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Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007)
A Population-oriented Architecture for Particle Swarms
University of Edinburgh, Scotland, United Kingdom
August 05-August 08
ISBN: 0-7695-2866-X
Jorge Pena, Universite de Lausanne
Andres Upegui, Reconfigurable and Embedded Digital Systems
Self-adaptive autonomous hardware systems require on-chip heuristics to generate the circuit that consti- utes the desired solution. In this paper, we present a population-oriented hardware architecture for particle swarm optimization with discrete recombination (PSO-DR), a hardware-friendly particle swarm that has shown to per- orm better than the standard PSO for certain parameter values and test functions. We present simulation and syn- hesis results showing the feasibility, performance, and ad- vantages of the proposed architecture.
Citation:
Jorge Pena, Andres Upegui, "A Population-oriented Architecture for Particle Swarms," ahs, pp.563-570, Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007), 2007
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