Multiple genetic programming: a new approach to improve genetic-based month ahead rainfall forecasts

Abstract

It is well documented that standalone machine learning methods are not suitable for rainfall forecasting in long lead-time horizons. The task is more difficult in arid and semiarid regions. Addressing these issues, the present paper introduces a hybrid ma