 scopus 로고    scopus 로고
    • Compressing fingerprint templates by solving an extended minimum label spanning tree problem
    • A. Chwatal, G. Raidl, and O. Dietzel, "Compressing fingerprint templates by solving an extended minimum label spanning tree problem," in Proc. 7th MIC, 2007, pp. 105.1-105.3.
    • (2007) Proc. 7th MIC , pp. 1051-1053
    • Chwatal, A.1    Raidl, G.2    Dietzel, O.3
  • 4
    • 71449104991 scopus 로고    scopus 로고
    • Solving a k-node minimum label spanning arborescence problem to compress fingerprint templates
    • A. Chwatal, G. Raidl, and K. Oberlechner, "Solving a k-node minimum label spanning arborescence problem to compress fingerprint templates," J. Math. Mod. Algor., vol. 8, no. 3, pp. 293-334, 2009.
    • (2009) J. Math. Mod. Algor. , vol.8 , Issue.3 , pp. 293-334
    • Chwatal, A.1    Raidl, G.2    Oberlechner, K.3
  • 7
    • 0032136585 scopus 로고    scopus 로고
    • Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis
    • F. Herrera, M. Lozano and J. Verdegay, "Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis," Artif. Intell. Rev., vol. 12, no. 4, pp. 265-319, 1998.
    • (1998) Artif. Intell. Rev. , vol.12 , Issue.4 , pp. 265-319
    • Herrera, F.1    Lozano, M.2    Verdegay, J.3
  • 8
    • 0028666758 scopus 로고
    • Genetic algorithms: A powerful tool for large-scale non-linear optimization problems
    • K. Gallagher and M. Sambridge, "Genetic algorithms: A powerful tool for large-scale non-linear optimization problems," Comput. Geosci., vol. 20, nos. 7-8, pp. 1229-1236, 1994.
    • (1994) Comput. Geosci. , vol.20 , Issue.7-8 , pp. 1229-1236
    • Gallagher, K.1    Sambridge, M.2
  • 9
    • 14844328038 scopus 로고    scopus 로고
    • A one-parameter genetic algorithm for the minimum labeling spanning tree problem
    • Feb.
    • Y. Xiong, B. Golden, and E. Wasil, "A one-parameter genetic algorithm for the minimum labeling spanning tree problem," IEEE Trans. Evol. Comput., vol. 9, no. 1, pp. 55-60, Feb. 2005.
    • (2005) IEEE Trans. Evol. Comput. , vol.9 , Issue.1 , pp. 55-60
    • Xiong, Y.1    Golden, B.2    Wasil, E.3
  • 10
    • 33750243671 scopus 로고    scopus 로고
    • An effective genetic algorithm for the minimum-label spanning tree problem
    • J. Nummela and B. Julstrom, "An effective genetic algorithm for the minimum-label spanning tree problem," in Proc. GECCO, 2006, pp. 553-558.
    • (2006) Proc. GECCO , pp. 553-558
    • Nummela, J.1    Julstrom, B.2
  • 11
    • 84870276088 scopus 로고    scopus 로고
    • Solving the minimum labelling spanning tree problem using hybrid local search
    • S. Consoli and J. Moreno-Pérez, "Solving the minimum labelling spanning tree problem using hybrid local search," in Proc. Euro. MEC, vol. 39, 2012, pp. 75-82.
    • (2012) Proc. Euro. MEC , vol.39 , pp. 75-82
    • Consoli, S.1    Moreno-Pérez, J.2
  • 13
    • 84888609955 scopus 로고    scopus 로고
    • Metaheuristics comparison for the minimum labelling spanning tree problem
    • B. L. Golden, S. Raghavan, E. A. Wasil, eds. New York, NY, USA: Springer
    • R. Cerulli, A. Fink, M. Gentili, and S. Voß, "Metaheuristics comparison for the minimum labelling spanning tree problem," in The Next Wave on Computing, Optimization, and Decision Technologies, B. L. Golden, S. Raghavan, E. A. Wasil, eds. New York, NY, USA: Springer, 2005, pp. 93-106.
