Analytical and empirical study of particle swarm optimization with a sigmoid decreasing inertia weight

QR Code

Analytical and empirical study of particle swarm optimization with a sigmoid decreasing inertia weight

The particle swarm optimization (PSO) is an algorithm for finding optimal regions of complex search space through interaction of individuals in a population of particles. Search is conducted by moving particles in the space. Some methods area attempted to improve performance of PSO since is founded,...

Full description

Bibliographic Details
Main Authors:	Adriansyah, Andi, H. M. Amin, Shamsudin
Format:	Article
Language:	English
Published:	School of Postgraduate Studies, UTM 2006
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/1690/ http://eprints.utm.my/1690/1/sham06_Analytical_study.pdf

Similar Items

Analysis of Vector Evaluated Particle Swarm Optimization Guided by Non-Dominated Solutions : Inertia Weight, Cognitive, and Social Constants
by: Kian, Sheng Lim, et al.
Published: (2014)

ON THE ANALYSIS OF THE PERFORMANCES OF PARTICLE SWARM OPTIMIZATION ALGORITHM WITH GLOBALLY AND LOCALLY TUNED INERTIA WEIGHT VARIANTS
by: SENTHIL ARUMUGAM, M.
Published: (2006)

Asynchronous particle swarm optimization for swarm robotics
by: Nor Azlina, Ab. Aziz, et al.
Published: (2012)

Optimization of PID Parameters Utilizing Variable Weight Grey-Taguchi Method and Particle Swarm Optimization
by: Nur Iffah, Mohamed Azmi, et al.
Published: (2017)

On the performance of the particle swarm optimization algorithm with various inertia weight variants for computing optimal control of a class of hybrid systems
by: Arumugam, M. Senthil, et al.
Published: (2006)

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

Empirical Study of Segment Particle Swarm Optimization and Particle Swarm Optimization Algorithms
by: Azrag, M. A. K., et al.
Published: (2019)

Particle swarm optimization (PSO) for CNC route problem
by: Nur Azia Azwani, Ismail
Published: (2002)

Comfort and energy consumption optimization in smart homes using bat algorithm with inertia weight
by: Mohamad Razwan, Abdul Malek, et al.
Published: (2022)

An Improved Multi-State Particle Swarm Optimization for Discrete Optimization Problems
by: Ismail, Ibrahim, et al.
Published: (2015)

A model to optimize DNA sequences based on particle swarm optimization
by: Khalid, N. K., et al.
Published: (2008)

Knowledge base tuning using genetic algorithm for fuzzy behavior-based autonomous mobile robot
by: Adriansyah, Andi, et al.
Published: (2005)

Indoor comfort and energy consumption optimization using an inertia weight artiﬁcial bee colony algorithm
by: Farah Nur Arina, Baharudin, et al.
Published: (2022)

Convergence and Diversity Evaluation for Vector Evaluated Particle Swarm Optimization
by: Mohd Zaidi, Mohd Tumari, et al.
Published: (2013)

Data Analysis using Particle Swarm Optimization Algorithm
by: Tai, Zu Jie
Published: (2015)

Global Optimum Distance Evaluated Particle Swarm Optimization for Combinatorial Optimization Problem
by: Ainizar, Mustapa, et al.
Published: (2016)

Multi-State Particle Swarm Optimization for Discrete Combinatorial Optimization Problem
by: Ismail, Ibrahim, et al.
Published: (2014)

Advances in Particle Swarm Algorithms in Asynchronous, Discrete and Multi-Objective Optimization
by: Zuwairie, Ibrahim
Published: (2014)

Feature Scaling For EEG Human Concentration Using Particle Swarm Optimization
by: K. G., Li, et al.
Published: (2017)

An improved binary particle swarm optimization algorithm for DNA encoding enhancement
by: Mohd Saufee, Muhammad, et al.
Published: (2011)

A novel multi-state particle swarm optimization for discrete combinatorial optimization problems
by: Ismail, Ibrahim, et al.
Published: (2012)

Enhanced Particle Swarm Optimization Algorithms With Robust Learning Strategy For Global Optimization
by: Lim, Wei Hong
Published: (2014)

A Comparison of Particle Swarm optimization and Global African Buffalo Optimization
by: Adam Kunna Azrag, Mohammed, et al.
Published: (2020)

Optimization of PID parameters for hydraulic positioning system utilizing variable weight Grey-Taguchi and particle swarm optimization
by: Nur Iffah, Mohamed Azmi
Published: (2014)

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

Optimization and control of hydro generation scheduling using hybrid firefly algorithm and particle swarm optimization techniques
by: Hammid, Ali Thaeer
Published: (2018)

Optimization of radial distribution network with distributed generation using particle swarm optimization considering load growth
by: Muhammad Al Amin, Abdullah, et al.
Published: (2022)

Battery remaining useful life estimation based on particle swarm optimization-neural network
by: Zuriani, Mustaffa, et al.
Published: (2024)

Performance evaluation of Black Hole Algorithm, Gravitational Search Algorithm and Particle Swarm Optimization
by: Zuwairie, Ibrahim, et al.
Published: (2015)

Optimization of a robust sigmoid PID controller for automatic voltage regulation using the nonlinear sine-cosine algorithm with amplifier feedback dynamic weighted (AFDW) system
by: Ahmed, Islam, et al.
Published: (2025)

An Assembly Sequence Planning Approach with a Multi-State Particle Swarm Optimization
by: Ismail, Ibrahim, et al.
Published: (2016)

Hardware Software Partitioning Using Particle Swarm Optimization (PSO) In Image Processing Application
by: Tan, Jia Zheng
Published: (2018)

A New Approach of Optimal Search Solution in Particle Swarm Optimization (PSO) Algorithm for Object Detection Method
by: Zalili, Musa, et al.
Published: (2018)

Optimization of biochemical systems production using combination of newton method and particle swarm optimization
by: Mohd Arfian, Ismail, et al.
Published: (2019)

Performance of particle swarm optimization under different range of direct current motor's moment of inertia / Mohd Azri Abdul Aziz
by: Abdul Aziz, Mohd Azri
Published: (2018)

Performance of particle swarm optimization under different range of direct current motor's moment of inertia / Mohd Azri Abdul Aziz
by: Abdul Aziz, Mohd Azri
Published: (2018)

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

Particle swarm optimization based inverter impedance control to perform harmonic sharing in islanded microgrid
by: Muhammad, Lailatul Niza
Published: (2019)

Investigating T-Way Test Data Reduction Strategy Using Particle Swarm Optimization Technique
by: Zamli, Kamal Zuhairi
Published: (2012)

Indoor comfort and energy consumption optimization using an inertia weight artificial bee colony algorithm
by: Farah Nur Arina, Baharudin, et al.
Published: (2022)