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Volumn 10, Issue 1, 2002, Pages 75-97

Network random keys - A tree representation scheme for genetic and evolutionary algorithms

Author keywords

Characteristic vector encoding; Network random keys; Random keys; Representation; Stealth mutation; Tree network

Indexed keywords

ALGORITHM; BIOLOGICAL MODEL; EVOLUTION; METHODOLOGY; MOLECULAR EVOLUTION; RANDOMIZATION; REVIEW;

EID: 0036516408     PISSN: 10636560     EISSN: None     Source Type: Journal    
DOI: 10.1162/106365602317301781     Document Type: Article
Times cited : (83)

References (36)
  • 1
    • 0002617796 scopus 로고
    • Determinant factorization: A new encoding scheme for spanning trees applied to the probabilistic minimum spanning tree problem
    • Eshelman, L., editor, Morgan Kaufmann, San Francisco, California
    • Abuali, F. N., Wainwright, R. L., and Schoenefeld, D. A. (1995). Determinant factorization: A new encoding scheme for spanning trees applied to the probabilistic minimum spanning tree problem. In Eshelman, L., editor, Proceedings of the Sixth International Conference on Genetic Algorithms, pages 470-477, Morgan Kaufmann, San Francisco, California.
    • (1995) Proceedings of the Sixth International Conference on Genetic Algorithms , pp. 470-477
    • Abuali, F.N.1    Wainwright, R.L.2    Schoenefeld, D.A.3
  • 3
    • 0002875031 scopus 로고
    • Evolution strategies I: Variants and their computational implementation
    • Winter, G. et al., editors, John Wiley and Sons, Chichester, UK
    • Bäck, T. and Schwefel, H.-P. (1995). Evolution strategies I: Variants and their computational implementation. In Winter, G. et al., editors, Genetic Algorithms in Engineering and Computer Science, pages 111-126, John Wiley and Sons, Chichester, UK.
    • (1995) Genetic Algorithms in Engineering and Computer Science , pp. 111-126
    • Bäck, T.1    Schwefel, H.-P.2
  • 4
    • 2042428623 scopus 로고
    • Genetics and random keys for sequencing and optimization
    • Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, Michigan
    • Bean, J. C. (1992). Genetics and random keys for sequencing and optimization. Technical Report 92-43, Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, Michigan.
    • (1992) Technical Report 92-43
    • Bean, J.C.1
  • 5
    • 0001096735 scopus 로고
    • Genetic algorithms and random keys for sequencing and optimization
    • Bean, J. C. (1994). Genetic algorithms and random keys for sequencing and optimization. ORSA Journal on Computing, 6(2):154-160.
    • (1994) ORSA Journal on Computing , vol.6 , Issue.2 , pp. 154-160
    • Bean, J.C.1
  • 6
    • 0038531226 scopus 로고
    • A genetic-based approach to tree network synthesis with cost constraints
    • Zimmermann, H. J., editor, Verlag der Augustinus Buchhandlung, Aachen, Germany
    • Berry, L. T. M., Murtagh, B. A., and Sugden, S. J. (1994). A genetic-based approach to tree network synthesis with cost constraints. In Zimmermann, H. J., editor, Second European Congress on Intelligent Techniques and Soft Computing - EUFIT'94, Volume 2, pages 626-629, Verlag der Augustinus Buchhandlung, Aachen, Germany.
    • (1994) Second European Congress on Intelligent Techniques and Soft Computing - EUFIT'94 , vol.2 , pp. 626-629
    • Berry, L.T.M.1    Murtagh, B.A.2    Sugden, S.J.3
  • 7
    • 0038192547 scopus 로고
    • A genetic algorithm for survivable network design
    • Forrest, S., editor, Morgan Kaufmann, San Mateo, California
    • Davis, L. et al. (1993). A genetic algorithm for survivable network design. In Forrest, S., editor, Proceedings of the Fifth International Conference on Genetic Algorithms, pages 408-415, Morgan Kaufmann, San Mateo, California.
