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A New Parallel-by-Cell Approach to Undistorted DataCompression Based on Cellular Automatonand Genetic Algorithm 被引量:1

A New Parallel-by-Cell Approach to Undistorted DataCompression Based on Cellular Automatonand Genetic Algorithm
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摘要 In this paper, a new parallel-by-cell approach to the undistorteddata compression based on cellular automaton and genetic algorithm is presented.The local compression rules in a cellular automaton are obtained by using a geneticevolutionary algorithm. The correctness of the hyper-parallel compression, the timecomplexity, and the relevant symbolic dynamic behaviour are discussed. In comparison with other traditional sequential or small-scale parallel methods for undistorteddata compression, the proposed approach shows much higher real-time performance,better suitability and feasibility for the systolic hardware implementation. In this paper, a new parallel-by-cell approach to the undistorteddata compression based on cellular automaton and genetic algorithm is presented.The local compression rules in a cellular automaton are obtained by using a geneticevolutionary algorithm. The correctness of the hyper-parallel compression, the timecomplexity, and the relevant symbolic dynamic behaviour are discussed. In comparison with other traditional sequential or small-scale parallel methods for undistorteddata compression, the proposed approach shows much higher real-time performance,better suitability and feasibility for the systolic hardware implementation.
作者 顾静 帅典勋
出处 《Journal of Computer Science & Technology》 SCIE EI CSCD 1999年第6期572-579,共8页 计算机科学技术学报(英文版)
关键词 data compression genetic algorithm cellular automaton PARALLELPROCESSING data compression, genetic algorithm, cellular automaton, parallelProcessing
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