Importance Of Fuzzy Neural Networks In More Accurate Prediction Of Expected Activity Levels And Major Operational And Financial Trends (A Case Study: Sarkhoon&Geshm Gas Refinery Co.)
Journal Title: International Research Journal of Applied and Basic Sciences - Year 2013, Vol 6, Issue 3
Abstract
Identification of a series of products and activities and subsequent activity levels expected Ability to effectively plan sales and profit forecasts. Determining the optimal point to improve the company's production and Planning for the future managers will be important to maximize the organization's goals.With increasing advances in science, the use of new techniques and the use of intelligent technology boom have been predicted in. The prediction methods, artificial neural networks and fuzzy logic have been applied in many fields and each one has its advantages and disadvantages. In this paper, the application of science to predict the expected levels and trends in key financial and operational activities of the SarkhoonandQeshm Gas Refinerycompany is used for the study. The design and implementation of Fuzzy Neural Network Model, Using four criteria of measurement error, Model results are compared only with the ANN model, The results show that the fuzzy neural model predictions are much better And the higher the speed and the ability of single neural network to predict has been a stronger approximation .
Authors and Affiliations
FaribaBordbar*| MSc in Accounting, Master of university, Zahedan, Iran, Mohammad Omidvar| MSc in Information Technology, Head of IT Projects, Sarkhoon and Qeshm Inc., Bandar Abbas, Iran
Keywords
Related Articles
- EP ID EP6136
- DOI -
- Views 276
- Downloads 8
A Comparative Study of Ending of Guardianship (al- Welayah) According to Ibn A’rabi and All?ma Seyyed Heydar Amoli
Ending of guardianship is significantly important in Ibn A’rabi’s school, in terms of identity and typology. Ibn A’rabi has divided the term, guardianship, to sub topics, and has presented his own opinion about each of t...
The study of effective factors influencing the employees’ life and its role in efficiency CA case study in the pars khodro company pride automobile Hall)
With the increase of competitive market of cars and automobiles in Iran in recent years, one of the basic strategies of Pars Khodro company is the increase in the paid profit to stockholders via decreasing the finished p...
Standards of Healthy Environment and Children Learning
In recent years concerning to a wide development of training coerces, not being in harmony between training and students, is in the center of expert attentions because the environmental physic can affect the learning pro...
Salvation and Redemption in the Exclusivist and Inclusivist Views and Islamic Thought
Discussion of "Salvation" and "redemption" of religions' followers has a long history as history of regions and always part of intellectual and cultural exchanges of religions have been devoted to this use and it sometim...
The contribution of Quran in the development of human being's society
Islam commands that one's environment must be cared for,protected and forbids destructing it in any way. It does so through the following means:It teaches us to establish justice. It specifies roles for menand women, whe...