    • (2005) The Next Wave on Computing, Optimization, and Decision Technologies , pp. 93-106
    • Cerulli, R.1    Fink, A.2    Gentili, M.3    Voß, S.4
  • 14
    • 58149473289 scopus 로고    scopus 로고
    • Greedy randomized adaptive search and variable neighbourhood search for the minimum labelling spanning tree problem
    • Jul.
    • S. Consoli, K. Darby-Dowman, N. Mladenovíc, and J. Moreno-Pérez, "Greedy randomized adaptive search and variable neighbourhood search for the minimum labelling spanning tree problem," Eur. J. Oper. Res., vol. 196, no. 2, pp. 440-449, Jul. 2009.
    • (2009) Eur. J. Oper. Res. , vol.196 , Issue.2 , pp. 440-449
    • Consoli, S.1    Darby-Dowman, K.2    Mladenovíc, N.3    Moreno-Pérez, J.4
  • 15
    • 0032046528 scopus 로고    scopus 로고
    • On the minimum label spanning tree problem
    • S. O. Krumke and H. Wirth, "On the minimum label spanning tree problem," Inform. Process. Lett., vol. 66, no. 2, pp. 81-85, 1998.
    • (1998) Inform. Process. Lett. , vol.66 , Issue.2 , pp. 81-85
    • Krumke, S.O.1    Wirth, H.2
  • 16
    • 0037206514 scopus 로고    scopus 로고
    • A note on the minimum label spanning tree
    • Y. Wan, G. Chen, and Y. Xu, "A note on the minimum label spanning tree," Inform. Process. Lett., vol. 84, no. 2, pp. 99-101, 2002.
    • (2002) Inform. Process. Lett. , vol.84 , Issue.2 , pp. 99-101
    • Wan, Y.1    Chen, G.2    Xu, Y.3
  • 17
    • 4544376053 scopus 로고    scopus 로고
    • Worst-case behavior of the MVCA heuristic for the minimum labeling spanning tree problem
    • Y. Xiong, B. Golden, and E. Wasil, "Worst-case behavior of the MVCA heuristic for the minimum labeling spanning tree problem," Oper. Res. Lett., vol. 33, no. 1, pp. 77-80, 2005.
    • (2005) Oper. Res. Lett. , vol.33 , Issue.1 , pp. 77-80
    • Xiong, Y.1    Golden, B.2    Wasil, E.3
  • 18
    • 0035694032 scopus 로고    scopus 로고
    • Evolutionary algorithms: How to cope with plateaus of constant fitness and when to reject strings of the same fitness
    • Dec.
    • S. Jansen and I. Wegener, "Evolutionary algorithms: How to cope with plateaus of constant fitness and when to reject strings of the same fitness," IEEE Trans. Evol. Comput., vol. 5, no. 6, pp. 589-599, Dec. 2001.
    • (2001) IEEE Trans. Evol. Comput. , vol.5 , Issue.6 , pp. 589-599
    • Jansen, S.1    Wegener, I.2
  • 19
    • 0035276208 scopus 로고    scopus 로고
    • Drift analysis and average time complexity of evolutionary algorithms
    • J. He and X. Yao, "Drift analysis and average time complexity of evolutionary algorithms," Artif. Intell., vol. 127, no. 1, pp. 57-85, 2001.
    • (2001) Artif. Intell. , vol.127 , Issue.1 , pp. 57-85
    • He, J.1    Yao, X.2
  • 20
    • 0037029331 scopus 로고    scopus 로고
    • On the analysis of the (1+1) evolutionary algorithm
    • S. Droste, T. Jansen, and I. Wegener, "On the analysis of the (1+1) evolutionary algorithm," Theor. Comput. Sci., vol. 276, nos. 1-2, pp. 51-81, 2002.
