Application of artificial neural network genetic algorithm in inferential estimation and control of a distillation column

• Main Author: Chen, Wah Sit
• Format: Thesis
• Language: English
• Published: 2005
• Subjects: TP Chemical technology
• Online Access: http://eprints.utm.my/id/eprint/4455/1/ChenWahSitMFChR2005.pdf; http://eprints.utm.my/id/eprint/4455/

Adaptation of network weights using Genetic Algorithm (GA) was proposed as a mechanism to improve the performance of Artificial Neural Network (ANN) inferential estimator. This is particularly useful for cases involving changing operating condition as well as highly nonlinear processes. As a case st...