Evolutionary optimization using enterprise grid based on Alchemi framework

• Autorzy: Kuś W. , Burczyński T.
• Konferencja: Evolutionary Computation and Global Optimization 2006 / National Conference (9 ; 31.05-2.06.2006 ; Murzasichle, Poland)
• Języki publikacji: EN

Abstrakty

EN

This paper describes the evolutionary optimization performed using enterprise grid approach. The Alchemi framework is used. The Alchemi is built on top of .NET framework. The evolutionary algorithm works in parallel form and uses Alchemi Executors to perform computations of fitness function values for chromosomes. The experimental tests measuring Alchemi overhead during computations are presented.

Słowa kluczowe

EN

optimization; evolutionary computation; evolutionary algorithm; EA; Alchemi framework

PL

optymalizacja; obliczenia ewolucyjne; algorytm ewolucyjny; Alchemi framework

• Wydawca: Oficyna Wydawnicza Politechniki Warszawskiej
• Czasopismo: Prace Naukowe Politechniki Warszawskiej. Elektronika
• Rocznik: 2006
• Tom: z. 156
• Strony: 257--262
• Opis fizyczny: Bibliogr. 6 poz., tab., rys.

Twórcy

autor

Kuś W.

autor

Burczyński T.

• Silesian University of Technology, Department for Strength of Materials and Computational Mechanics, Poland,

Bibliografia

• [1] Enterprise grid alliance, grid computing overview, http://www.gridalliance.org/
• [2] Gridbus project web pages http://www.gridbus.org/
• [3] Project alchemi sourceforge web page http://sourceforge.net/projects/alchemi
• [4] L. Akshay, B. Rajkumar, R. Rajiv and V. Srikumar. Peer-to-peer grid computing and a .net-based alchemi framework. In High Performance Computing: Paradigm and Infrastructure, Laurence Yang and Minyi Guo (ed.), pages 1-21. Wiley Press, 2005.
• [5] J. Arabas. Evolutionary algorithms lectures (in polish). WNT, 2001.
• [6] Z. Michalewicz. Genetic algorithms + data structures = evolutionary algorithms. Springer-Verlag, 1996.