메뉴 건너뛰기




Volumn 27, Issue 7, 2005, Pages 1063-1074

Learning deterministic finite automata with a smart state labeling evolutionary algorithm

Author keywords

Evolutionary algorithm; Finite state automata; Grammatical inference; Random hill climber

Indexed keywords

COMPUTATIONAL GRAMMARS; EVOLUTIONARY ALGORITHMS; FORMAL LANGUAGES; LEARNING ALGORITHMS; LEARNING SYSTEMS; SPURIOUS SIGNAL NOISE;

EID: 22944433818     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2005.143     Document Type: Article
Times cited : (59)

References (32)
  • 1
    • 0028202641 scopus 로고
    • "An Evolutionary Algorithm that Constructs Recurrent Neural Networks"
    • Jan.
    • P.J. Angeline, G.M. Saunders, and J.P. Pollack, "An Evolutionary Algorithm that Constructs Recurrent Neural Networks," IEEE Trans. Neural Networks, vol. 5, no. 1, pp. 54-65, Jan. 1994.
    • (1994) IEEE Trans. Neural Networks , vol.5 , Issue.1 , pp. 54-65
    • Angeline, P.J.1    Saunders, G.M.2    Pollack, J.P.3
  • 2
    • 0000031372 scopus 로고
    • "Toward a Theory of Evolution Strategies: The (mu, lambda)-Theory"
    • H.-G. Beyer, "Toward a Theory of Evolution Strategies: The (mu, lambda)-Theory," Evolutionary Computation, vol. 2, no. 4, pp. 381-407, 1994.
    • (1994) Evolutionary Computation , vol.2 , Issue.4 , pp. 381-407
    • Beyer, H.-G.1
  • 4
    • 2542463182 scopus 로고    scopus 로고
    • "Inducing Grammars from Sparse Data Sets: A Survey of Algorithms and Results"
    • O. Cicehello and S.C. Kremer, "Inducing Grammars from Sparse Data Sets: A Survey of Algorithms and Results," J. Machine Learning Research, vol. 4 pp. 603-632, 2003.
    • (2003) J. Machine Learning Research , vol.4 , pp. 603-632
    • Cicehello, O.1    Kremer, S.C.2
  • 5
    • 84997844259 scopus 로고
    • "Regular Grammatical Inference from Positive and Negative Samples by Genetic Search: The GIG Method"
    • R.C. Carrasco and J. Oncina, eds.
    • P. Dupont, "Regular Grammatical Inference from Positive and Negative Samples by Genetic Search: The GIG Method," Proc. Grammatical Inference and Applications: Second Int'l Colloquium (ICGI-94), R.C. Carrasco and J. Oncina, eds., pp. 236-245, 1994.
    • (1994) Proc. Grammatical Inference and Applications: Second Int'l. Colloquium (ICGI-94) , pp. 236-245
    • Dupont, P.1
  • 7
    • 0000718697 scopus 로고
    • "Higher order Recurrent Neural Networks and Grammatical Inference"
    • D. Touretzky, ed., San Mateo, Calif.: Morgan Kaufman
    • C. Giles, G. Sun, H. Chen, Y. Lee, and D. Chen, "Higher order Recurrent Neural Networks and Grammatical Inference," Advances in Neural Information Processing Systems 2, D. Touretzky, ed., pp. 380-387, San Mateo, Calif.: Morgan Kaufman, 1990.
    • (1990) Advances in Neural Information Processing Systems , vol.2 , pp. 380-387
    • Giles, C.1    Sun, G.2    Chen, H.3    Lee, Y.4    Chen, D.5
  • 8
    • 22944475127 scopus 로고    scopus 로고
    • "An Incremental Learning Algorithm for Deterministic Finite Automata Using Evolutionary Algorithms (Gecco 2004 Noisy DFA Entry)"
