农机化研究
農機化研究
농궤화연구
JOURNAL OF AGRICULTURAL MECHANIZATION RESEARCH
2014年
4期
52-56
,共5页
棉花种植机械%多目标优化%改进遗传算法%新疆兵团
棉花種植機械%多目標優化%改進遺傳算法%新疆兵糰
면화충식궤계%다목표우화%개진유전산법%신강병단
cotton cutivation machinery%multi-objective optimization%improved genetic algorithm%Xinjiang Production Corps
新疆的棉花种植发展很快,已成为新疆农业的支柱性作物。在棉花的种植中大量采用机械化,能大大提高作业效率。在棉花的整个种植期内,多种农业机械需要配合使用,因此如何合理配置和使用农业机械及其配套设施,是非常重要的问题。由于优化影响因素很多,属于典型多目标优化问题,因此采用改进遗传算法,分析系统多影响因素,对目标函数进行优化,实现作业成本最低的目标。通过对石河子总场棉花种植期间农业机械的优化,验证优化效果,降低作业成本,使总场的农业机械做到合理配置与使用,以获得较好的经济效益。
新疆的棉花種植髮展很快,已成為新疆農業的支柱性作物。在棉花的種植中大量採用機械化,能大大提高作業效率。在棉花的整箇種植期內,多種農業機械需要配閤使用,因此如何閤理配置和使用農業機械及其配套設施,是非常重要的問題。由于優化影響因素很多,屬于典型多目標優化問題,因此採用改進遺傳算法,分析繫統多影響因素,對目標函數進行優化,實現作業成本最低的目標。通過對石河子總場棉花種植期間農業機械的優化,驗證優化效果,降低作業成本,使總場的農業機械做到閤理配置與使用,以穫得較好的經濟效益。
신강적면화충식발전흔쾌,이성위신강농업적지주성작물。재면화적충식중대량채용궤계화,능대대제고작업효솔。재면화적정개충식기내,다충농업궤계수요배합사용,인차여하합리배치화사용농업궤계급기배투설시,시비상중요적문제。유우우화영향인소흔다,속우전형다목표우화문제,인차채용개진유전산법,분석계통다영향인소,대목표함수진행우화,실현작업성본최저적목표。통과대석하자총장면화충식기간농업궤계적우화,험증우화효과,강저작업성본,사총장적농업궤계주도합리배치여사용,이획득교호적경제효익。
Xinjiang's cotton cultivation develop quickly and has become the xinjiang agricultural pillar of crops .In the whole planting period of cotton , a variety of agricultural machinery need to cooperate , therefore how to reasonable alloca-tion and use agricultural machinery and its supporting facilities is a very important question , since many factors affect sys-tem then belongs to a typical multi-objective optimization problem .This paper uses the improved genetic algorithm to op-timize the objective function , achieve the goal of lowest operation cost .Through analysing the Shihezi center farm ’ s cot-ton cultivation during the growing period , verify the optimization results , reduce operation cost and make the agricultural machinery configurate reasonably and achieve better economic benefits .