دانلود مقاله ISI انگلیسی شماره 52383
ترجمه فارسی عنوان مقاله

مدل کلان اقتصادی برای پیش بینی ارسال حواله بر اساس شبیه سازی مونت کارلو و هوش مصنوعی

عنوان انگلیسی
A macro-economic model to forecast remittances based on Monte-Carlo simulation and artificial intelligence
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
52383 2012 9 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Expert Systems with Applications, Volume 39, Issue 9, July 2012, Pages 7929–7937

ترجمه کلمات کلیدی
شبکه های بیزی - شبیه سازی مونت کارلو - منطق فازی؛ ارسال حواله
کلمات کلیدی انگلیسی
Bayesian networks; Monte Carlo simulation; Fuzzy logic; Remittances
پیش نمایش مقاله
پیش نمایش مقاله  مدل کلان اقتصادی برای پیش بینی ارسال حواله بر اساس شبیه سازی مونت کارلو و هوش مصنوعی

چکیده انگلیسی

A computer system based on Monte-Carlo simulation and fuzzy logic has been designed, developed and tested to: (i) identify covariates that influence remittances received in a specific country and (ii) explain their behavior throughout the time span involved. The resulting remittance model was designed theoretically, identifying the variables which determined remittances and their dependence relationships, and then developed into a computer cluster. This model aims to be global and is useful for assessing the long term evolution of remittances in scenarios where a rich country is the host (United States of America) while a poor country is the where the migrant is from (El Salvador). By changing the socio-economic characteristics of the countries involved, experts can analyze new socio-economic frameworks to obtain useful conclusions for decision-making processes involving development and sustainability.