    • (1993) Proceedings of the Fifth International Conference on Genetic Algorithms , pp. 408-415
    • Davis, L.1
  • 8
    • 0001922101 scopus 로고
    • Genetic operators for sequencing problems
    • Rawlins, G. J. E., editor, Morgan Kaufmann, San Mateo, California
    • Fox, B. R. and McMahon, M. B. (1991). Genetic operators for sequencing problems. In Rawlins, G. J. E., editor, Foundations of Genetic Algorithms, pages 284-300, Morgan Kaufmann, San Mateo, California.
    • (1991) Foundations of Genetic Algorithms , pp. 284-300
    • Fox, B.R.1    McMahon, M.B.2
  • 10
    • 0001650502 scopus 로고
    • Sizing populations for serial and parallel genetic algorithms
    • Schaffer, J. D., editor, Morgan Kaufmann, San Mateo, California
    • Goldberg, D. E. (1989b). Sizing populations for serial and parallel genetic algorithms. In Schaffer, J. D., editor, Proceedings of the Third International Conference on Genetic Algorithms, pages 70-79, Morgan Kaufmann, San Mateo, California.
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms , pp. 70-79
    • Goldberg, D.E.1
  • 11
    • 0004074624 scopus 로고
    • Real-coded genetic algorithms, virtual alphabets, and blocking
    • University of Illinois at Urbana-Champaign, Urbana, Illinois
    • Goldberg, D. E. (1990). Real-coded genetic algorithms, virtual alphabets, and blocking. IlliGAL Report No. 90001, University of Illinois at Urbana-Champaign, Urbana, Illinois.
    • (1990) IlliGAL Report No. 90001
    • Goldberg, D.E.1
  • 12
    • 0000510934 scopus 로고
    • Genetic algorithms, noise, and the sizing of populations
    • Goldberg, D. E., Deb, K., and Clark, J. H. (1992). Genetic algorithms, noise, and the sizing of populations. Complex Systems, 6:333-362.
    • (1992) Complex Systems , vol.6 , pp. 333-362
    • Goldberg, D.E.1    Deb, K.2    Clark, J.H.3
  • 14
    • 0001907722 scopus 로고
    • Rapid, accurate optimization of difficult problems using fast messy genetic algorithms
    • Forrest, S., editor, Morgan Kaufmann, San Mateo, California
    • Goldberg, D. E. et al. (1993). Rapid, accurate optimization of difficult problems using fast messy genetic algorithms. In Forrest, S., editor, Proceedings of the Fifth International Conference on Genetic Algorithms, pages 56-64, Morgan Kaufmann, San Mateo, California.
    • (1993) Proceedings of the Fifth International Conference on Genetic Algorithms , pp. 56-64
    • Goldberg, D.E.1
  • 16
    • 0030707244 scopus 로고    scopus 로고
    • The gambler's ruin problem, genetic algorithms, and the sizing of populations
    • Bäck, T., editor, IEEE Press, Piscataway, New Jersey
    • Harik, G. R. et al. (1997). The gambler's ruin problem, genetic algorithms, and the sizing of populations. In Bäck, T., editor, Proceedings of the Forth International Conference on Evolutionary Computation, pages 7-12, IEEE Press, Piscataway, New Jersey.
    • (1997) Proceedings of the Forth International Conference on Evolutionary Computation , pp. 7-12
    • Harik, G.R.1
  • 17
    • 0342319896 scopus 로고
    • Ordering genetic algorithms and deception
    • Männer, R. and Manderick, B., editors, Elsevier Science, Amsterdam, The Netherlands
    • Kargupta, H., Deb, K., and Goldberg, D. E. (1992). Ordering genetic algorithms and deception. In Männer, R. and Manderick, B., editors, Parallel Problem Solving from Nature - PPSN II, pages 47-56, Elsevier Science, Amsterdam, The Netherlands.
    • (1992) Parallel Problem Solving from Nature - PPSN II , pp. 47-56
    • Kargupta, H.1    Deb, K.2    Goldberg, D.E.3
  • 18
    • 11244295202 scopus 로고    scopus 로고
    • Application of the fast messy genetic algorithm to permutation and scheduling problems
    • University of Illinois at Urbana-Champaign, Urbana, Illinois
