三峡大学学报(自然科学版)
三峽大學學報(自然科學版)
삼협대학학보(자연과학판)
JOURNAL OF CHINA THREE GORGES UNIVERSITY(NATURAL SCIENCES)
2014年
4期
91-94
,共4页
吴正佳%孟荣华%余刚%何海洋%张屹
吳正佳%孟榮華%餘剛%何海洋%張屹
오정가%맹영화%여강%하해양%장흘
变循环发动机%多维非线性隐式方程组%遗传算法%计算效率
變循環髮動機%多維非線性隱式方程組%遺傳算法%計算效率
변순배발동궤%다유비선성은식방정조%유전산법%계산효솔
variable cycle engine%multidimensional nonlinear implicit equations%genetic algorithm%com-putation efficiency
采用部件法建立了变循环发动机的多维非线性隐式方程组模型,该模型具有隐式性,因而求解过程复杂,收敛困难。以变循环发动机为对象,设计了遗传算法,将数学模型转化为最优化问题,并对模型进行求解。提出了算法的有效性评价指标:初值敏感性、计算效率、收敛性、稳定性。与牛顿-拉夫逊法相比,遗传算法初值敏感性较低,收敛性较好。该结果可为变循环发动机模型求解算法的选择与设计提供参考。
採用部件法建立瞭變循環髮動機的多維非線性隱式方程組模型,該模型具有隱式性,因而求解過程複雜,收斂睏難。以變循環髮動機為對象,設計瞭遺傳算法,將數學模型轉化為最優化問題,併對模型進行求解。提齣瞭算法的有效性評價指標:初值敏感性、計算效率、收斂性、穩定性。與牛頓-拉伕遜法相比,遺傳算法初值敏感性較低,收斂性較好。該結果可為變循環髮動機模型求解算法的選擇與設計提供參攷。
채용부건법건립료변순배발동궤적다유비선성은식방정조모형,해모형구유은식성,인이구해과정복잡,수렴곤난。이변순배발동궤위대상,설계료유전산법,장수학모형전화위최우화문제,병대모형진행구해。제출료산법적유효성평개지표:초치민감성、계산효솔、수렴성、은정성。여우돈-랍부손법상비,유전산법초치민감성교저,수렴성교호。해결과가위변순배발동궤모형구해산법적선택여설계제공삼고。
A component method is used to build a variable cycle engine mathematical model of multidimension-al nonlinear implicit equations that are not convergent,so as to make it difficult to be solved.Taking the vari-able cycle engine as obj ect,a genetic algorithm is designed to transform the mathematical model into an opti-mization problem,so as to solve the model.Some evaluation indicators such as initial value sensitivity,compu-tation efficiency,convergence and stability of algorithm are proposed to evaluate the method.It is shown that the genetic algorithm is less sensitive to initial value,but more convergent than Newton-Raphson method. The results and conclusions can provide the reference to modeling and solutions of variable cycle engines.