Paper Info
Title
Simulation of stability using Java application for Pareto design of controllers based on a new multi-objective particle swarm optimization
Abstract
In this paper, Java programming with applets for internet-based control education of two mechanical systems are presented. First, a new multi-objective optimization method is applied to obtain the Pareto frontiers of some non-commensurable objective functions in the design of linear state feedback controllers for an inverted pendulum and a ball-beam system. Second, the simulations of the problems were developed with Java applets and its results are given. The obtained results and analyses demonstrate that this multi-objective method presented in this paper operates very well in terms of convergence speed, global optimality, solution accuracy, and algorithm reliability.
Year
DOI
Venue
2011
10.1016/j.mcm.2011.04.032
Mathematical and Computer Modelling
Keywords
Field
DocType
multi-objective method,convergence speed,global optimality,linear state feedback control,java applets,pareto design,particle swarm optimization,java application,multi-objective optimization,java programming,algorithm reliability,new multi-objective optimization method,new multi-objective particle swarm,internet-based control education,pareto frontier,ball-beam system,multi objective optimization,java applet,global optimization,mechanical systems,inverted pendulum,objective function
Particle swarm optimization,Mathematical optimization,Inverted pendulum,Computer science,Multi-objective optimization,Multi-swarm optimization,Java applet,Java,Pareto principle,Metaheuristic
Journal
Volume
Issue
ISSN
54
5-6
Mathematical and Computer Modelling
Citations 
PageRank 
References 
7
0.49
7
Authors
4
Name
Order
Citations
PageRank
Mohammad Javad Mahmoodabadi1676.23
A. Bagheri2574.10
S. Arabani Mostaghim3120.99
M. Bisheban470.49