干旱地区农业研究
榦旱地區農業研究
간한지구농업연구
AGRICULTURAL RESEARCH IN THE ARID AREAS
2015年
2期
283-286
,共4页
农业机械%行星传动%优化设计%杂草算法%人工蜂群算法
農業機械%行星傳動%優化設計%雜草算法%人工蜂群算法
농업궤계%행성전동%우화설계%잡초산법%인공봉군산법
agricultural machinery%planet transmission mechanism%optimal design%invasive weed algorithm%arti-ficial bee colony algorithm
将人工蜂群算法的寻优机制引入到入侵性杂草优化算法中，提出了一种混合蜂群杂草算法（BCIWO），将其应用于农业机械中星齿行星传动机构的优化设计。选取一个实例，将新算法与遗传算法（GA）及基本杂草算法（IWO）的实验结果进行对比，结果表明：①采用 BCIWO 算法所得的行星传动结构的设计体积为1．4725×107 mm3，小于 GA 与 IWO 所得；② BCIWO 多次求解的波动较小，求解稳定性较高；③ BCIWO 的计算速度较快。从而推知， BCIWO 在机械优化设计领域更具推广性。
將人工蜂群算法的尋優機製引入到入侵性雜草優化算法中，提齣瞭一種混閤蜂群雜草算法（BCIWO），將其應用于農業機械中星齒行星傳動機構的優化設計。選取一箇實例，將新算法與遺傳算法（GA）及基本雜草算法（IWO）的實驗結果進行對比，結果錶明：①採用 BCIWO 算法所得的行星傳動結構的設計體積為1．4725×107 mm3，小于 GA 與 IWO 所得；② BCIWO 多次求解的波動較小，求解穩定性較高；③ BCIWO 的計算速度較快。從而推知， BCIWO 在機械優化設計領域更具推廣性。
장인공봉군산법적심우궤제인입도입침성잡초우화산법중，제출료일충혼합봉군잡초산법（BCIWO），장기응용우농업궤계중성치행성전동궤구적우화설계。선취일개실례，장신산법여유전산법（GA）급기본잡초산법（IWO）적실험결과진행대비，결과표명：①채용 BCIWO 산법소득적행성전동결구적설계체적위1．4725×107 mm3，소우 GA 여 IWO 소득；② BCIWO 다차구해적파동교소，구해은정성교고；③ BCIWO 적계산속도교쾌。종이추지， BCIWO 재궤계우화설계영역경구추엄성。
A hybrid algorithm of bee colony and invasive weed optimization (BCIWO) is proposed by introducing the optimization mechanism of the artificial bee colony (ABC) algorithm into the invasive weed optimization (IWO) algo-rithm and applied into the optimal design of star gear planet transmission mechanism in agricultural machinery .This new algorithm (BCIWO) is compared with GA and IWO .The results showed that : ① The minimal design volume (1 .4725 × 107 mm3 ) of the planet transmission mechanism is obtained by BCIWO ,which is smaller than GA and IWO ; ② The so-lution fluctuation of BCIWO is also smaller than other two algorithms ,which illustrates it has a good stability ; ③ The calculation speed of BCIWO is faster .So we can conclude that BCIWO is worth further promoting in mechanism design field .