    • (2002) Theor. Comput. Sci. , vol.276 , Issue.1-2 , pp. 51-81
    • Droste, S.1    Jansen, T.2    Wegener, I.3
  • 21
    • 0037381842 scopus 로고    scopus 로고
    • Towards an analytic framework for analysing the computation time of evolutionary algorithms
    • J. He and X. Yao, "Towards an analytic framework for analysing the computation time of evolutionary algorithms," Artif. Intell., vol. 145, nos. 1-2, pp. 59-97, 2003.
    • (2003) Artif. Intell. , vol.145 , Issue.1-2 , pp. 59-97
    • He, J.1    Yao, X.2
  • 22
    • 79951681736 scopus 로고    scopus 로고
    • Computing minimum cuts by randomized search heuristics
    • F. Neumann, J. Reichel, and M. Skutella, "Computing minimum cuts by randomized search heuristics," Algorithmica, vol. 59, no. 3, pp. 323-342, 2011.
    • (2011) Algorithmica , vol.59 , Issue.3 , pp. 323-342
    • Neumann, F.1    Reichel, J.2    Skutella, M.3
  • 23
    • 57749104685 scopus 로고    scopus 로고
    • A comparative runtime analysis of heuristic algorithms for satisfiability problems
    • Y. Zhou, J. He, and Q. Nie, "A comparative runtime analysis of heuristic algorithms for satisfiability problems," Artif. Intell., vol. 173, no. 2, pp. 240-257, 2009.
    • (2009) Artif. Intell. , vol.173 , Issue.2 , pp. 240-257
    • Zhou, Y.1    He, J.2    Nie, Q.3
  • 24
    • 34248139794 scopus 로고    scopus 로고
    • Randomized local search, evolutionary algorithms, and the minimum spanning tree problem
    • F. Neumann and I. Wegener, "Randomized local search, evolutionary algorithms, and the minimum spanning tree problem," Theor. Comput. Sci., vol. 378, no. 1, pp. 32-40, 2007.
    • (2007) Theor. Comput. Sci. , vol.378 , Issue.1 , pp. 32-40
    • Neumann, F.1    Wegener, I.2
  • 25
    • 38849207510 scopus 로고    scopus 로고
    • Expected runtimes of evolutionary algorithms for the Eulerian cycle problem
    • F. Neumann, "Expected runtimes of evolutionary algorithms for the Eulerian cycle problem," Comput. Oper. Res., vol. 35, no. 9, pp. 2750-759, 2008.
    • (2008) Comput. Oper. Res. , vol.35 , Issue.9 , pp. 2750-2759
    • Neumann, F.1
  • 26
    • 84868286590 scopus 로고    scopus 로고
    • A parameterized runtime analysis of evolutionary algorithms for the Euclidean traveling salesperson problem
    • A. Sutton and F. Neumann, "A parameterized runtime analysis of evolutionary algorithms for the Euclidean traveling salesperson problem," in Proc. 26th Conf. AAAI, 2012, pp. 1105-1111.
    • (2012) Proc. 26th Conf. AAAI , pp. 1105-1111
    • Sutton, A.1    Neumann, F.2
  • 27
    • 35248874381 scopus 로고    scopus 로고
    • Evolutionary algorithms and the maximum matching problem
    • O. Giel and I. Wegener, "Evolutionary algorithms and the maximum matching problem," in Proc. 20th Annu. STACS, 2003, vol. 2607, pp. 415-426.
    • (2003) Proc. 20th Annu. STACS , vol.2607 , pp. 415-426
    • Giel, O.1    Wegener, I.2
  • 28
    • 70349866664 scopus 로고    scopus 로고
    • Analysis of the (1+1)-EA for finding approximate solutions to vertex cover problems
    • Oct.
    • P. Oliveto, J. He, and X. Yao, "Analysis of the (1+1)-EA for finding approximate solutions to vertex cover problems," IEEE Trans. Evol. Comput., vol. 13, no. 5, pp. 1006-1029, Oct. 2009.