    • J. Gomez, "An Incremental Learning Algorithm for Deterministic Finite Automata Using Evolutionary Algorithms (Gecco 2004 Noisy DFA Entry)," Proc. Genetic and Evolutionary Computation Conf., http://cswww.essex.ac.uk/staff/sml/gecco/results/NoisyDFA/entries/gomez/ Gomez.pdf, 2004.
    • (2004) Proc. Genetic and Evolutionary Computation Conf.
    • Gomez, J.1
  • 10
    • 0024863228 scopus 로고
    • "Cryptographic Limitations on Learning Boolean Formulae and Finite Automata"
    • M. Kearns and L.G. Valiant, "Cryptographic Limitations on Learning Boolean Formulae and Finite Automata," Proc. ACM Symp. Theory of Computation, pp. 433-444, 1989.
    • (1989) Proc. ACM Symp. Theory of Computation , pp. 433-444
    • Kearns, M.1    Valiant, L.G.2
  • 11
    • 2542483236 scopus 로고    scopus 로고
    • "Evidence-Driven State Merging with Search"
    • NECI Technical Report TR98-139, citeseer.nj.nec.com/lang98evidence.html
    • K. Lang, "Evidence-Driven State Merging with Search," NECI Technical Report TR98-139, citeseer.nj.nec.com/lang98evidence.html, 1998.
    • (1998)
    • Lang, K.1
  • 12
  • 13
    • 22944470980 scopus 로고    scopus 로고
    • "the Gowachin Server"
    • K.J. Lang, B. Pearlmutter, and F. Coste, "The Gowachin Server," http://www.irisa.fr/Gowachin/, 2005.
    • (2005)
    • Lang, K.J.1    Pearlmutter, B.2    Coste, F.3
  • 14
    • 84947908042 scopus 로고    scopus 로고
    • "Results of the Abbadingo One DFA Learning Competition and a New Evidence-Driven State Merging Algorithm"
    • K.J. Lang, B.A. Pearlmutter, and R.A. Price, "Results of the Abbadingo One DFA Learning Competition and a New Evidence-Driven State Merging Algorithm," Proc. Int'l Colloquium Grammatical Inference, pp. 1-12, 1998.
    • (1998) Proc. Int'l. Colloquium Grammatical Inference , pp. 1-12
    • Lang, K.J.1    Pearlmutter, B.A.2    Price, R.A.3
  • 15
    • 22944435368 scopus 로고
    • "A Genetic Algorithm for Induction of Non-Deterministic Pushdown Automata"
    • Computer Science Report CS-R 9502, Univ. of Groningen
    • M. Lankhorst, "A Genetic Algorithm for Induction of Non-Deterministic Pushdown Automata," Computer Science Report CS-R 9502, Univ. of Groningen, http://www.ub.rug.nl/eldoc/dis/science/ m.m.lankhorst/c4.pdf, 1995.
    • (1995)
    • Lankhorst, M.1
  • 18
    • 35248892826 scopus 로고    scopus 로고
    • "Evolving Finite State Transducers: Some Initial Explorations"
    • S.M. Lucas, "Evolving Finite State Transducers: Some Initial Explorations," Proc. Sixth European Conf. Genetic Programming, pp. 130-141, 2003.
    • (2003) Proc. Sixth European Conf. Genetic Programming , pp. 130-141
    • Lucas, S.M.1
  • 22
    • 0001946219 scopus 로고
    • "When Will a Genetic Algorithm Outperform Hill Climbing?"
    • J. Cowan, G. Tesauro, and J. Alspector, eds., San Mateo, Calif.: Morgan Kaufman
    • M. Mitchell, J. Holland, and S. Forrest, "When Will a Genetic Algorithm Outperform Hill Climbing?" Advances in Neural Information Processing Systems 6, J. Cowan, G. Tesauro, and J. Alspector, eds., pp. 51-58, San Mateo, Calif.: Morgan Kaufman, 1994.
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 51-58
    • Mitchell, M.1    Holland, J.2    Forrest, S.3
