军械工程学院学报
軍械工程學院學報
군계공정학원학보
Journal of Ordnance Engineering College
2015年
5期
7-12
,共6页
战时装备抢修%任务分工%加权支持向量机%实验验证
戰時裝備搶脩%任務分工%加權支持嚮量機%實驗驗證
전시장비창수%임무분공%가권지지향량궤%실험험증
wartime equipment repair%division of tasks%weighted support vector machine (SVM)%experimental verification
战场抢修具有很大的随机性和多样性，是一项非常复杂的工作。如何正确评价战时装备抢修任务分工的合理性、科学性对做出正确的战场抢修决策具有十分重要的意义。基于战场抢修的复杂性，引入战场抢修任务分工复杂性概念，通过TLX法对战场抢修任务分工复杂性进行测度，并以此为基础，建立基于加权支持向量回归的战场抢修任务分工复杂性计算模型，最后利用试验所获数据验证了模型的实用性和合理性。
戰場搶脩具有很大的隨機性和多樣性，是一項非常複雜的工作。如何正確評價戰時裝備搶脩任務分工的閤理性、科學性對做齣正確的戰場搶脩決策具有十分重要的意義。基于戰場搶脩的複雜性，引入戰場搶脩任務分工複雜性概唸，通過TLX法對戰場搶脩任務分工複雜性進行測度，併以此為基礎，建立基于加權支持嚮量迴歸的戰場搶脩任務分工複雜性計算模型，最後利用試驗所穫數據驗證瞭模型的實用性和閤理性。
전장창수구유흔대적수궤성화다양성，시일항비상복잡적공작。여하정학평개전시장비창수임무분공적합이성、과학성대주출정학적전장창수결책구유십분중요적의의。기우전장창수적복잡성，인입전장창수임무분공복잡성개념，통과TLX법대전장창수임무분공복잡성진행측도，병이차위기출，건립기우가권지지향량회귀적전장창수임무분공복잡성계산모형，최후이용시험소획수거험증료모형적실용성화합이성。
Battlefield damage assessment and repair (BDAR)is characterized by randomness and diversity,and is an exceptionally complicated task.Correct assessment of the rationality and scientificness of wartime equipment repair division of the task is of great significance to making the right decisions on battlefield repair.Based on the complexity of the BDAR,the concept of complexity in division of repair task is introduced and by the TLX method the complexity is measured and on the basis of the measurement,the weighted support vector machine is applied to measuring the task assignment complexity of BDAR.Finally, both the practicability and rationality of this model are validated by the data obtained in the experiment.
