Accession Number : ADA308155

Title :   Center for Parallel Optimization.

Descriptive Note : Final technical rept. 1 Nov 93-31 Oct 95,

Corporate Author : WISCONSIN UNIV-MADISON DEPT OF COMPUTER SCIENCES

Personal Author(s) : Mangasarian, Olvi L. ; Meyer, R. R. ; Ferris, M. C.

PDF Url : ADA308155

Report Date : 19 MAR 1996

Pagination or Media Count : 17

Abstract : A NEW OPTIMIZATION BASED APPROACH TO IMPROVING GENERALIZATION IN MACHINE LEARNING HAS BEEN PROPOSED AND COMPUTATIONALLY VALIDATED ON SIMPLE LINEAR MODELS AS WELL AS ON HIGHLY NONLINEAR SYSTEMS SUCH AS NEURAL NETWORKS.

Descriptors :   *OPTIMIZATION, *LINEAR PROGRAMMING, *BIBLIOGRAPHIES, *LEARNING MACHINES, *SYSTEMS APPROACH, *MEDICAL COMPUTER APPLICATIONS, MATHEMATICAL MODELS, NEURAL NETS, NONLINEAR SYSTEMS, LINEARITY, PARALLEL ORIENTATION, BREAST CANCER.

Subject Categories : Information Science
      Medicine and Medical Research
      Operations Research

Distribution Statement : APPROVED FOR PUBLIC RELEASE