  • 23
    • 84974725549 scopus 로고    scopus 로고
    • "Efficient Search Techniques for the Inference of Minimum Size Finite Automata"
    • A.L. Oliveira and J.P.M. Silva, "Efficient Search Techniques for the Inference of Minimum Size Finite Automata," String Processing and Information Retrieval, pp. 81-89, 1998.
    • (1998) String Processing and Information Retrieval , pp. 81-89
    • Oliveira, A.L.1    Silva, J.P.M.2
  • 25
    • 0027353425 scopus 로고
    • "The Minimum Consistent DFA Problem Cannot Be Approximated within Any Polynomial"
    • L. Pitt and M. Warmuth, "The Minimum Consistent DFA Problem Cannot Be Approximated within Any Polynomial," J. ACM, vol. 40, no. 1, pp. 95-142, 1993.
    • (1993) J. ACM , vol.40 , Issue.1 , pp. 95-142
    • Pitt, L.1    Warmuth, M.2
  • 27
    • 1942484753 scopus 로고    scopus 로고
    • "On State Merging in Grammatical Inference: A Statistical Approach for Dealing with Noisy Data"
    • M. Sebban and J. Janodet, "On State Merging in Grammatical Inference: A Statistical Approach for Dealing with Noisy Data," Proc. Int'l Conf. Machine Learning (ICML), 2003.
    • (2003) Proc. Int'l. Conf. Machine Learning (ICML)
    • Sebban, M.1    Janodet, J.2
  • 28
    • 22944479172 scopus 로고    scopus 로고
    • "BLUE*: A Blue-Fringe Procedure for Learning DFA with Noisy Data (Gecco 2004 Noisy DFA Entry)"
    • M. Sebban, J. Janodet, and F. Tantini, "BLUE*: a Blue-Fringe Procedure for Learning DFA with Noisy Data (Gecco 2004 Noisy DFA Entry)," Proc. Genetic and Evolutionary Computation Conf., http://cswww.essex.ac.uk/staff/sml/gecco/results/NoisyDFA/entries/blue/ BlueFringe.pdf, 2004.
    • (2004) Proc. Genetic and Evolutionary Computation Conf.
    • Sebban, M.1    Janodet, J.2    Tantini, F.3
  • 29
    • 0001770758 scopus 로고
    • "Dynamic Construction of Finite Automata from Examples Using Hill Climbing"
    • M. Tomita, "Dynamic Construction of Finite Automata from Examples Using Hill Climbing," Proc. Fourth Ann. Cognitive Science Conf., pp. 105-108, 1982.
    • (1982) Proc. Fourth Ann. Cognitive Science Conf. , pp. 105-108
    • Tomita, M.1
  • 31
    • 0000032536 scopus 로고
    • "Induction of Finite-State Automata Using Second-Order Recurrent Networks"
    • J. Moody, S. Hanson, and R. Lippmann, eds., San Mateo, Calif.: Morgan Kaufman
    • R. Watrous and G. Kuhn, "Induction of Finite-State Automata Using Second-Order Recurrent Networks," Advances in Neural Information Processing Systems 4, J. Moody, S. Hanson, and R. Lippmann, eds., pp. 309-316, San Mateo, Calif.: Morgan Kaufman, 1992.
    • (1992) Advances in Neural Information Processing Systems , vol.4 , pp. 309-316
    • Watrous, R.1    Kuhn, G.2
  • 32
    • 0041295539 scopus 로고
    • "Context-Free Grammar Induction Using Genetic Algorithms"
    • R. Belew and L. Booker, eds.
    • P. Wyard, "Context-Free Grammar Induction Using Genetic Algorithms," Proc. Fourth Int'l Conf. Genetic Algorithms, R. Belew and L. Booker, eds., pp. 514-518, 1991.
    • (1991) Proc. Fourth Int'l. Conf. Genetic Algorithms , pp. 514-518
    • Wyard, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.