矿业安全与环保
礦業安全與環保
광업안전여배보
MINING SAFETY & ENVIRONMENTAL PROTECTION
2014年
6期
115-119
,共5页
李树刚%王璐%成连华%张良
李樹剛%王璐%成連華%張良
리수강%왕로%성련화%장량
ANP%BP神经网络%ANP-BP评价%煤矿应急能力%评价方法
ANP%BP神經網絡%ANP-BP評價%煤礦應急能力%評價方法
ANP%BP신경망락%ANP-BP평개%매광응급능력%평개방법
analytic network Process(ANP)%BP neural network%ANP-BP evaluation%coal mine emergency caPability%evaluation method
合理选用评价方法对企业认清应急能力现状及提升应急能力水平具有重要意义。为开展煤矿应急能力评价,强化煤矿应急能力建设,通过对ANP网络层次分析法和BP神经网络各自优势进行分析并组合,以ANP计算出的结果作为BP神经网络的训练样本数据,提出了ANP-BP评价方法。对该方法在煤矿应急能力评价过程中的实现进行了研究,证明了该方法的可适用性和可操作性。
閤理選用評價方法對企業認清應急能力現狀及提升應急能力水平具有重要意義。為開展煤礦應急能力評價,彊化煤礦應急能力建設,通過對ANP網絡層次分析法和BP神經網絡各自優勢進行分析併組閤,以ANP計算齣的結果作為BP神經網絡的訓練樣本數據,提齣瞭ANP-BP評價方法。對該方法在煤礦應急能力評價過程中的實現進行瞭研究,證明瞭該方法的可適用性和可操作性。
합리선용평개방법대기업인청응급능력현상급제승응급능력수평구유중요의의。위개전매광응급능력평개,강화매광응급능력건설,통과대ANP망락층차분석법화BP신경망락각자우세진행분석병조합,이ANP계산출적결과작위BP신경망락적훈련양본수거,제출료ANP-BP평개방법。대해방법재매광응급능력평개과정중적실현진행료연구,증명료해방법적가괄용성화가조작성。
To rationally choose the evaluation method is of great significance for a coal mine enterPrise to recognize the Present situation of its emergency caPability and enhance the level of its emergency caPability. In order to carry out the evaluation of coal mine emergency caPability and strengthen the construction of its emergency caPability,analysis and combination were made on the advantages of both Analytic Network Process( ANP)and Back ProPagation( BP)neural network,and ANP-BP evaluation method was ProPosed by taking the evaluation results of ANP as the training samPle data of BP neural network. In addition,study was made on the imPlementation of ANP-BP method in coal mine emergency caPability evaluation,and its aPPlicability and oPerability were Proved.