메뉴 건너뛰기




Volumn , Issue , 2005, Pages 1835-1842

Ellipsoidal conditions in the real-valued XCS classifier system

Author keywords

Function Approximation; GAs; Learning Classifier Systems; Piece wise Linear Approximation; Radial Bases; XCS

Indexed keywords

APPROXIMATION THEORY; BINARY SEQUENCES; COMPUTATIONAL METHODS; COMPUTER SCIENCE; FUNCTIONS; LEARNING SYSTEMS;

EID: 32444433740     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1068009.1068320     Document Type: Conference Paper
Times cited : (68)

References (27)
  • 3
    • 84949196940 scopus 로고    scopus 로고
    • XCS and GALE: A comparative study of two learning classifier systems and six other learning algorithms on classification tasks
    • P. L. Lanzi, W. Stolzmann, and S. W. Wilson, editors. Springer-Verlag, Berlin Heidelberg
    • E. Bernadó, X. Llorà, and J. M. Garrell. XCS and GALE: A comparative study of two learning classifier systems and six other learning algorithms on classification tasks. In P. L. Lanzi, W. Stolzmann, and S. W. Wilson, editors, Advances in Learning Classifier Systems (LNAI 2321), pages 115-132. Springer-Verlag, Berlin Heidelberg, 2002.
    • (2002) Advances in Learning Classifier Systems (LNAI 2321) , pp. 115-132
    • Bernadó, E.1    Llorà, X.2    Garrell, J.M.3
  • 4
    • 0043284115 scopus 로고    scopus 로고
    • Accuracy-based learning classifier systems: Models, analysis, and applications to classification tasks
    • E. Bernadó-Mansilla and J. M. Garrell-Guiu. Accuracy-based learning classifier systems: Models, analysis, and applications to classification tasks. Evolutionary Computation, 11:209-238, 2003.
    • (2003) Evolutionary Computation , vol.11 , pp. 209-238
    • Bernadó-Mansilla, E.1    Garrell-Guiu, J.M.2
  • 8
    • 32444436436 scopus 로고    scopus 로고
    • Bounding the population size to ensure niche support in XCS
    • Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana-Charapaign
    • M. V. Butz, D. E. Goldberg, P. L. Lanzi, and K. Sastry. Bounding the population size to ensure niche support in XCS. IlliGAL report 2004033, Illinois Genetic Algorithms Laboratory, University of Illinois at Urbana-Charapaign, 2004.
    • (2004) IlliGAL Report 2004033
    • Butz, M.V.1    Goldberg, D.E.2    Lanzi, P.L.3    Sastry, K.4
  • 9
    • 0041780883 scopus 로고    scopus 로고
    • Analysis and improvement of fitness exploitation in XCS: Bounding models, tournament selection, and bilateral accuracy
    • M. V. Butz, D. E. Goldberg, and K. Tharakunnel. Analysis and improvement of fitness exploitation in XCS: Bounding models, tournament selection, and bilateral accuracy. volutionary Computation, 11:239-277, 2003.
    • (2003) Volutionary Computation , vol.11 , pp. 239-277
    • Butz, M.V.1    Goldberg, D.E.2    Tharakunnel, K.3
  • 14
    • 0031268341 scopus 로고    scopus 로고
    • Factorial hidden Markov models
    • Z. Ghahramani and M. I. Jordan. Factorial hidden Markov models. Machine Learning, 29:245-273, 1997.
    • (1997) Machine Learning , vol.29 , pp. 245-273
    • Ghahramani, Z.1    Jordan, M.I.2
  • 15
    • 0011656690 scopus 로고
    • Adaptation
    • R. Rosen and F. Snell, editors. Academic Press, New York
    • J. H. Holland. Adaptation. In R. Rosen and F. Snell, editors, Progress in theoretical biology, volume 4, pages 263-293. Academic Press, New York, 1976.
    • (1976) Progress in Theoretical Biology , vol.4 , pp. 263-293
    • Holland, J.H.1
  • 16
    • 0001666176 scopus 로고
    • Cognitive systems based on adaptive algorithms
    • D. A. Waterman and F. Hayes-Roth, editors. Academic Press, New York
    • J. H. Holland and J. S. Reitman. Cognitive systems based on adaptive algorithms. In D. A. Waterman and F. Hayes-Roth, editors, Pattern directed inference systems, pages 313-329. Academic Press, New York, 1978.
    • (1978) Pattern Directed Inference Systems , pp. 313-329
    • Holland, J.H.1    Reitman, J.S.2
  • 20
    • 0043284110 scopus 로고    scopus 로고
    • For real! XCS with continuous-valued inputs
    • C. Stone and L. Bull. For real! XCS with continuous-valued inputs. Evolutionary Computation, 11:299-336, 2003.
    • (2003) Evolutionary Computation , vol.11 , pp. 299-336
    • Stone, C.1    Bull, L.2
  • 21
    • 0002447833 scopus 로고
    • ZCS: A zeroth level classifier system
    • S. W. Wilson. ZCS: A zeroth level classifier system. Evolutionary Computation, 2:1-18, 1994.
    • (1994) Evolutionary Computation , vol.2 , pp. 1-18
    • Wilson, S.W.1
  • 22
    • 0001387704 scopus 로고
    • Classifier fitness based on accuracy
    • S. W. Wilson. Classifier fitness based on accuracy. Evolutionary Computation, 3(2):149-175, 1995.
    • (1995) Evolutionary Computation , vol.3 , Issue.2 , pp. 149-175
    • Wilson, S.W.1
  • 24
    • 0042643357 scopus 로고    scopus 로고
    • Get real! XCS with continuous-valued inputs
    • P. L. Lanzi, W. Stolzmann, and S. W. Wilson, editors. Springer-Verlag, Berlin Heidelberg
    • S. W. Wilson. Get real! XCS with continuous-valued inputs. In P. L. Lanzi, W. Stolzmann, and S. W. Wilson, editors, Learning classifier systems: From foundations to applications (LNAI 1813), pages 209-219. Springer-Verlag, Berlin Heidelberg, 2000.
    • (2000) Learning Classifier Systems: from Foundations to Applications (LNAI 1813) , pp. 209-219
    • Wilson, S.W.1
  • 27
    • 27144549349 scopus 로고    scopus 로고
    • Classifiers that approximate functions
    • S. W. Wilson. Classifiers that approximate functions. Natural Computing, 1:211-234, 2002.
    • (2002) Natural Computing , vol.1 , pp. 211-234
    • Wilson, S.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.