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Volumn 2, Issue , 2003, Pages 1398-1405

Is increased diversity in genetic programming beneficial? An analysis of lineage selection

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS;

EID: 84871486396     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2003.1299834     Document Type: Conference Paper
Times cited : (24)

References (29)
  • 1
    • 3543055669 scopus 로고    scopus 로고
    • Explicit control of diversity and effective variation distance in linear genetic programming
    • volume 2278 of LNCS, Kinsale, Ireland, April, Springer-Verlag
    • M. Brameier and W. Banzhaf. Explicit control of diversity and effective variation distance in linear genetic programming. In Genetic Programming, Proceedings of the 5th European Conference, volume 2278 of LNCS, pages 162-171, Kinsale, Ireland, April 2002. Springer-Verlag.
    • (2002) Genetic Programming, Proceedings of the 5th European Conference , pp. 162-171
    • Brameier, M.1    Banzhaf, W.2
  • 2
    • 0344576674 scopus 로고    scopus 로고
    • A survey and analysis of diversity measures in genetic programming
    • W. B. Langdon et al. editors, New York, 9-13 July, Morgan Kaufmann Publishers
    • E. Burke, S. Gustafson and G. Kendall. A survey and analysis of diversity measures in genetic programming. In W. B. Langdon et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference, pages 716-723, New York, 9-13 July 2002. Morgan Kaufmann Publishers.
    • (2002) Proceedings of the Genetic and Evolutionary Computation Conference , pp. 716-723
    • Burke, E.1    Gustafson, S.2    Kendall, G.3
  • 3
    • 84944320674 scopus 로고    scopus 로고
    • Advanced population diversity measures in genetic programming
    • J.J Merelo Guervos et al. editors, volume 2439 of LNCS, Granada, Spain, September, Springer
    • E. Burke, S. Gustafson, G. Kendall, and N. Krasnogor. Advanced population diversity measures in genetic programming. in J.J Merelo Guervos et al., editors, Seventh International Conference on Parallel Problem Solving from Nature, volume 2439 of LNCS, pages 341-350, Granada, Spain, September 2002. Springer.
    • (2002) Seventh International Conference on Parallel Problem Solving from Nature , pp. 341-350
    • Burke, E.1    Gustafson, S.2    Kendall, G.3    Krasnogor, N.4
  • 5
    • 0004083807 scopus 로고    scopus 로고
    • Reducing bloat and promoting diversity using multi-objective methods
    • L. Speeior et al. editors., San Francisco, CA, 7-1 1 July, Morgan Kaufmann
    • E.D. de Jong, R.A. Watson, and J.B. Pollack. Reducing bloat and promoting diversity using multi-objective methods. In L. Speeior et al.. editors. Proceedings of I he Generic and Evolutionary Computation Conference, pages 11-18. San Francisco, CA, 7-1 1 July 2001. Morgan Kaufmann.
    • (2001) Proceedings of I He Generic and Evolutionary Computation Conference , pp. 11-18
    • De Jong, E.D.1    Watson, R.A.2    Pollack, J.B.3
  • 6
    • 85088356775 scopus 로고    scopus 로고
    • Maintaining the diversity ol genetic programs
    • J. Foster et al. editors., volume 2278 of LNCS, Kinsale, Ireland, 3-5 April, Springer-Verlag
    • A. Ekert and S. Nemeth. Maintaining the diversity ol genetic programs, in J. Foster et al.. editors. Proceedings of the 5th European Genetic Programming Conference, volume 2278 of LNCS, pages 162-171, Kinsale, Ireland, 3-5 April 2002. Springer-Verlag.
    • (2002) Proceedings of the 5th European Genetic Programming Conference , pp. 162-171
    • Ekert, A.1    Nemeth, S.2
  • 8
    • 0041812174 scopus 로고    scopus 로고
    • An adverse interaction between crossover and restricted tree depth in genetic programming
    • J.R. Koza et al. editors., Stanford University, CA, USA, 28-31 July, MIT Press
    • C. Gathercole and P. Ross. An adverse interaction between crossover and restricted tree depth in genetic programming. In J.R. Koza et al., editors. Genetic Programming 1996: Proceedings of the First Annual Conference, pages 291-296, Stanford University, CA, USA, 28-31 July 1996. MIT Press.
    • (1996) Genetic Programming 1996: Proceedings of the First Annual Conference , pp. 291-296
    • Gathercole, C.1    Ross, P.2
  • 9
    • 84897557400 scopus 로고    scopus 로고
