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Volumn 12, Issue 8, 2012, Pages 2168-2177

Application of genetic algorithm for fuzzy rules optimization on semi expert judgment automation using Pittsburg approach

Author keywords

Early activity duration estimation; Expert judgment; Fuzzy rules optimization; Genetic algorithm; Genetic fuzzy system; Pittsburg approach

Indexed keywords

ACTIVITY DURATION; ACTIVITY-BASED; BINARY ENCODINGS; EXECUTION TIME; EXPERT JUDGMENT; FUZZY RULE SET; GENETIC FUZZY SYSTEMS; HEURISTIC SEARCH METHODS; INTERPRETABILITY; KNOWLEDGE BASE; LINGUISTIC TERMS; PITTSBURG APPROACH; SIMILAR DEGREE; SOFTWARE PROJECT MANAGEMENT;

EID: 84861871169     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2012.03.018     Document Type: Article
Times cited : (20)

References (41)
  • 1
    • 33947131690 scopus 로고    scopus 로고
    • Determining inspection cost-effectiveness by combining project data and expert opinion
    • B. Freimut, L.C. Briand, and F. Vollei Determining inspection cost-effectiveness by combining project data and expert opinion IEEE Transactions on Software Engineering 31 December (12) 2005
    • (2005) IEEE Transactions on Software Engineering , vol.31 , Issue.DECEMBER 12
    • Freimut, B.1    Briand, L.C.2    Vollei, F.3
  • 2
    • 33745900623 scopus 로고    scopus 로고
    • Evidence-based guidelines for assessment of software development cost uncertainty
    • M. Jorgensen Evidence-based guidelines for assessment of software development cost uncertainty IEEE Transactions on Software Engineering 31 November (11) 2005
    • (2005) IEEE Transactions on Software Engineering , vol.31 , Issue.NOVEMBER 11
    • Jorgensen, M.1
  • 3
    • 50149096917 scopus 로고    scopus 로고
    • Genetic fuzzy systems: Taxonomy, current research trends and prospects
    • Springer pp. 27-46
    • F. Herrera Genetic fuzzy systems: taxonomy, current research trends and prospects Evolutionary Intelligence 2008 Springer pp. 27-46
    • (2008) Evolutionary Intelligence
    • Herrera, F.1
  • 4
    • 33748894279 scopus 로고    scopus 로고
    • Genetic fuzzy systems: Status, critical considerations and future directions
    • F. Herrera Genetic fuzzy systems: status, critical considerations and future directions International Journal of Computational Intelligence 2005 59 67
    • (2005) International Journal of Computational Intelligence , pp. 59-67
    • Herrera, F.1
  • 6
    • 50249158107 scopus 로고    scopus 로고
    • Consistent, complete and compact generation of DNF-type fuzzy rules by a Pittsburgh-style genetic algorithm
    • J. Casillas, and P. Martínez Consistent, complete and compact generation of DNF-type fuzzy rules by a Pittsburgh-style genetic algorithm Fuzzy Systems Conference, FUZZ-IEEE 2007
    • (2007) Fuzzy Systems Conference, FUZZ-IEEE
    • Casillas, J.1    Martínez, P.2
  • 10
    • 34548263715 scopus 로고    scopus 로고
    • Guest editorial genetic fuzzy systems: What's next? An introduction to the special section
    • O. Cordón, R. Alcalá, J. Alcalá-Fdez, and I. Rojas Guest editorial genetic fuzzy systems: what's next? An introduction to the special section IEEE Transactions on Fuzzy Systems 15 August (4) 2007 2007
    • (2007) IEEE Transactions on Fuzzy Systems , vol.15 , Issue.AUGUST 4 , pp. 2007
    • Cordón, O.1    Alcalá, R.2    Alcalá-Fdez, J.3    Rojas, I.4
  • 14
    • 9644257194 scopus 로고    scopus 로고
    • Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction
    • W. Hanli, S. Kwong, Y. Jin, W. Wei, and K.F. Man Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction Fuzzy Sets and Systems 2005 149 186
    • (2005) Fuzzy Sets and Systems , pp. 149-186
