Authors: Benedetto Manganelli; Pierfrancesco De Paola; Vincenzo Del Giudice
Addresses: School of Engineering, University of Basilicata, 10, Viale dell'Ateneo Lucano, Potenza 85100, Italy ' University of Naples 'Federico II', Piazzale Vincenzo Tecchio, Naples 80125, Italy ' University of Naples 'Federico II', Piazzale Vincenzo Tecchio, Naples 80125, Italy
Abstract: The purpose of this research is to analyse the performance of a real estate valuation model based on the multi objective decision making methods. The optimal price function is achieved with the goal programming model. The price function which is described as the sum of the individual objectives (criteria), and the goals are the prices of comparable properties. The model integrates with the inductive and deductive approach overcomes many of the assumptions of the best known statistical approaches. The evaluation of the proposed model is performed by comparing the results obtained by the application, to the same case study, of a multiple linear regression model and a nonlinear regression method based on penalised spline smoothing model. The comparison shows, first of all, the best interpretation capabilities of the proposed model.
Keywords: goal programming; multi-criteria; real estate market; multi objective decision making; MODM.
International Journal of Business Intelligence and Data Mining, 2018 Vol.13 No.4, pp.441 - 455
Accepted: 07 Feb 2017
Published online: 17 Jan 2018 *