Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems

QR Code

Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems

Previously, non-dominated solutions have been employed to improve the performance of particle swarm optimization (PSO). In this paper, we re-implement the same concept to gravitational search algorithm (GSA). The performance is investigated by solving a set of ZDT test problem. An analysis also is p...

Full description

Bibliographic Details
Main Authors:	Badaruddin, Muhammad, Khairul Hamimah, Abas, Mohd Riduwan, Ghazali
Format:	Conference or Workshop Item
Language:	English
Published:	Universiti Malaysia Pahang 2016
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/15520/ http://umpir.ump.edu.my/id/eprint/15520/1/P128%20pg961-966.pdf

Similar Items

MLGSA: Multi-Leader Gravitational Search Algorithm for MultiObjective Optimization Problem
by: Mohd Riduwan, Ghazali, et al.
Published: (2017)

Vector Evaluated Gravitational Search Algorithm (VEGSA) for multi-objective optimization problems
by: Zuwairie, Ibrahim, et al.
Published: (2012)

Performance Evaluation of Vector Evaluated Gravitational Search Algorithms Based on ZDT Test Functions
by: Badaruddin, Muhammad, et al.
Published: (2014)

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

A Modified Gravitational Search Algorithm for Discrete Optimization Problem
by: Zuwairie, Ibrahim, et al.
Published: (2014)

A Multi-State Gravitational Search Algorithm for Combinatorial Optimization Problems
by: Ismail, Ibrahim, et al.
Published: (2015)

Beam Search Approach for the Multiobjective Flow-shop Scheduling Problem
by: Kanesan , Muthusamy, et al.
Published: (2000)

Multiple tabu search for multiobjective urban transit scheduling problem
by: Uvaraja, Vikneswary, et al.
Published: (2019)

Performance and Diversity of Gravitational Search Algorithm
by: Nor Azlina, Ab. Aziz, et al.
Published: (2014)

Rule-Based Multi-State Gravitational Search Algorithm for Discrete Optimization Problem
by: Ismail, Ibrahim, et al.
Published: (2015)

A novel multi-state gravitational search algorithm for discrete optimization problems
by: Ismail, Ibrahim, et al.
Published: (2015)

A non-dominated sorting differential search algorithm flux balance analysis (ndsDSAFBA) for in silico multiobjective optimization in identifying reactions knockout
by: Kauthar, Mohd Daud, et al.
Published: (2019)

Parallel multiple tabu search for multiobjective Urban Transit Scheduling Problem
by: Uvaraja, Vikneswary, et al.
Published: (2020)

Using goal programming on estimated Pareto fronts to solve multiobjective problems
by: Pinheiro, Rodrigo Lankaites, et al.
Published: (2018)

Adaptive Switching Gravitational Search Algorithm: An Attempt To Improve Diversity Of Gravitational Search Algorithm Through Its Iteration Strategy
by: Nor Azlina, Ab. Aziz, et al.
Published: (2017)

A fast discrete gravitational search algorithm
by: Hasrul, Che Shamsudin, et al.
Published: (2012)

Gravitational Search Algorithm for Assembly Sequence Planning
by: Ismail, Ibrahim, et al.
Published: (2014)

Sequential and parallel multiple tabu search algorithm for multiobjective urban transit scheduling problems
by: Uvaraja, Vikneswary
Published: (2018)

A New Hybrid Gravitational Search- Black Hole Algorithm
by: Suad Khairi, Mohammed, et al.
Published: (2016)

A novel solution to traveling salesman problem using fuzzy sets, gravitational search algorithm, and genetic algorithm
by: Abarghouei, Amir Atapour
Published: (2010)

Gravitational search – bat algorithm for solving single and bi-objective of non-linear functions
by: Abbas, Iraq Tareq
Published: (2018)

Solving Economic Dispatch Problems Utilizing Cuckoo Search Algorithm
by: M. H., Sulaiman, et al.
Published: (2014)

A non-dominated sorting Differential Search Algorithm Flux Balance Analysis (ndsDSAFBA) for in silico multiobjective optimization in identifying reactions knockout
by: Mohd Daud, Kauthar, et al.
Published: (2019)

Is gravitational search algorithm's initial gravitational constant a function dependent parameter?
by: Nor Azlina, Ab. Aziz Nor, et al.
Published: (2018)

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)

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

Multiobjective problems with fuzzy parameters and games against nature
by: Larbani, Moussa
Published: (2010)

An Assembly Sequence Planning Approach with a Rule-based Multi-state Gravitational Search Algorithm
by: Ismail, Ibrahim, et al.
Published: (2015)

Simultaneous Computation of Model Order and Parameter Estimation for System Identification Based on Gravitational Search Algorithm
by: Kamil Zakwan, Mohd Azmi, et al.
Published: (2015)

Interference reduction by null-forming optimization based MVDR technique using gravitational search algorithm
by: Shahab, Suhail Najm, et al.
Published: (2017)

Evaluation of Vector Evaluated Particle Swarm Optimisation Enhanced with Non-dominated Solutions and Multiple Nondominated Leaders based on WFG Test Functions
by: Zuwairie, Ibrahim, et al.
Published: (2014)

Hybrid of firefly algorithm and pattern search for solving optimization problems
by: Wahid, Fazli, et al.
Published: (2018)

An improved sine cosine algorithm for solving optimization problems
by: Mohd Helmi, Suid, et al.
Published: (2018)

An Application of Cuckoo Search Algorithm for Solving Optimal Chiller Loading Problem for Energy Conservation
by: M. H., Sulaiman, et al.
Published: (2014)

Solving Economic Dispatch Problems with Practical Constraints Utilizing Differential Search Algorithm
by: M. H., Sulaiman, et al.
Published: (2013)

An Application of Cuckoo Search Algorithm for Solving Combined Economic and Emission Dispatch Problem
by: M. H., Sulaiman, et al.
Published: (2015)

A multiobjective simulated Kalman filter optimization algorithm
by: A. Azwan, A. Razak, et al.
Published: (2018)

Feature Selection and Classifier Parameter Estimation for Egg Signal Peak Detection using Gravitational Search Algorithm
by: Zuwairie, Ibrahim, et al.
Published: (2014)

Particle swarm optimization with partial search for solving traveling salesman problem
by: Akhand, M. A. H, et al.
Published: (2014)

Particle swarm optimization with partial search to solve traveling salesman problem
by: Akhand, M.A.H., et al.
Published: (2012)