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A Language for Platform Independent Communication and Storage in Multiobjective Optimisation

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Berry, A and Vamplew, P (2004) A Language for Platform Independent Communication and Storage in Multiobjective Optimisation. In: AISAT2004: International Conference on Artificial Intelligence in Science and Technology, 21-25 November 2004, Hobart, Tasmania, Australia.

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Abstract

In real-world multiobjective optimisation, where problem complexity is typically high, systems are increasingly reliant on distributed computation to reduce processing times. While a number of successful distributed techniques have been proposed, they are dependent on high degrees of commonality between communicating processes - requiring homogeneity with respect to platform, environment or implementation language. Such constraints seriously restrict the applicability of distributed optimisers. Consequently, it is important to define a standard independent language for the transmission and storage of agent data in disparate interacting systems. Based on XML, MOO_ML represents such a language.

Item Type: Conference or Workshop Item (Paper)
Keywords: distributed multi-objective optimisation
Page Range: pp. 308-313
Date Deposited: 26 Nov 2004
Last Modified: 18 Nov 2014 03:10
URI: http://eprints.utas.edu.au/id/eprint/107
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