A Very High Speed Architecture for Simulated Annealing

  • Authors:
  • David Abramson

  • Affiliations:
  • Commonwealth Scientific and Industrial Research Organization, Carlton, Vic., Australia

  • Venue:
  • Computer
  • Year:
  • 1992

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Abstract

A class of scheduling problems that can be modeled by using very simple cost measures, namely, counting costs and distance-measure costs, is presented. These measures can be incorporated into a simulated annealing algorithm, providing a robust system for solving such scheduling problems. A special-purpose computer architecture that supports the simulated annealing of such problems is described. This architecture provides speeds greatly surpassing those of conventional workstations and supercomputers using the same algorithm.