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An Index Assignment Algorithm over Noisy Channel

机译:噪声信道上的索引分配算法

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摘要

Enlightened by the defence ability of immune system, an immune colon algorithm (MCIAA) based on the genetic algorithm (GA) is presented. The new algorithm has a good effort to adjust the dynamic balance of colony's convergence and individual's diversity, effectively overcome the problem of traditional GA's local optimal resolution. In this paper, we apply this algorithm on the vector quantization (VQ) index assignment over noisy channel. Simulation result conforms that the algorithm yields a significant reduction in average distortion and converges in less short time compared to other algorithms.
机译:在免疫系统防御能力的启发下,提出了一种基于遗传算法(GA)的免疫结肠算法(MCIAA)。新算法为调整群体融合与个体多样性的动态平衡做出了很大努力,有效地克服了传统遗传算法的局部最优分辨率问题。在本文中,我们将此算法应用于在噪声通道上的矢量量化(VQ)索引分配。仿真结果表明,与其他算法相比,该算法可显着降低平均失真,并在较短的时间内收敛。

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