    • Hanli, W.1    Kwong, S.2    Jin, Y.3    Wei, W.4    Man, K.F.5
  • 15
    • 33751166396 scopus 로고    scopus 로고
    • Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation
    • R. Alcala, J. Alcala-Fdez, F. Herrera, and J. Otero Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation International Journal of Approximate Reasoning 2007 45 64
    • (2007) International Journal of Approximate Reasoning , pp. 45-64
    • Alcala, R.1    Alcala-Fdez, J.2    Herrera, F.3    Otero, J.4
  • 16
    • 37249020074 scopus 로고    scopus 로고
    • Cooperative evolutionary learning of linguistic fuzzy rules and parametric aggregation connectors for Mamdani fuzzy systems
    • DOI 10.1109/TFUZZ.2007.904121, Special Issue on Aggregation Operators
    • F.A. Márquez, A. Peregrín, and F. Herrera Cooperative evolutionary learning of linguistic fuzzy rules and parametric aggregation connectors for Mamdani fuzzy systems IEEE Transactions on Fuzzy Systems 15 December (6) 2007 1162 1178 (Pubitemid 350268646)
    • (2007) IEEE Transactions on Fuzzy Systems , vol.15 , Issue.6 , pp. 1162-1178
    • Marquez, F.A.1    Peregrin, A.2    Herrera, F.3
  • 17
    • 0035415952 scopus 로고    scopus 로고
    • Generating the knowledge base of a fuzzy rule-based system by the genetic learning of the data base
    • DOI 10.1109/91.940977, PII S1063670601045301, Fuzzy Logic at the Turn of the Millennium
    • O. Cordón, F. Herrera, and P. Villar Generating the knowledge base of a fuzzy rule-based system by the genetic learning of the data base IEEE Transactions on Fuzzy Systems 9 August (4) 2001 667 674 (Pubitemid 32933051)
    • (2001) IEEE Transactions on Fuzzy Systems , vol.9 , Issue.4 , pp. 667-674
    • Cordon, O.1    Herrera, F.2    Villar, P.3
  • 19
    • 76149127693 scopus 로고    scopus 로고
    • An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification
    • K.S. Yap, C.P. Lim, and J. Mohamad-Saleh An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification Journal of Intelligent and Fuzzy Systems 2010 65 78
    • (2010) Journal of Intelligent and Fuzzy Systems , pp. 65-78
    • Yap, K.S.1    Lim, C.P.2    Mohamad-Saleh, J.3
  • 20
    • 0035426308 scopus 로고    scopus 로고
    • A genetic learning process for the scaling factors, granularity and contexts of the fuzzy rule-based system data base
    • DOI 10.1016/S0020-0255(01)00143-8, PII S0020025501001438
    • O. Cordón, F. Herrera, L. Magdalena, and P. Villar A genetic learning process for the scaling factors, granularity and contexts of the fuzzy rule-based system data base Information Sciences 2001 85 107 (Pubitemid 32621496)
    • (2001) Information Sciences , vol.136 , Issue.1-4 , pp. 85-107
    • Cordon, O.1    Herrera, F.2    Magdalena, L.3    Villar, P.4
  • 21
    • 0002526270 scopus 로고    scopus 로고
    • A genetic algorithm to support learning fuzzy control rules from examples
    • F. Herrera, J.L. Verdegay, Physica-Verlag
    • B. Filipic, and D. Juricic A genetic algorithm to support learning fuzzy control rules from examples F. Herrera, J.L. Verdegay, Genetic Algorithms and Soft Computing 1996 Physica-Verlag 403 418
    • (1996) Genetic Algorithms and Soft Computing , pp. 403-418
    • Filipic, B.1    Juricic, D.2
  • 24
    • 3042600832 scopus 로고    scopus 로고
    • Associations and rules in data mining: A link analysis
    • W. Pedrycz Associations and rules in data mining: a link analysis International Journal of Intelligent Systems 19 7 2004 653 670
    • (2004) International Journal of Intelligent Systems , vol.19 , Issue.7 , pp. 653-670
    • Pedrycz, W.1
  • 25
    • 4844220240 scopus 로고    scopus 로고
    • Constructing a user-friendly GA-based fuzzy system directly from numerical data
