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This document summarizes a research paper that proposes an efficient hardware accelerator architecture for parallel particle swarm optimization (PSO) implemented on an FPGA. The accelerator is designed as a coprocessor that operates with a Microblaze soft processor. The coprocessor achieves speedups of up to 135x compared to a Microblaze-only implementation when optimizing several benchmark functions. Further potential improvements include adding more flexibility to population size and encoding, improving t
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- amitcrathod4193
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- EN