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A partial distortion theorem based Channel Optimized VQ(COVQ) design algorithm using the evolutionary algorithm on noisy channel was presented. 提出了一个使用进化算法、引入部分失真定理（渐进划分理论）的信道最优矢量量化器（ COVQ）的设计算法。