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Optimal Polygonal Approximation of Digital Planar Curves Using Genetic Algorithm and Tabu Search 被引量:2

Optimal Polygonal Approximation of Digital Planar Curves Using Genetic Algorithm and Tabu Search
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摘要 Three heuristic algorithms for optimal polygonal approximation of digital planar curves is presented. With Genetic Algorithm (GA), improved Genetic Algorithm (IGA) based on Pareto optimal solution and Tabu Search (TS), a near optimal polygonal approximation was obtained. Compared to the famous Teh chin algorithm, our algorithms have obtained the approximated polygons with less number of vertices and less approximation error. Compared to the dynamic programming algorithm, the processing time of our algorithms are much less expensive. Three heuristic algorithms for optimal polygonal approximation of digital planar curves is presented. With Genetic Algorithm (GA), improved Genetic Algorithm (IGA) based on Pareto optimal solution and Tabu Search (TS), a near optimal polygonal approximation was obtained. Compared to the famous Teh-chin algorithm, our algorithms have obtained the approximated polygons with less number of vertices and less approximation error. Compared to the dynamic programming algorithm, the processing time of our algorithms are much less expensive.
作者 张鸿宾
出处 《High Technology Letters》 EI CAS 2000年第2期20-28,共9页 高技术通讯(英文版)
基金 SupportedbytheNationalNaturalScienceFoundationofChinaandBeijingMunicipalNaturalSciencesFoundation .
关键词 DIGITAL planar CURVES Polygonal APPROXIMATION GENETIC algorithm PARETO OPTIMAL solution Tabu search. Digital planar curves, Polygonal approximation, Genetic algorithm, Pareto optimal solution, Tabu search.
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