Soft-decision decoding is anNP-hard problem withgreat interest to developers of communication system s. We present an soft-decision decoderof linear block codes based on compact genetic algorithm (cGA) and compare its performance s with various other decoding algorithms including Shakeel algorithm. The proposed algorithm uses the dual code in co ntrast to Shakeel algorithm whichuses the code itself. Hence, this new approach reduces the decoding complexity of high rates codes. The complexity and an optimized version of this new algorithm a re
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