A three-bar truss design using single-solution simulated Kalman filter optimizer

H Fauzi, U Batool - Mekatronika: Journal of Intelligent …, 2019 - journal.ump.edu.my
Three-bar truss is a structure that is important in the field of civil engineering. Design of the
three-bar truss is thus an interesting problem in engineering. Metaheuristic approach has …

Enhancing simulated Kalman filter algorithm using current optimum opposition-based learning

KZM Azmi, Z Ibrahim, D Pebrianti… - … Journal of Intelligent …, 2019 - journal.ump.edu.my
Simulated Kalman filter (SKF) is a new population-based optimization algorithm inspired by
estimation capability of Kalman filter. Each agent in SKF is regarded as a Kalman filter …

[PDF][PDF] Distance evaluated simulated kalman filter with state encoding for combinatorial optimization problems

ZM Yusof, Z Ibrahim, A Adam, KZM Azmi… - Int J Eng …, 2018 - eprints.utm.my
Abstract Simulated Kalman Filter (SKF) is a population-based optimization algorithm which
exploits the estimation capability of Kalman filter to search for a solution in a continuous …

Design of an helical spring using single-solution simulated kalman filter optimizer

MA Azzam, U Batool, H Fauzi - Mekatronika: Journal of …, 2019 - journal.ump.edu.my
Optimization is one of the important process in solving engineering problems. Regrettably,
there are numerous problems in practical optimization that cannot be solved flawlessly …

A fitness-based adaptive synchronous-asynchronous switching in simulated kalman filter optimizer

NAA Aziz, Z Ibrahim, NHA Aziz, M Mubin… - … on Computer and …, 2019 - ieeexplore.ieee.org
Simulated Kalman Filter (SKF) is a population-based optimizer introduced in 2015 that is
based on Kalman filtering, which consists of prediction, measurement, and estimation …

A Tutorial on Population-based Simulated Kalman Filter

NHA Aziz, NAA Aziz, B Muhammad… - … Journal of Intelligent …, 2019 - journal.ump.edu.my
Abstract Simulated Kalman Filter (SKF) is an estimation-based optimization algorithm which
is established based on the Kalman filtering framework. Even since the SKF algorithm is …

A brief review of simulated Kalman Filter Algorithm–variants and applications

NH Abdul Aziz, Z Ibrahim, NA Ab. Aziz… - …, 2021 - f1000research.com
Simulated Kalman Filter (SKF) solves optimization problems by finding the estimate of the
optimum solution. As a multi-agent algorithm, every agent in the population acts as a …

Fitness-evaluated Adaptive Switching Simulated Kalman Filter Algorithm with Randomness

NAA Aziz, T Ab Rahman… - Mekatronika: Journal of …, 2019 - journal.ump.edu.my
Abstract The original Simulated Kalman Filter (SKF) is an optimizer that employs
synchronous update mechanism. The agents in SKF update their solutions after all fitness …

Single-agent Finite Impulse Response Optimizer vs Simulated Kalman Filter Optimizer

T Ab Rahman, NAA Aziz… - Mekatronika: Journal of …, 2019 - journal.ump.edu.my
Abstract Single-agent Finite Impulse Response Optimizer (SAFIRO) is a new estimation-
based optimization algorithm which mimics the work procedure of the ultimate unbiased …

A Diversity-Based Adaptive Synchronous-Asynchronous Switching Simulated Kalman Filter Optimizer

NAA Aziz, NHA Aziz, B Muhammad, Z Ibrahim… - … : Proceedings of the 5th …, 2020 - Springer
Abstract The original Simulated Kalman Filter (SKF) is an optimizer that employs
synchronous update mechanism. The agents in SKF update their solutions after all fitness …