Simulated Kalman Filter: A Novel Estimation-based Metaheuristic Optimization Algorithm

• Main Authors: Zuwairie, Ibrahim, Nor Hidayati, Abd Aziz, Nor Azlina, Ab. Aziz, Saifudin, Razali, Mohd Saberi, Mohamad
• Format: Conference or Workshop Item
• Language: English; English
• Published: Advanced Science Letters 2016
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://umpir.ump.edu.my/id/eprint/12020/1/Simulated%20Kalman%20Filter-%20A%20Novel%20Estimation-based%20Metaheuristic%20Optimization%20Algorithm.pdf; http://umpir.ump.edu.my/id/eprint/12020/7/Simulated%20Kalman%20Filter-%20A%20Novel%20Estimation-based%20Metaheuristic%20Optimization%20Algorithm-%20abstract.pdf; http://umpir.ump.edu.my/id/eprint/12020/
• Institution: Universiti Malaysia Pahang

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...