Authors: Vahab Bashiri; Hamidreza Salehi; Mohsen Nowruzi; Aein Ghorbani Ghashghaeinejad; Mohsen Rezaei; Alireza Hamedi
Addresses: Department of Accounting, Imam Khomeini International University, Ghazvin, Iran ' Department of Accounting, Tehran University, Tehran, Iran ' Department of Management, Shahed University, Tehran, Iran ' Department of Management, Islamic Azad University, Science and Research Branch, Tehran, Iran ' Department of Accounting, Islamic Azad University, Science and Research Branch, Zanjan, Iran ' Department of Accounting, Imam Khomeini International University, Ghazvin, Iran
Abstract: Capital structure decision is a challenging problem. The choice of optimal capital structure is very important for the company's continuity and leads to survival in the competitive world. Some researchers have presented variety theories for recognise optimal capital structure and a number of them believe that financial flexibility affects on capital structure as well as firms are able to maximise the firm value through mobilise its financial resources. So, due to importance of this matter, in this study MLP and RBF methods are used to review of the relationship between financial flexibility and capital structure of firms. We are using financial flexibility variables as input data and capital structure as output data. Experimental results indicate that both of different sub-models of NN (MLP and RBF) are good tools for predicting the outputs based on inputs and there is an effective relationship between financial flexibility and capital structure as well.
Keywords: MLP; RBF; capital structure; financial flexibility.
International Journal of Business Forecasting and Marketing Intelligence, 2018 Vol.4 No.2, pp.223 - 234
Received: 29 Jul 2017
Accepted: 09 Oct 2017
Published online: 14 Feb 2018 *