Grid Services for Multi-objective Optimisation

Date

2009-03-31

Supervisor/s

Journal Title

Journal ISSN

Volume Title

Publisher

Cranfield University Press

Department

Type

Conference paper

ISSN

Format

Free to read from

Citation

G. Goteng, A. Tiwari, R. Roy, Grid Services for Multi-objective Optimisation, Proceedings of the 19th CIRP Design Conference – Competitive Design, Cranfield University, 30-31 March 2009, pp73

Abstract

The emerging grid technology is defined as an infrastructure for secure and coordinated large-scale resource sharing. In this paper, we describe the architecture and grid services of DECGrid. DECGrid enables distributed design experts to collaborate and share resources during design optimisation. Mathematical models are built using services by experts. These models are then directly linked to NSGA-II optimisation algorithm service and allow design experts to enter design parameters of their choice. A real-life case study-welded beam problem was used to validate the prototype. The results obtained showed a wider spread in the solution space compared to the results in literature.

Description

Organised by: Cranfield University

Software Description

Software Language

Github

Keywords

Grid services, Multi-objective optimisation, design optimisation, Mathematical model

DOI

Rights

Copyright: Cranfield University 2009

Relationships

Relationships

Supplements

Funder/s

Mori Seiki – The Machine Tool Company