Real Estate Evaluation Model Based on Genetic Algorithm Optimized Neural Network

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Study on the Prediction of Real estate Price Index based on HHGA-RBF Neural Network Algorithm

The traditional error of the back-propagation algorithm multilayer feed-forward network (BP neural network), there are the flaws of a slow convergence of forecast, getting local minimum solutions easily, and forecast accuracy rate is not high. This paper proposes a new approach which is the combination of hierarchical genetic algorithm and least squares method to optimize the RBF neural network...

متن کامل

Application of Radial Basis Function Neural Network Based on Ant Colony Algorithm in Credit Evaluation of Real Estate Enterprises

The credit evaluation index system is the decisive basis for investment. The existing credit evaluation systems of real estate enterprises mostly adopt the Back Propagation (BP) neural network which increasingly shows its limitations, such as slow convergent speed and easy convergence to the local minimum points. In order to evaluate the credit of real estate enterprises more reasonably and com...

متن کامل

A Healthy Development Model of Real Estate Market Based on Bp Neural Network

Based on the analysis of known literatures, this article constructs the sustainable development evaluation model of real estate market from four aspects, including the harmonious development with local economy, reasonable prices, structural balance and financial coordination. Second, This article empirical also analyzes the healthy development of Nanchang real estate market based on the BP neur...

متن کامل

The hybrid approach based on genetic algorithm and neural network to predict financial fraud in banks

Audit has become an essential topic in the world because there is much evidence about deliberate manipulations in the reports. One of the concerns in the field of audit is discovery and search of the financial statements and the high volume of bulk data. This study tried to suggest the appropriate method to detect these frauds due to the data which has been available and a proposed algorithm. R...

متن کامل

The hybrid approach based on genetic algorithm and neural network to predict financial fraud in banks

Audit has become an essential topic in the world because there is much evidence about deliberate manipulations in the reports. One of the concerns in the field of audit is discovery and search of the financial statements and the high volume of bulk data. This study tried to suggest the appropriate method to detect these frauds due to the data which has been available and a proposed algorithm. R...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Data Science Journal

سال: 2019

ISSN: 1683-1470

DOI: 10.5334/dsj-2019-036