With reference to the current issue of energy efficiency of residential buildings, the aim of this research is to analyze the possible influence of the energy performance component on the property prices formation. The study sample consists of two hundred residential units recently sold and located in the city of Bari (Italy). The implemented methodology is represented by a data-driven technique that employs a genetic algorithm to identify the functional expressions. The elaborations carried out have allowed the identification of a statistically reliable and easily interpretable model, which denotes an appreciable contribution of the energy component on housing prices
Energy Retrofit Assessment Through Automated Valuation Models: an Italian Case Study / Tajani, Francesco; Morano, Pierluigi; Di Liddo, Felicia; Ntalianis, Klimis; Guarnaccia, Claudio; Mastorakis, Nikos. - STAMPA. - 1982:(2018). (Intervento presentato al convegno 2nd International Conference on Mathematical Methods and Computational Techniques in Science and Engineering tenutosi a Cambridge, UK nel February 16-18, 2018) [10.1063/1.5045451].
Energy Retrofit Assessment Through Automated Valuation Models: an Italian Case Study
Francesco Tajani;Pierluigi Morano;Felicia Di Liddo;
2018-01-01
Abstract
With reference to the current issue of energy efficiency of residential buildings, the aim of this research is to analyze the possible influence of the energy performance component on the property prices formation. The study sample consists of two hundred residential units recently sold and located in the city of Bari (Italy). The implemented methodology is represented by a data-driven technique that employs a genetic algorithm to identify the functional expressions. The elaborations carried out have allowed the identification of a statistically reliable and easily interpretable model, which denotes an appreciable contribution of the energy component on housing pricesI documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
