A novel hybrid grey-interval type-2 fuzzy logic system
Loading...
Date
2015-03
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Terengganu: Universiti Malaysia Terengganu
Abstract
This research intends to propose a novel hybrid model of interval type-2 fuzzy logic system (IT2FLS) and grey theory model to produce a sound forecasting method. The proposed model couples an IT2FLS with a grey model theory namely as greyinterval type-2 fuzzy logic system (G-IT2FLS). The G-IT2FLS aims at exploiting the advantages of the two constituent models to the maximum. Yet, the combination between the IT2FLS and grey model require less burden on computational to design a robust hybrid forecasting model. It was significantly improvised and enhanced through parameter identification, model initialization and structure of the model.
Description
Keywords
QA 312.5 .H4 2015, Herrini Binti Mohd Pauzi, forecasting of CO2 emissions, Thesis PPIMG 2015, Fuzzy logic system