Title :
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
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;
Conference_Titel :
Industrial Electronics Society, 2000. IECON 2000. 26th Annual Confjerence of the IEEE
Conference_Location :
Nagoya
Print_ISBN :
0-7803-6456-2
DOI :
10.1109/IECON.2000.972228
