A Kalman Filter Approach for Solving Unimodal Optimization Problems

QR Code

A Kalman Filter Approach for Solving Unimodal Optimization Problems

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...

Full description

Bibliographic Details
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/ http://umpir.ump.edu.my/id/eprint/19724/1/fkee-2015-zuwairie-a%20kalman%20filter%20approach%20for%20solving.pdf

Similar Items

Parameter-Less Simulated Kalman Filter
by: Nor Hidayati, Abdul Aziz, et al.
Published: (2017)

Single-Solution Simulated Kalman Filter Algorithm for Global Optimisation Problems
by: Nor Hidayati, Abdul Aziz, et al.
Published: (2016)

An Analysis on the Number of Agents Towards the Performance of the Simulated Kalman Filter Optimizer
by: Nor Hidayati, Abdul Aziz, et al.
Published: (2018)

A Kalman Filter Approach to PCB Drill Path Optimization Problem
by: Abdul Aziz, Nor Hidayati, et al.
Published: (2017)

Three Approaches to Solve Combinatorial Optimization Problems using Simulated Kalman Filter
by: Zulkifli, Md. Yusof, et al.
Published: (2016)

Simulated Kalman Filter algorithms for solving optimization problems
by: Nor Hidayati, Abdul Aziz
Published: (2019)

Solving Airport Gate Allocation Problem Using Angle Modulated Simulated Kalman Filter
by: Kamil Zakwan, Mohd Azmi, et al.
Published: (2016)

Simulated Kalman Filter: A Novel Estimation-based Metaheuristic Optimization Algorithm
by: Zuwairie, Ibrahim, et al.
Published: (2016)

Distance Evaluated Simulated Kalman Filter for Combinatorial Optimization Problems
by: Zulkifli, Md. Yusof, et al.
Published: (2015)

How Important the Error Covariance in Simulated Kalman Filter?
by: Nor Hidayati, Abd Aziz, et al.
Published: (2016)

Angle Modulated Simulated Kalman Filter Algorithm for Combinatorial Optimization Problems
by: Zulkifli, Md. Yusof, et al.
Published: (2016)

Local Optimum Distance Evaluated Simulated Kalman Filter For Combinatorial Optimization Problems
by: Zulkifli, Md. Yusof, et al.
Published: (2016)

Feature Selection using Binary Simulated Kalman Filter for Peak Classification of EEG Signals
by: Badaruddin, Muhammad, et al.
Published: (2018)

Solving Airport Gate Allocation Problem using Simulated Kalman Filter
by: Zulkifli, Md. Yusof, et al.
Published: (2016)

Asynchronous simulated kalman filter optimization algorithm
by: Zuwairie, Ibrahim, et al.
Published: (2018)

A fitness-based adaptive synchronous-asynchronous switching in simulated kalman filter optimizer
by: Nor Azlina, Ab. Aziz, et al.
Published: (2019)

BSKF: Binary Simulated Kalman Filter
by: Zulkifli, Md. Yusof, et al.
Published: (2015)

An oppositional learning prediction operator for simulated kalman filter
by: Zuwairie, Ibrahim, et al.
Published: (2018)

Distance evaluated simulated kalman filter with state encoding for combinatorial optimization problems
by: Zuwairie, Ibrahim, et al.
Published: (2018)

A New Hybrid Simulated Kalman Filter and Particle Swarm Optimization for Continuous Numerical Optimization Problems
by: Badaruddin, Muhammad, et al.
Published: (2015)

Cubature kalman optimizer : A novel metaheuristic algorithm for solving numerical optimization problems
by: Zulkifli, Musa, et al.
Published: (2023)

Multi-Agent cubature Kalman optimizer: A novel metaheuristic algorithm for solving numerical optimization problems
by: Zulkifli, Musa, et al.
Published: (2024)

Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process
by: Nor Hidayati, Abdul Aziz, et al.
Published: (2018)

Simulated Kalman Filter optimization algorithm for maximization of wireless sensor networks coverage
by: Nor Azlina, Ab. Aziz, et al.
Published: (2019)

A diversity-based adaptive synchronous-asynchronous switching simulated kalman filter optimizer
by: Nor Azlina, Ab. Aziz, et al.
Published: (2019)

An application of simulated Kalman filter optimization algorithm for parameter tuning in proportional-integral-derivative controllers for automatic voltage regulator system
by: Badaruddin, Muhammad, et al.
Published: (2018)

A simulated Kalman filter optimizer with white hole operator
by: Zuwairie, Ibrahim, et al.
Published: (2018)

Four Different Methods to Hybrid Simulated Kalman Filter (SKF) with Gravitational Search Algorithm (GSA)
by: Badaruddin, Muhammad, et al.
Published: (2016)

Four Different Methods to Hybrid Simulated Kalman Filter (SKF) with Particle Swarm Optimization (PSO)
by: Badaruddin, Muhammad, et al.
Published: (2016)

Oppositional learning prediction operator with jumping rate for simulated kalman filter
by: Badaruddin, Muhammad, et al.
Published: (2019)

Synchronous-asynchronous simulated kalman filter algorithm with random switching
by: Zuwairie, Ibrahim, et al.
Published: (2020)

Transitional particle swarm optimization
by: Nor Azlina, Ab. Aziz, et al.
Published: (2017)

Simulated Kalman Filter with modified measurement, substitution mutation and hamming distance calculation for solving traveling salesman problem
by: Suhazri Amrin, Rahmad, et al.
Published: (2022)

Enhancing simulated kalman filter algorithm using current optimum opposition-based learning
by: Kamil Zakwan, Mohd Azmi, et al.
Published: (2019)

Adaptive Beamforming Algorithm based on Generalized Opposition-based Simulated Kalman Filter
by: Kelvin, Lazarus, et al.
Published: (2016)

Solving assembly sequence planning using angle modulated simulated kalman filter
by: Ainizar, Mustapa, et al.
Published: (2018)

Mechanisms of unimodal and cross-modal interference
by: Hirst, Rebecca
Published: (2019)

Single-agent finite impulse response optimizer for numerical optimization problems
by: Tasiransurini, Ab Rahman, et al.
Published: (2018)

Data filtering of 5-axis inertial measurement unit using kalman filter
by: Nur Syazwani, Samsudin
Published: (2013)

Feature Selection using Angle Modulated Simulated Kalman Filter for Peak Classification of EEG Signals
by: Asrul, Adam, et al.
Published: (2016)