Application of gene expression programming for seasonal rainfall forecasting in Western Australia using potential climate indices

Forecasting copper price using gene expression programming

Forecasting the prices of metals is important in many aspects of economics. Metal prices are also vital variables in financial models for revenue evaluation, which forms the basis of an effective payment regime using resource policymakers. According to the severe changes of the metal prices in the recent years, the classic estimation methods cannot correctly estimate the volatility. In order to...

A comparison of two seasonal rainfall forecasting systems for Australia

There are at present two major governmental seasonal rainfall forecasting programs in Australia. The first of these programs is run by the Australian Government through the Bureau of Meteorology and commenced in 1989. The second is run by the Queensland Government (QG) through its Department of Environment and Resource Management (and its predecessors) and commenced in 1994. Both programs issue...

Impacts of climate change on rainfall indices estimation in western sub-basins of Iran

Improvement of Gene Expression Programming Model Performance using Wavelet Transform for the Estimation of Long-Term Rainfall in Rasht City

Rainfall may be considered as the most important source of drinking water and watering land in different areas all over the world. Therefore, simulation and estimation of the hydrological phenomenon is of paramount importance. In this study, for the first time, the long-term rainfall in Rasht city was simulated using an optimum hybrid artificial intelligence (AI) model over a 62 year period fro...

Optimization of Gene Expression Programming Model using Wavelet Transform for Simulating Long-term Rainfall in Anzali City

Due to drought and climate change, estimation and prediction of rainfall is quite important in various areas all over the world. In this study, a novel artificial intelligence (AI) technique (WGEP) was developed to model long-term rainfall (67 years period) in Anzali city for the first time. This model was combined using Wavelet Transform (WT) and Gene Expression Programming (GEP) model. Firstl...