期刊文献+

基于学习和恶化效应模型的单机调度 被引量:1

Single-machine scheduling based on both learning and deterioration effects
下载PDF
导出
摘要 为了提高已有模型中仅单独考虑学习和(或)恶化效应所产生处理时间的准确性,提出一个同时考虑学习和(或)恶化效应的模型.该模型将学习和恶化效应函数都建模为关于位置和累积时间的函数,因此该模型较已有模型应用更广泛.将模型应用于单机调度中,证明了当效应函数具有某些特定性质时,极小化最大完工时间、极小化总完工时间和、极小化总完工时间平方和等问题是多项式时间可解的,极小化加权总完工时间和、极小化总延误时间和、极小化最大延误时间等问题在某些条件下是多项式时间可解的.最后通过具体实例对结论进行了验证. In order to improve the accuracy of processing time with only learning /deterioration effects in existing models,an integrated model with both learning effects and deterioration effects is developed.The position of the scheduled job and the total actual processing times of the processed jobs are taken into account in the proposed model,which is more practical than existing ones.The developed model is applied to several single machine scheduling problems.Problems with the make-span,the total completion time and the square sum of completion times minimization using the learn-ing effects and deterioration effects with special properties are proved to be optimally solvable in pol-ynomial time.As well,the total weighted completion time minimization problem,the total tardiness minimization problem,and the maximum tardiness minimization problem are proved to be optimally solvable in polynomial time only for certain assumptions.Optimal solutions are demonstrated by ex-amples for the considered problems using the proved optimal rules.
出处 《东南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2013年第6期1185-1189,共5页 Journal of Southeast University:Natural Science Edition
基金 国家自然科学基金资助项目(61070160 61272377)
关键词 单机调度 恶化效应 学习效应 最优化规则 single machine scheduling deteriorating effect learning effect optimal rule
  • 相关文献

参考文献12

  • 1Pinedo M L. Scheduling: theory, algorithms, and sys- tem[M]. Berlin: Springer, 2012. 被引量:1
  • 2Biskup D. A state-of-the-axt review on scheduling with learning effects [J]. European Journal of Operational Research, 2008, 188(2): 315-329. 被引量:1
  • 3Biskup D. Single-machine scheduling with learning con- siderations [J]. European Journal of Operational Re- search, 1999, 115( 1 ) : 173 - 178. 被引量:1
  • 4Kuo W-H, Yang D-L. Minimizing the total completion time in a single-machine scheduling problem with a time-dependent learning effect[ J]. European Journal of Operational Research, 2006, 174(2) : 1184 - 1190. 被引量:1
  • 5Lee W-C, Wu C-C. Some single-machine and m-ma- chine flowshop scheduling problems with learning con- siderations[J]. Information Sciences, 2009, 179 ( 22 ) : 3885 - 3892. 被引量:1
  • 6Low C Y, Lin W-Y. Single machine group scheduling with learning effects and past-sequence-dependent setup times [ J 1. International Journal of Systems Science, 2012, 43(1) : 1 -8. 被引量:1
  • 7Gordon V S, Potts C N, Strusevich V A, et al. Single machine scheduling models with deterioration and learn- ing: handling precedence constraints via priority genera- tion [ J ]. Journal of Scheduling, 2008, 11 ( 5 ) : 357 - 370. 被引量:1
  • 8Yang S-J. Single-machine scheduling problems simulta- neously with deterioration and learning effects under de- teriorating multi-mainteaance activities consideration [J]. Computers and Industrial Engineering, 2012, 62(1) : 271 -275. 被引量:1
  • 9Wang J-B. Single-machine scheduling problems with the effects of learning and deterioration [ J ]. Omega, 2007, 35(4) : 397 -402. 被引量:1
  • 10Wang J-B, Hsu C-J, Yang D-L. Single-machine scheduling with effects of exponential learning and general deterioration[J]. Applied Mathematical Mod- elling, 2013, 37(4): 2293-2299. 被引量:1

同被引文献15

  • 1YANGXin-she.Nature-inspiredmetaheuristicalgothms[M].[S.1.]:LuniverPress,2008:83-96. 被引量:1
  • 2WRIGHTTP.Factorsaffectingthecostofairplanes[J].JournalofAeronauticalSciences,1936,(3):122-128. 被引量:1
  • 3K.Baker.IntroductiontoSequencingandScheduling[M].NewYork:JohnWiley&Sons,1974:1-15. 被引量:1
  • 4YangXin-She,DebSuash.CuckooSearchviaLévyflights[C].AbrahamA,HerreraF,CarvalhoAetal.2009WorldCongressonNature&BiologicallyInspiredComputing.NewYork:IEEEPublications,2009:210-214. 被引量:1
  • 5YangXin-She.Nature-InspiredMetaheuristicAlgorithms[M].2ndEdition.Frome:LuniverPress,2010:16. 被引量:1
  • 6Ji-BoWang,Zun-QuanXiaSchedulingjobsunderdecreasinglineardeterioration[J].InformationProcessingLetters,2005,(94):63-69. 被引量:1
  • 7GurMosheiov,Complexityanalysisofjob-shopschedulingwithdeterioratingjobs[J].DiscreteAppliedMathematics,2002(117):195-209. 被引量:1
  • 8史峰,王辉,郁磊,胡斐.智能算法--30个案例分析[M].北京航天航空大学出版社,2013:108-117. 被引量:1
  • 9孙林辉,王丹,王吉波.具有学习效应的总完工时间流水作业问题[J].系统管理学报,2011,20(1):114-118. 被引量:9
  • 10张新功,严广乐,唐国春,唐海波.具有指数和位置学习效应的机器排序问题[J].运筹与管理,2011,20(2):97-101. 被引量:7

引证文献1

二级引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部