A Kalman Filter Approach for Solving Unimodal Optimization Problems

• Main Authors: Zuwairie, Ibrahim, Nor Hidayati, Abdul Aziz, Nor Azlina, Ab. Aziz, Saifudin, Razali, Mohd Ibrahim, Shapiai, Sophan Wahyudi, Nawawi, Mohd Saberi, Mohamad
• Format: Article
• Language: English
• Published: ICIC International 2015
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://umpir.ump.edu.my/id/eprint/19724/1/fkee-2015-zuwairie-a%20kalman%20filter%20approach%20for%20solving.pdf; http://umpir.ump.edu.my/id/eprint/19724/; http://www.ijicic.org/el-9(12).htm

In this paper, a new population-based metaheuristic optimization algorithm, named Simulated Kalman Filter (SKF) is introduced. This new algorithm is inspired by the estimation capability of the Kalman Filter. In principle, state estimation problem is regarded as an optimization problem, and each age...