哈尔滨工业大学学报（英文版）2003，Vol.10Issue(4)：418-421,4.
Genetic algorithm-based evaluation of spatial straightness error
Genetic algorithm-based evaluation of spatial straightness error
崔长彩 1车仁生 1黄庆成 1叶东 1陈刚1
作者信息
- 1. Dept. of Automation Measurement and Control, Harbin Institute of Technology, Harbin 150001, China
- 折叠
摘要
Abstract
A genetic algorithm ( GA ) -based approach is proposed to evaluate the straightness error of spatial lines. According to the mathematical definition of spatial straightness, a verification model is established for straightness error, and the fitness function of GA is then given and the implementation techniques of the proposed algorithm is discussed in detail. The implementation techniques include real number encoding, adaptive variable range choosing, roulette wheel and elitist combination selection strategies, heuristic crossover and single point mutation schemes etc. An application example is quoted to validate the proposed algorithm. The computation result shows that the GA-based approach is a superior nonlinear parallel optimization method. The performance of the evolution population can be improved through genetic operations such as reproduction, crossover and mutation until the optimum goal of the minimum zone solution is obtained. The quality of the solution is better and the efficiency of computation is higher than other methods.关键词
straightness/genetic algorithm/evaluationKey words
straightness/genetic algorithm/evaluation分类
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崔长彩,车仁生,黄庆成,叶东,陈刚..Genetic algorithm-based evaluation of spatial straightness error[J].哈尔滨工业大学学报（英文版）,2003,10(4):418-421,4.
