基于遗传算法和广义交叉原理求解正则参数
기우유전산법화엄의교차원리구해정칙삼수
Solving the Regularization Parameters Based on Genetic Algorithms and the Generalized Cross-Validation Criterion
  • 万方数据
    计算机工程与科学 계산궤공정여과학
    COMPUTER ENGINEERING & SCIENCE
    2009年 11期 132-134,138 ,共4页

    王国婷%闵涛%牟行洋%马晓伟

    왕국정%민도%모행양%마효위

    不适定%正则化%正则参数%广义交叉检验%遗传算法 不適定%正則化%正則參數%廣義交扠檢驗%遺傳算法
    불괄정%정칙화%정칙삼수%엄의교차검험%유전산법
    ill-posed%regularization%regularization parameter%generalized cross-validation%genetic algorithms
    本文研究了正则化方法中正则参数的求解问题,提出了一种新的正则参数求解策略,即利用遗传算法基于广义交叉检验准则求解正则参数,数值模拟验证了该方法的可行性和有效性.
    본문연구료정칙화방법중정칙삼수적구해문제,제출료일충신적정칙삼수구해책략,즉이용유전산법기우엄의교차검험준칙구해정칙삼수,수치모의험증료해방법적가행성화유효성.
    This paper studies the problem of solving the regularization parameters in the regularization method and puts forward a new method for solving the regularization parameters, which uses genetic algorithms based on the generalized cross-validation criterion . Numerical simulation results show that the method is feasible and efficient.
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