Implementation of a distributed genetic optimization framework using a general purpose simulation environment

Author

Chatterjee, Ranajit ; Rakshit, Anjan ; Bhattacharyya, S.N. ; Naka, Yuji

Author_Institution

Frontier Collaborative Res. Center, Tokyo Inst. of Technol., Yokohama, Japan

Volume

2

fYear

2000

fDate

2000

Firstpage

818

Abstract

A genetic algorithm based optimization framework within a block diagram based general purpose dynamic system simulator environment called DYNASIM is implemented. The simulation environment supports a simple communication protocol, which is used to provide an interface to an independent optimization module in a distributed environment. The protocols for integration of user developed systems with DYNASIM are explained and the interfaces of the GA module with DYNASIM is shown

Keywords

control engineering computing; digital simulation; genetic algorithms; software packages; DYNASIM; communication protocol; distributed genetic optimization framework; general purpose simulation environment; independent optimization module; user developed systems; Algorithm design and analysis; Communication system software; Computational modeling; Costs; Distributed computing; Genetic algorithms; Hardware; Instruments; Master-slave; Protocols;

fLanguage

English

Publisher

ieee

Conference_Titel

Industrial Electronics Society, 2000. IECON 2000. 26th Annual Confjerence of the IEEE

Conference_Location

Nagoya

Print_ISBN

0-7803-6456-2

Type

conf

DOI

10.1109/IECON.2000.972228

Filename

972228