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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
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