    • Fitness uniform selection to preserve genetic diversity
    • D.B. Fogel et al. editors, IEEE Press
    • M. Hutter. Fitness uniform selection to preserve genetic diversity. In D.B. Fogel et al., editors, Proceedings of the 2002 Congress on Evolutionary Compulation CEC2002, pages 783-788. IEEE Press, 2002.
    • (2002) Proceedings of the 2002 Congress on Evolutionary Compulation CEC2002 , pp. 783-788
    • Hutter, M.1
  • 10
    • 0042814009 scopus 로고    scopus 로고
    • Investigating the influence of depth and degree of genotypic change on fitness in genetic programming
    • W. Banzhaf et a!. editors, Orlando, Florida, USA, 13-17 July, Morgan Kaufmann
    • C. Igel and K. Chellapilla. Investigating the influence of depth and degree of genotypic change on fitness in genetic programming. In W. Banzhaf et a!., editors, Proceedings of the Genetic and Evolutionary Computation Conference, pages 1061-1068, Orlando, Florida, USA, 13-17 July 1999. Morgan Kaufmann.
    • (1999) Proceedings of the Genetic and Evolutionary Computation Conference , pp. 1061-1068
    • Igel, C.1    Chellapilla, K.2
  • 11
    • 0041812173 scopus 로고    scopus 로고
    • Efficiently representing populations in genetic programming
    • P.J. Angeline and K F" Kinnear, Jr. editors, chapter 13, MIT Press, Cambridge, MA, USA
    • M. Keijzer. Efficiently representing populations in genetic programming. In P.J. Angeline and K F" Kinnear, Jr., editors, Advances in Genetic Programming 2, chapter 13, pages 259- 278. MIT Press, Cambridge, MA, USA, 1996.
    • (1996) Advances in Genetic Programming , vol.2 , pp. 259-278
    • Keijzer, M.1
  • 13
    • 0031678918 scopus 로고    scopus 로고
    • The evolution of size in variable length representations
    • Anchorage, Alaska, USA, 5-9 May, IEEE Press
    • W.B. Langdon. The evolution of size in variable length repre-sentations. In 1998 IEEE International Conference on Evolutional Compulation, pages 633-638, Anchorage, Alaska, USA, 5-9 May 1998. IEEE Press.
    • (1998) 1998 IEEE International Conference on Evolutional Compulation , pp. 633-638
    • Langdon, W.B.1
  • 14
    • 0003031249 scopus 로고    scopus 로고
    • Size fair and homologous tree genetic programming crossovers
    • 19. April
    • W.B. Langdon. Size fair and homologous tree genetic pro-gramming crossovers. Genetic Programming and Evolvable Machines, 1(1/2):95-1 19. April 2000.
    • (2000) Genetic Programming and Evolvable Machines , vol.1 , Issue.1-2 , pp. 95-101
    • Langdon, W.B.1
  • 17
    • 0042879992 scopus 로고    scopus 로고
    • Modification point depth and genome growth in genetic programming
    • S. Luke. Modification point depth and genome growth in genetic programming. Evolutionary Compulation, 11(1 ):67- 106, 2003.
    • (2003) Evolutionary Compulation , vol.11 , Issue.1 , pp. 67-106
    • Luke, S.1
  • 18
    • 84944312903 scopus 로고    scopus 로고
    • Fighting bloat with nonparametric parsimony pressure
    • J.-J. Merelo Guervos et al. editors., number 2439 in Lecture Notes in Computer Science, LNCS, page 411 ff. Granada, Spain, 7-11 September, Springer-Verlag
    • S. Luke and L. Panait. Fighting bloat with nonparametric parsimony pressure. In J.-J. Merelo Guervos et al., editors. Parallel Problem Solving from Nature - PPSN VII, number 2439 in Lecture Notes in Computer Science, LNCS, page 411 ff., Granada, Spain, 7-11 September 2002. Springer-Verlag.
    • (2002) Parallel Problem Solving from Nature - PPSN VII
    • Luke, S.1    Panait, L.2
  • 19
    • 1542323563 scopus 로고    scopus 로고
    • Fitness sharing in genetic programming
    • D. Whitley el al. editors., Las Vegas. Nevada. USA. 10-12 July, Morgan Kaufmann
    • R.I. McKay. Fitness sharing in genetic programming. In D. Whitley el al., editors. Proceedings of the Genetic and Evolutionary Computation Conference, pages 435-442, Las Vegas. Nevada. USA. 10-12 July 2000. Morgan Kaufmann.
    • (2000) Proceedings of the Genetic and Evolutionary Computation Conference , pp. 435-442
    • McKay, R.I.1
  • 20
    • 1542293621 scopus 로고    scopus 로고
    • Analysis of genetic diversity through population history
    • W. Banzhaf et al. editors., Florida, USA. Morgan Kaufmann