    • (2009) IEEE Trans. Evol. Comput. , vol.13 , Issue.5 , pp. 1006-1029
    • Oliveto, P.1    He, J.2    Yao, X.3
  • 29
    • 78649761266 scopus 로고    scopus 로고
    • Approximating covering problems by randomized search heuristics using multiobjective models
    • T. Friedrich, J. He, N. Hebbinghaus, F. Neumann, and C. Witt, "Approximating covering problems by randomized search heuristics using multiobjective models," Evol. Comput., vol. 18, no. 4, pp. 617-633, 2010.
    • (2010) Evol. Comput. , vol.18 , Issue.4 , pp. 617-633
    • Friedrich, T.1    He, J.2    Hebbinghaus, N.3    Neumann, F.4    Witt, C.5
  • 30
    • 24144442813 scopus 로고    scopus 로고
    • Worst-case and average-case approximations by simple randomized search heuristics
    • C. Witt, "Worst-case and average-case approximations by simple randomized search heuristics," in Proc. 22nd Annu. STACS, 2005, vol. 3404, pp. 44-56.
    • (2005) Proc. 22nd Annu. STACS , vol.3404 , pp. 44-56
    • Witt, C.1
  • 31
    • 56549097175 scopus 로고    scopus 로고
    • Approximating minimum multicuts by evolutionary multiobjective algorithms
    • F. Neumann and J. Reichel, "Approximating minimum multicuts by evolutionary multiobjective algorithms," in Proc. 10th Int. Conf. PPSN, 2008, pp. 72-81.
    • (2008) Proc. 10th Int. Conf. PPSN , pp. 72-81
    • Neumann, F.1    Reichel, J.2
  • 32
    • 84862795189 scopus 로고    scopus 로고
    • On the approximation ability of evolutionary optimization with application to minimum set cover
    • Apr.
    • Y. Yu, X. Yao, and Z. Zhou, "On the approximation ability of evolutionary optimization with application to minimum set cover," Artif. Intell., vols. 180-181, pp. 20-33, Apr. 2012.
    • (2012) Artif. Intell. , vol.180-181 , pp. 20-33
    • Yu, Y.1    Yao, X.2    Zhou, Z.3
  • 33
    • 33748121602 scopus 로고    scopus 로고
    • Minimum spanning trees made easier via multiobjective optimization
    • F. Neumann and I. Wegener, "Minimum spanning trees made easier via multiobjective optimization," Natural Comput., vol. 5, no. 3, pp. 305-319, 2006.
    • (2006) Natural Comput. , vol.5 , Issue.3 , pp. 305-319
    • Neumann, F.1    Wegener, I.2
  • 34
    • 33947693367 scopus 로고    scopus 로고
    • Expected runtimes of a simple evolutionary algorithm for the multiobjective minimum spanning tree problem
    • F. Neumann, "Expected runtimes of a simple evolutionary algorithm for the multiobjective minimum spanning tree problem," Eur. J. Oper. Res., vol. 181, no. 3, pp. 1620-1629, 2007.
    • (2007) Eur. J. Oper. Res. , vol.181 , Issue.3 , pp. 1620-1629
    • Neumann, F.1
  • 35
    • 84885898341 scopus 로고    scopus 로고
    • An analysis on recombination in multiobjective evolutionary optimization
    • Nov.
    • C. Qian, Y. Yu, and Z.-H. Zhou, "An analysis on recombination in multiobjective evolutionary optimization," Artif. Intell., vol. 204, pp. 99-119, Nov. 2013.
    • (2013) Artif. Intell. , vol.204 , pp. 99-119
    • Qian, C.1    Yu, Y.2    Zhou, Z.-H.3
  • 36
    • 0037402675 scopus 로고    scopus 로고
    • Local search for the minimum label spanning tree problem with bounded color classes
    • T. Brüggemann, J. Monnot, and G. Woeginger, "Local search for the minimum label spanning tree problem with bounded color classes," Oper. Res. Lett., vol. 31, no. 3, pp. 195-201, 2003.
