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Optima. Loa. Foreca.ting Model for Peer-to-Peer Energy Tra.ing in Sma.t Grids

Computers, Ma.eria.s & Continua 2022年第1期70卷 1053-1067页

作者： Lijo Ja.ob Va.ghese K.Dha.a.ini Suma.Sira.Ja.ob ihsan a.i a.delza.ir a.delma.oud Ta.seer a.da.la.Elfa.il Eisa Depa.tment of Electrica. a.d Electronics Engineering Christian College of Engineering and TechnologyOddanchatram624619India Depa.tment of Electrica. a.d Electronics Engineering K.Ramakrishnan College of EngineeringTiruchirappalli621112India Depa.tment of Computer Science a.d Engineering Christian College of Engineering and TechnologyOddanchatram624619India Depa.tment of Computer System a.d Technology Faculty of Computer Science and Information TechnologyUniversity of Malaya50603Kuala LumpurMalaysia Depa.tment of Informa.ion Systems King Khalid UniversityMuhayel Aseer62529Saudi Arabia Depa.tment of Informa.ion Systems-Girls Section King Khalid UniversityMahayil62529Saudi Arabia

Peer-to-Peer(P2P)electricity tra.ing is a.significa.t resea.ch a.ea.tha. offers ma.imum fulfilment for both prosumer a.d *** a.so decrea.es the qua.tity of line loss incurred in Sma.t Grid(SG).But,uncerta.nities in dema.d a.d supply of the electricity might lea. to insta.ility in P2P ma.ket for both prosumer a.d *** recent times,numerous Ma.hine Lea.ning(ML)-ena.led loa. predictive techniques ha.e been developed,while most of the existing studies did not consider its implicit fea.ures,optima. pa.a.eter selection,a.d prediction *** order to overcome fulfill this resea.ch ga.,the current resea.ch pa.er presents a.new Multi-Objective Gra.shopper Optimisa.ion a.gorithm(MOGOa.with Deep Extreme Lea.ning Ma.hine(DELM)-ba.ed short-term loa. predictive technique i.e.,MOGOa.DELM model for P2P Energy Tra.ing(ET)in *** proposed MOGOa.DELM model involves four distinct sta.es of opera.ions na.ely,da.a.clea.ing,Fea.ure Selection(FS),prediction,a.d pa.a.eter *** a.dition,MOGOa.ba.ed FS technique is utilized in the selection of optimum subset of ***,DELM-ba.ed predictive model is a.so a.plied in foreca.ting the loa. *** proposed MOGOa.model is a.so a.plied in FS a.d the selection of optima.DELM pa.a.eters to improve the predictive *** inspect the effectua. outcome of the proposed MOGOa.DELM model,a.series of simula.ions wa. performed using UK Sma.t Meter *** the experimenta.ion procedure,the proposed model a.hieved the highest a.cura.y of 85.80%a.d the results esta.lished the superiority of the proposed model in predicting the testing da.a.

关键词： Peer to Peer energy tra.e sma.t grid loa. foreca.ting ma.hine lea.ning fea.ure selection

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a.ca.e study of multi-sea. coa. mine entry sta.ility a.a.ysis with strength reduction method

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Interna.iona. Journa. of Mining Science a.d Technology 2016年第2期26卷 193-198页

作者： Tulu ihsan Berk Esterhuizen Ga.riel S. Klemetti Ted Murphy Micha.l M. Sumner Ja.es Sloa. Micha.l Ground Control Bra.ch NIOSH Office of Mine Safety and Health Research Pittsburgh PA 15216 USA Lone Mounta.n Processing Inc. St. Charles VA 24282 USA

In this pa.er,the a.va.ta.e of using numerica. models with the strength reduction method(SRM) to eva.ua.e entry sta.ility in complex multiple-sea. conditions is demonstra.ed.a.coa. mine under va.ia.le topogra.hy from the Centra. a.pa.a.hia. region is used a. a.ca.e *** this mine,unexpected roof conditions were encountered during development below previously mined *** ma.ping a.d observa.ion of ground conditions were used to qua.tify the success of entry support systems in three room-a.d-pilla. *** model a.a.yses were initia.ly conducted to estima.e the stresses induced by the multiple-sea. mining a. the loca.ions of the a.fected *** SRM wa. used to qua.tify the sta.ility fa.tor of the supported roof of the entries a. selected *** SRM-ca.cula.ed sta.ility fa.tors were compa.ed with observa.ions ma.e during the site visits,a.d the results demonstra.e tha. the SRM a.equa.ely identifies the unexpected roof conditions in this complex *** is concluded tha. the SRM ca. be used to effectively eva.ua.e the likely success of roof supports a.d the sta.ility condition of entries in coa. mines.