    • Knjazew, D. (2000). Application of the fast messy genetic algorithm to permutation and scheduling problems. IlliGAL Report No. 2000022, University of Illinois at Urbana-Champaign, Urbana, Illinois.
    • (2000) IlliGAL Report No. 2000022
    • Knjazew, D.1
  • 19
    • 11244280255 scopus 로고    scopus 로고
    • Large-scale permutation optimization with the ordering messy genetic algorithm
    • University of Illinois at Urbana-Champaign, Urbana, Illinois
    • Knjazew, D. and Goldberg, D. E. (2000a). Large-scale permutation optimization with the ordering messy genetic algorithm. IlliGAL Report No. 2000013, University of Illinois at Urbana-Champaign, Urbana, Illinois.
    • (2000) IlliGAL Report No. 2000013
    • Knjazew, D.1    Goldberg, D.E.2
  • 20
    • 7744238595 scopus 로고    scopus 로고
    • OMEGA - Ordering messy ga: Solving permutation problems with the fast messy genetic algorithm and random keys
    • University of Illinois at Urbana-Champaign, Urbana, Illinois
    • Knjazew, D. and Goldberg, D. E. (2000b). OMEGA - ordering messy ga: Solving permutation problems with the fast messy genetic algorithm and random keys. IlliGAL Report No. 2000004, University of Illinois at Urbana-Champaign, Urbana, Illinois.
    • (2000) IlliGAL Report No. 2000004
    • Knjazew, D.1    Goldberg, D.E.2
  • 21
    • 0003140039 scopus 로고
    • Predictive models for the breeder genetic algorithm: I. Continuous parameter optimization
    • Mühlenbein, H. and Schlierkamp-Voosen, D. (1993). Predictive models for the breeder genetic algorithm: I. Continuous parameter optimization. Evolutionary Computation, 1(1):25-49.
    • (1993) Evolutionary Computation , vol.1 , Issue.1 , pp. 25-49
    • Mühlenbein, H.1    Schlierkamp-Voosen, D.2
  • 22
    • 11244314432 scopus 로고
    • Unpublished Ph.D. thesis, Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, Michigan
    • Norman, B. A. (1995). Scheduling using the random keys genetic algorithm. Unpublished Ph.D. thesis, Department of Industrial and Operations Engineering, University of Michigan, Ann Arbor, Michigan.
    • (1995) Scheduling Using the Random Keys Genetic Algorithm
    • Norman, B.A.1
  • 23
    • 0003880299 scopus 로고
    • Random keys genetic algorithm for job shop scheduling
    • University of Michigan, Ann Arbor, Michigan
    • Norman, B. A. and Bean, J. C. (1994). Random keys genetic algorithm for job shop scheduling. Technical Report No. 94-5, University of Michigan, Ann Arbor, Michigan.
    • (1994) Technical Report No. 94-5
    • Norman, B.A.1    Bean, J.C.2
  • 25
    • 0033881315 scopus 로고    scopus 로고
    • Scheduling operations on parallel machines
    • Norman, B. A. and Bean, J. C. (2000). Scheduling operations on parallel machines. IIE Transactions, 32:449-459.
    • (2000) IIE Transactions , vol.32 , pp. 449-459
    • Norman, B.A.1    Bean, J.C.2
  • 26
    • 0030686913 scopus 로고    scopus 로고
    • Random keys genetic algorithm with adaptive penalty function for optimization of constrained facility layout problems
    • IEEE, Piscataway, New Jersey
    • Norman, B. A. and Smith, A. E. (1997). Random keys genetic algorithm with adaptive penalty function for optimization of constrained facility layout problems. In Proceedings of the Forth International Conference on Evolutionary Computation, pages 407-411, IEEE, Piscataway, New Jersey.
    • (1997) Proceedings of the Forth International Conference on Evolutionary Computation , pp. 407-411
    • Norman, B.A.1    Smith, A.E.2
  • 27
    • 84878592578 scopus 로고    scopus 로고
    • Integrated facility design using an evolutionary approach with a subordinate network algorithm
    • Eiben, A. E. et al., editors, Springer-Verlag, Berlin, Germany