    • Y. Teng, and W. Wang Constructing a user-friendly GA-based fuzzy system directly from numerical data IEEE Transactions on Systems, Man, and Cybernetics 34 5 2004 2060 2070
    • (2004) IEEE Transactions on Systems, Man, and Cybernetics , vol.34 , Issue.5 , pp. 2060-2070
    • Teng, Y.1    Wang, W.2
  • 27
    • 0141838535 scopus 로고    scopus 로고
    • A review of studies on expert estimation of software development effort
    • M. Jorgensen A review of studies on expert estimation of software development effort The Journal of Systems and Software 2002 37 60
    • (2002) The Journal of Systems and Software , pp. 37-60
    • Jorgensen, M.1
  • 29
    • 0029707174 scopus 로고    scopus 로고
    • Expert judgement as an estimating method
    • DOI 10.1016/0950-5849(95)01045-9
    • R.T. Hughes Expert judgement as an estimating method Information and Software Technology 1996 67 75 (Pubitemid 126349287)
    • (1996) Information and Software Technology , vol.38 , Issue.2 , pp. 67-75
    • Hughes, R.T.1
  • 31
    • 58049200453 scopus 로고    scopus 로고
    • Bayesian network models for web effort prediction: A comparative study
    • E. Mendes, and N. Mosley Bayesian network models for web effort prediction: a comparative study IEEE Transactions on Software Engineering 34 November/December (6) 2008 723 737
    • (2008) IEEE Transactions on Software Engineering , vol.34 , Issue.NOVEMBER , pp. 723-737
    • Mendes, E.1    Mosley, N.2
  • 32
    • 0037349232 scopus 로고    scopus 로고
    • An effort prediction interval approach based on the empirical distribution of previous estimation accuracy
    • M. Jorgensen, and D.I.K. Sjoberg An effort prediction interval approach based on the empirical distribution of previous estimation accuracy Information and Software Technology 2002 123 136
    • (2002) Information and Software Technology , pp. 123-136
    • Jorgensen, M.1    Sjoberg, D.I.K.2
  • 34
    • 58749087373 scopus 로고    scopus 로고
    • A study of project selection and feature weighting for analogy based software cost estimation
    • Y.F. Li, M. Xie, and T.N. Goh A study of project selection and feature weighting for analogy based software cost estimation Journal of Systems and Software 2008 241 252
    • (2008) Journal of Systems and Software , pp. 241-252
    • Li, Y.F.1    Xie, M.2    Goh, T.N.3
  • 39
    • 63049099813 scopus 로고    scopus 로고
    • Software development effort estimation: Formal models or expert judgment?
    • M. Jorgensen, and B. Boehm Software development effort estimation: formal models or expert judgment? IEEE Software March/April 2009
    • (2009) IEEE Software , Issue.MARCH
    • Jorgensen, M.1    Boehm, B.2
  • 40
    • 0346694424 scopus 로고    scopus 로고
    • Better sure than safe? Overconfidence in judgment based software development effort prediction intervals
    • M. Jorgensen, K.H. Teigen, and K. Molokken Better sure than safe? Overconfidence in judgment based software development effort prediction intervals Journal of Systems and Software 2004 79 93
    • (2004) Journal of Systems and Software , pp. 79-93
    • Jorgensen, M.1    Teigen, K.H.2    Molokken, K.3
  • 41
    • 33750964694 scopus 로고    scopus 로고
    • Improving the COCOMO model using a neuro-fuzzy approach
    • DOI 10.1016/j.asoc.2005.06.007, PII S1568494605000712
    • X. Huang, D. Ho, J. Ren, and L.F. Capretz Improving the COCOMO model using a neuro-fuzzy approach Applied Soft Computing 2007 29 40 (Pubitemid 44739435)
    • (2007) Applied Soft Computing Journal , vol.7 , Issue.1 , pp. 29-40
    • Huang, X.1    Ho, D.2    Ren, J.3    Capretz, L.F.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.