Data Mining
1. A Novel Hybrid Genetic Algorithm to Predict Students' Academic Performance

Y. Rohani; Z. Torabi; S. Kianian

Volume 8, Issue 2 , Summer and Autumn 2020, , Pages 219-232

  Background: Prediction of students' academic performance is essential for systems emphasizing students' greater success. The results can largely lead to increase in the quality of the educating and learning. Through the application of data mining, useful and innovative patterns can be extracted from ...  Read More

Artificial Intelligence
2. WOA-based Interval Type II Fuzzy Fractional-order Controller Design for a Two-Link Robot Arm

F. Jamshidi; M. Vaghefi

Volume 7, Issue 1 , Winter and Spring 2019, , Pages 69-82

  Background and Objectives: A robot arm is a multi-input multi-output and non-linear system that has many industrial applications. Parameter uncertainties and external disturbances attenuate the performance of this system and a controller design is hence necessary to overcome them. Methods: In ...  Read More

3. A PFC-based Hybrid Approach for Control of Industrial Heating Furnace

H. Nasiri Soloklo; N. Bigdeli

Volume 7, Issue 1 , Winter and Spring 2019, , Pages 83-94

  Background and Objectives: In this paper, a predictive functional control based on Laguerre functions is designed for control of an industrial heating furnace. The fractional order model (FOM) of the heating furnace is assumed as the plant model. Methods: For designing the predictive functional controller ...  Read More