    • (2003) Oper. Res. Lett. , vol.31 , Issue.3 , pp. 195-201
    • Brüggemann, T.1    Monnot, J.2    Woeginger, G.3
  • 37
    • 84901427246 scopus 로고    scopus 로고
    • Expected runtimes of a simple multiobjective evolutionary algorithm
    • O. Giel, "Expected runtimes of a simple multiobjective evolutionary algorithm," in Proc. IEEE Congr. Evol. Comput., 2003, pp. 1918-1925.
    • (2003) Proc. IEEE Congr. Evol. Comput. , pp. 1918-1925
    • Giel, O.1
  • 38
    • 2442556083 scopus 로고    scopus 로고
    • Running time analysis of multiobjective evolutionary algorithms on pseudo-Boolean functions
    • Apr.
    • M. Laumanns, L. Thiele, and E. Zitzler, "Running time analysis of multiobjective evolutionary algorithms on pseudo-Boolean functions," IEEE Trans. Evol. Comput., vol. 8, no. 2, pp. 170-182, Apr. 2004.
    • (2004) IEEE Trans. Evol. Comput. , vol.8 , Issue.2 , pp. 170-182
    • Laumanns, M.1    Thiele, L.2    Zitzler, E.3
  • 40
    • 27644579712 scopus 로고    scopus 로고
    • On the choice of the offspring population size in evolutionary algorithms
    • T. Jansen, K. A. D. Jong, and I. Wegener, "On the choice of the offspring population size in evolutionary algorithms," Evol. Comput., vol. 13, no. 4, pp. 413-440, 2005.
    • (2005) Evol. Comput. , vol.13 , Issue.4 , pp. 413-440
    • Jansen, T.1    Jong, K.A.D.2    Wegener, I.3
  • 41
    • 67649395579 scopus 로고    scopus 로고
    • A new approach to analyzing average time complexity of population-based evolutionary algorithms on unimodal problems
    • Oct.
    • T. Chen, J. He, G. Sun, G. Chen, and X. Yao, "A new approach to analyzing average time complexity of population-based evolutionary algorithms on unimodal problems," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 39, no. 5, pp. 1092-1106, Oct. 2009.
    • (2009) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.39 , Issue.5 , pp. 1092-1106
    • Chen, T.1    He, J.2    Sun, G.3    Chen, G.4    Yao, X.5
  • 42
    • 84860773062 scopus 로고    scopus 로고
    • A large population size can be unhelpful in evolutionary algorithms
    • T. Chen, K. Tang, G. Chen, and X. Yao, "A large population size can be unhelpful in evolutionary algorithms," Theor. Comput. Sci., vol. 436, no. 8, pp. 54-70, 2012.
    • (2012) Theor. Comput. Sci. , vol.436 , Issue.8 , pp. 54-70
    • Chen, T.1    Tang, K.2    Chen, G.3    Yao, X.4
  • 43
    • 22344431964 scopus 로고    scopus 로고
    • Real royal road functions-Where crossover provably is essential
    • T. Jansen and I. Wegener, "Real royal road functions-Where crossover provably is essential," Discrete Appl. Math., vol. 149, pp. 111-125, 2005.
    • (2005) Discrete Appl. Math. , vol.149 , pp. 111-125
    • Jansen, T.1    Wegener, I.2
  • 44
    • 84857916849 scopus 로고    scopus 로고
    • Crossover can provably be useful in evolutionary computation
    • B. Doerr, E. Happ, and C. Klein, "Crossover can provably be useful in evolutionary computation," Theor. Comput. Sci., vol. 425, pp. 17-33, 2012.
    • (2012) Theor. Comput. Sci. , vol.425 , pp. 17-33
    • Doerr, B.1    Happ, E.2    Klein, C.3


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