On consistency of quadratic and bilinear systems

The earlier described set of estimate calculation algorithms (ECA) for solving recognition and classification problems is considered, in particular ECA subclass described by weights of indices determining recognized objects and weights of precedent objects, for which sufficiently full information is known. Solving the related problem of constructing an optimal on a control sample algorithm is reduced to isolation of the maximal consistent subsystem of the system of bilinear inequalities. Construction of relatively simple criteria of consistency of quadratic and bilinear systems for effective solving of the latter problem is reported.

Publisher
ООО "Эко-Вектор Ай-Пи"
Issue number
3
Language
Russian
Pages
295-297
State
Published
Volume
402
Year
2005
Organizations
  • 1 Rossijskij Univ. Druzhby Narodov, Moscow, Russian Federation
Keywords
Classification (of information); Efficiency; Optimization; Pattern recognition; Quadratic programming; Bilinear systems; Consistency; Algorithms
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