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Original Title: The Use of Soft Computing Methods for Forecasting in Business, Their Applications in Practice
Czech Title: Využití metod Soft Computingu pro predikci v podnikatelství, její aplikace v praxi
English Title: The Use of Soft Computing Methods for Forecasting in Business, Their Applications in Practice
Author(s): DOSTÁL, P.
Type: journal article
Language: en
Original Abstract: This article introduces utilization of soft computing methods for forecasting in business. The methods are represented by fuzzy logic, neural network and genetic algorithms. The tutorial is focused on explanation of principles of methods. The case studies include their application in practice, such as prediction of prices of products, volume of production, estimation of prices of real estate, evaluation of quality of client creditworthiness, prediction of risk rating of mortgages, the prediction of future trends in financial and economic data, the creation and optimization of portfolios, prediction of prices of shares, indexes, currency ratios, etc. The aim is to be familiar with these methods and their applications.
Czech abstract: Článek se zabývá problematikou využití Soft Computingu pro predikci v podnikatelství, její aplikace v praxi.
English abstract: This article introduces utilization of soft computing methods for forecasting in business. The methods are represented by fuzzy logic, neural network and genetic algorithms. The tutorial is focused on explanation of principles of methods. The case studies include their application in practice, such as prediction of prices of products, volume of production, estimation of prices of real estate, evaluation of quality of client creditworthiness, prediction of risk rating of mortgages, the prediction of future trends in financial and economic data, the creation and optimization of portfolios, prediction of prices of shares, indexes, currency ratios, etc. The aim is to be familiar with these methods and their applications.
Keywords: Soft computing, Forecasting, Business, Practice
RIV year: 2012
Released: 05.09.2012
Publisher: Springer-Verlag
Location: Berlin Heidelberg
Pages from: 49
Pages to: 60
Pages count: 12
URL: http://www.springer.com/physics/complexity/book/978-3-642-33226-5