Distributed algorithms for global optimization on sparse networks of arbitrary bandwidths

Wong, K. Y. Michael, Yeung, C. H. and Saad, David (2006). Distributed algorithms for global optimization on sparse networks of arbitrary bandwidths. Working Paper. Aston University, Birmingham.

Abstract

The optimization of resource allocation in sparse networks with real variables is studied using methods of statistical physics. Efficient distributed algorithms are devised on the basis of insight gained from the analysis and are examined using numerical simulations, showing excellent performance and full agreement with the theoretical results.

Divisions: Engineering & Applied Sciences > Mathematics
Engineering & Applied Sciences > Systems analytics research institute (SARI)
Uncontrolled Keywords: optimal resource allocation,statistical physics,sparse networks
Published Date: 2006
Authors: Wong, K. Y. Michael
Yeung, C. H.
Saad, David ( 0000-0001-9821-2623)

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