    • Norman, B. A., Smith, A. E., and Arapoglu, R. A. (1998). Integrated facility design using an evolutionary approach with a subordinate network algorithm. In Eiben, A. E. et al., editors, Parallel Problem Solving from Nature, PPSN V, pages 937-946, Springer-Verlag, Berlin, Germany.
    • (1998) Parallel Problem Solving from Nature, PPSN V , pp. 937-946
    • Norman, B.A.1    Smith, A.E.2    Arapoglu, R.A.3
  • 28
    • 0001782858 scopus 로고
    • Shall we repair? Genetic algorithms, combinatorial optimization, and feasibility constraints
    • Forrest, S., editor, Morgan Kaufmann, San Mateo, California
    • Orvosh, D. and Davis, L. (1993). Shall we repair? Genetic algorithms, combinatorial optimization, and feasibility constraints. In Forrest, S., editor, Proceedings of the Fifth International Conference on Genetic Algorithms, page 650, Morgan Kaufmann, San Mateo, California.
    • (1993) Proceedings of the Fifth International Conference on Genetic Algorithms , pp. 650
    • Orvosh, D.1    Davis, L.2
  • 31
    • 0000893747 scopus 로고
    • Neuer Beweis eines Satzes über Permutationen
    • Prüfer, H. (1918). Neuer Beweis eines Satzes über Permutationen. Archiv für Mathematik und Physik, 27:742-744.
    • (1918) Archiv für Mathematik und Physik , vol.27 , pp. 742-744
    • Prüfer, H.1
  • 33
    • 0344217429 scopus 로고    scopus 로고
    • Prüfernumbers and genetic algorithms: A lesson on how the low locality of an encoding can harm the performance of GAs
    • Schoenauer, M. et al., editors, Springer-Verlag, Berlin, Germany
    • Rothlauf, F. and Goldberg, D. E. (2000). Prüfernumbers and genetic algorithms: A lesson on how the low locality of an encoding can harm the performance of GAs. In Schoenauer, M. et al., editors, Parallel Problem Solving from Nature, PPSN VI, pages 395-404, Springer-Verlag, Berlin, Germany.
    • (2000) Parallel Problem Solving from Nature, PPSN VI , pp. 395-404
    • Rothlauf, F.1    Goldberg, D.E.2
  • 34
    • 0004688944 scopus 로고
    • Minimum cost topology optimisation of the COST 239 European optical network
    • Pearson, D. W., Steele, N. C., and Albrecht, R. F., editors, Springer-Verlag, New York
    • Sinclair, M. C. (1995). Minimum cost topology optimisation of the COST 239 European optical network. In Pearson, D. W., Steele, N. C., and Albrecht, R. F., editors, Proceedings of the 1995 International Conference on Artificial Neural Nets and Genetic Algorithms, pages 26-29, Springer-Verlag, New York.
    • (1995) Proceedings of the 1995 International Conference on Artificial Neural Nets and Genetic Algorithms , pp. 26-29
    • Sinclair, M.C.1
  • 35
    • 0009670416 scopus 로고    scopus 로고
    • Wireless LAN design using hierarchical genetic algorithm
    • Bäck, T., editor, Morgan Kaufmann, San Francisco, California
    • Tang, K. S., Man, K. F., and Ko, K. T. (1997). Wireless LAN design using hierarchical genetic algorithm. In Bäck, T., editor, Proceedings of the Seventh International Conference on Genetic Algorithms, pages 629-635, Morgan Kaufmann, San Francisco, California.
    • (1997) Proceedings of the Seventh International Conference on Genetic Algorithms , pp. 629-635
    • Tang, K.S.1    Man, K.F.2    Ko, K.T.3
  • 36
    • 84998168797 scopus 로고
    • Convergence models of genetic algorithm selection schemes
    • Davidor, Y., Schwefel, H.-P., and Männer, R., editors, Springer-Verlag, Berlin, Germany
    • Thierens, D. and Goldberg, D. E. (1994). Convergence models of genetic algorithm selection schemes. In Davidor, Y., Schwefel, H.-P., and Männer, R., editors, Parallel Problem Solving from Nature - PPSN III, pages 119-129, Springer-Verlag, Berlin, Germany.
    • (1994) Parallel Problem Solving from Nature - PPSN III , pp. 119-129
    • Thierens, D.1    Goldberg, D.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.