Using pseudo gradient search for solving nonlinear multiregression based on 2-additive measures

Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, IRI-2006

Volumn , Issue , 2006, Pages 410-413

  Mahasukhon, Puttipong ^a   Sharif, Hamid ^a   Wang, Zhenyuan ^b  

^a UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^b UNIVERSITY OF NEBRASKA AT OMAHA   (United States)

Author keywords

2 additive measure; Choquet integral; Multiregression; Nonlinear optimization

Indexed keywords

ALGORITHMS; NONLINEAR SYSTEMS; OPTIMIZATION; PROBLEM SOLVING; REGRESSION ANALYSIS;

2-ADDITIVE MEASURE; CHOQUET INTEGRAL; MULTIREGRESSION; NONLINEAR OPTIMIZATION;

ONLINE SEARCHING;

EID: 34547456953     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IRI.2006.252449     Document Type: Conference Paper

References (7)

1. K. Xu, Z. Wang, M. Wong, and K. Leung, "Discover dependency pattern among attributes by using a new type of nonlinear multiregression," International Journal of Intelligent Systems, vol. 16, pp. 949-962, 2001
2. Z.Wang, "A new model of nonlinear multiregressions by projection pursuit based on generalized Choquet integrals," Proc. FUZZ-IEEE2002, pp. 1240-1244, Hawaii, 2002.
3. M. Grabisch, "A New Algorithm for Identifying Fuzzy Measures and Its Application to Pattern Recognition," Proc. FUZZ-IEEEIFES'95, Yokohama, Japan, pp. 145-150, March 1995.
4. M. Spilde and Z. Wang, "Solving Nonlinear Optimization Problems Based on Generalized Choquet Integrals by Using Soft Computing Techniques," in the 11th World Congress of International Fuzzy Systems Association (IFSA 2005), pp. 450-454, 2005.
5. J. Hui and Z. Wang, "Nonlinear Multiregressions Based on Choquet Integral for Data with Both Numerical and Categorical Attributes," in the llth World Congress of International Fuzzy Systems Association (IFSA 2005), pp. 445-449, 2005.
6. Z. Wang and G. J. Klir, Fuzzy Measure Theory, New York: Plenum Press, 1992.
7. Principles and Recommendations for a Vital Statistics System, Revision 2, United Nations Publication, Sales No. E.01.XVII.10, United Nations, New York, 2001. Available: http://unstats.un.org/unsd/demographic/ products/dyb/DYB2001/Table04.xls