    • N.F. McPhee and N.J. Hopper. Analysis of genetic diversity through population history. In W. Banzhaf et al., editors. Proceedings of the Genetic and Evolutionary Compulation Conference, pages 1112-1120, Florida, USA. 1999. Morgan Kaufmann.
    • (1999) Proceedings of the Genetic and Evolutionary Compulation Conference , pp. 1112-1120
    • McPhee, N.F.1    Hopper, N.J.2
  • 21
    • 84870706575 scopus 로고    scopus 로고
    • Reducing population size while maintaining diversity
    • C. Ryan et al. editors., volume 2610 of LNCS, Essex, 14-16 April, Springer-Verlag
    • P. Monsieurs and E. Flerackers. Reducing population size while maintaining diversity. In C. Ryan et al.. editors. Genetic Programming, Proceedings of EuroGP'2003, volume 2610 of LNCS, pages 145-156, Essex, 14-16 April 2003. Springer-Verlag.
    • (2003) Genetic Programming, Proceedings of EuroGP'2003 , pp. 145-156
    • Monsieurs, P.1    Flerackers, E.2
  • 23
    • 85027501336 scopus 로고
    • Program search with a hierarchical variable length representation: Genetic programming, simulated annealing and hill climbing
    • Y. Davidor et al. editors, number 866 in Lecture Notes in Computer Science, Jerusalem, 9-14 October, Springer-Verlag
    • U.-M. O'Reilly and F. Oppacher. Program search with a hierarchical variable length representation: Genetic programming, simulated annealing and hill climbing. In Y. Davidor et al., editors, Parallel Problem Solving from Nature - PPSN HI, number 866 in Lecture Notes in Computer Science, pages 397-406, Jerusalem, 9-14 October 1994. Springer-Verlag.
    • (1994) Parallel Problem Solving from Nature - PPSN HI , pp. 397-406
    • O'Reilly, U.-M.1    Oppacher, F.2
  • 24
    • 0029545557 scopus 로고
    • Hybridized crossover- based search techniques for program discovery
    • Perth, Australia, 29 November - I December, IEEE Press
    • U.-M. O'Reilly and F. Oppacher. Hybridized crossover- based search techniques for program discovery. In Proceedings of the World Conference on Evolutionary Computation. volume 2, pages 573-578, Perth, Australia, 29 November - I December 1995. IEEE Press.
    • (1995) Proceedings of the World Conference on Evolutionary Computation , vol.2 , pp. 573-578
    • O'Reilly, U.-M.1    Oppacher, F.2
  • 25
    • 35248859170 scopus 로고    scopus 로고
    • A simple but theoretically-motivated method to control bloat in genetic programming
    • C. Ryan et al. editors, volume 2610 of LNCS, Essex. 14-16 April, Springer-Verlag
    • R. Poli. A simple but theoretically-motivated method to control bloat in genetic programming. In C. Ryan et al.. editors, European Conference on Genetic Programming, volume 2610 of LNCS, pages 200-210, Essex. 14-16 April 2003. Springer-Verlag.
    • (2003) European Conference on Genetic Programming , pp. 200-210
    • Poli, R.1
  • 26
    • 0142172460 scopus 로고    scopus 로고
    • On the search properties of different crossover operators in genetic programming
    • J.R. Koza et al. editors., Wisconsin. USA. 25 July 1998. Morgan Kaufmann
    • R. Poli and W.B. Langdon. On the search properties of different crossover operators in genetic programming. In J.R. Koza et al., editors. Proceedings of the Third Annual Genetic Programming Conference, pages 293-301. Wisconsin. USA. 25 July 1998. Morgan Kaufmann.
    • Proceedings of the Third Annual Genetic Programming Conference , pp. 293-301
    • Poli, R.1    Langdon, W.B.2
  • 28
    • 4344635442 scopus 로고    scopus 로고
    • Rooted-tree schemata in genetic programming
    • L. Spector et al. editors., chapter 11, MIT Press, Cambridge. MA. USA, June
    • J.P. Rosea and D.H. Ballard. Rooted-tree schemata in genetic programming. In L. Spector et al.. editors. Advances in Genetic Programming 3. chapter 11, pages 243-271. MIT Press, Cambridge. MA. USA, June 1999.
    • (1999) Advances in Genetic Programming , vol.3 , pp. 243-271
    • Rosea, J.P.1    Ballard, D.H.2
  • 29
    • 1542263761 scopus 로고
    • Pygmies and civil servants
    • K.E. Kinnear, Jr. editor., chapter 11, MIT Press
    • C. Ryan. Pygmies and civil servants. In K.E. Kinnear, Jr., editor. Advances in Genetic Programming, chapter 11, pages 243-263. MIT Press. 1994.
    • (1994) Advances in Genetic Programming , pp. 243-263
    • Ryan, C.1


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