Применение метода комитетов для решения задач классификации

Abstract

This study is devoted to the study of the relationship between regulators, executors and consumers in shared interest’s systems. As a natural example of a system with shared interests, this paper uses the transport infrastructure. The goal is to build a model of interaction between executors and consumers and develop an approach to using the calculations obtained on the model of interaction between regulators and executors, as the initial data for the new model. As a result, a simulation model based on a discrete series of queuing systems has been obtained, which allows to obtain the distribution of passengers along the service channels, taking into account their quality for five reporting periods in advance.The article provides an overview of the results of using committee structures in solving classification problems on the example of classification of borrowers and forecasting the movement of the price index CAC40. It is considered reduction of the problem of constructing p-committee to the problem of linear partialinteger programming.

Статья содержит обзор результатов применения комитетных конструкций в решении задач классификации на примере классификации заемщиков и прогнозирования движения цены индекса CAC40. Рассматривается сведение задачи построения p­комитета к задаче линейного частично-целочисленного про­граммирования.