关键词： Coa. mine ground control Multiple sea. mining Pha.e 2 FLa.3D Strength reduction method Roof supports

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Ma.hine Lea.ning-Ena.led Power Scheduling in IoT-Ba.ed Sma.t Cities

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Computers, Ma.eria.s & Continua 2021年第5期67卷 2449-2462页

作者： Na.eela.a.a. Sa.ma. Kha. Moha.ma. Kha.id Ima. Ra.ma.i Muha.ma. Ta.ir Nur a.a. MD Rya. a.turki ihsan Ulla. Depa.tment of Computer Science Government Girls Degree College MardanKPK23200Pakistan Depa.tment of Electrica. Energy System UETPeshawar25000Pakistan Depa.tment of Computer Science College of Computing and InformaticsSaudi Electronic UniversityKSA Depa.tment of Sma.t Computing Kyungdong UniversityGlobal CampusGosung24764South Korea Depa.tment of Informa.ion Sciences College of Computer and Information SystemsUmm Al-Qura UniversityMakkahSaudi Arabia Robotics Engineering Daegu Gyeongbuk Institute of Science and TechnologySouth Korea

Recent a.va.cements in ha.dwa.e a.d communica.ion technologies ha.e ena.led worldwide interconnection using the internet of things(IoT).The IoT is the ba.kbone of sma.t city a.plica.ions such a. sma.t grids a.d green energy *** sma.t cities,the IoT devices a.e used for linking power,price,energy,a.d dema.d informa.ion for sma.t homes a.d home energy ma.a.ement(HEM)in the sma.t *** complex sma.t gridconnected systems,power scheduling a.d secure dispa.ch of informa.ion a.e the ma.n resea.ch *** cha.lenges ca. be resolved through va.ious ma.hine lea.ning techniques a.d da.a.*** this pa.er,we ha.e proposed a.pa.ticle swa.m optimiza.ion ba.ed ma.hine lea.ning a.gorithm known a. a.colla.ora.ive execute-before-a.ter dependency-ba.ed requirement,for the sma.t *** proposed colla.ora.ive execute-before-a.ter dependencyba.ed requirement a.gorithm works in two pha.es,a.a.ysis a.d a.sessment of the requirements of end-users a.d power distribution *** the rst pha.es,a.xed loa. is a.justed over a.period of 24 h,a.d in the second pha.e,a.ra.domly produced popula.ion loa. for 90 da.s is eva.ua.ed using pa.ticle swa.m *** simula.ion results demonstra.e tha. the proposed a.gorithm performed better in terms of percenta.e cost reduction,pea. to a.era.e ra.io,a.d power va.ia.ce mea. ra.io tha. pa.ticle swa.m optimiza.ion a.d inclined block ra.e.

关键词： PSO IBR ma.hine lea.ning IoT sma.t cities CDBR

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Effect of a.tive Zeolite in the Pyrolysis of Polypropylene a.d Low Density Polyethylene Types of Pla.tic Wa.te

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Journa. of Renewa.le Ma.eria.s 2022年第11期10卷 2781-2789页

作者： a.a. Sa.toso a.irotus Sholikha. Suma.i Suma.i Muha.ma. Roy a.rori a.ugra. Ricky Wija.a.Rini Retnosa.i ihsan Budi Ra.hma. Depa.tment of Chemistry Faculty of Mathematics and Natural SciencesUniversitas Negeri MalangMalang65145Indonesia Depa.tment of Chemistry Faculty of Science and TechnologyUniversiti Kebangsaan Malaysia UKM BangiSelangor43600Malaysia Gra.ua.e School of Engineering a.d Science Shibaura Institute of TechnologySaitama3378570Japan

Pla.tic is a.ba.ic need for huma.s,but it ha. a.so ca.sed big problems for the ***,the purpose of this study wa. to determine the effect of the type of pla.tic a.d the a.dition of a.zeolite ca.a.yst on the oil yield from the pyrolysis of pla.tic *** resea.ch sta.es were na.ura. zeolite a.tiva.ion,pyrolysis rea.tor settings,pyrolysis of pla.tic wa.te(PP a.d LDPE types),a.d *** results showed tha. the used na.ura. zeolite ha. a.mordenite pha.e a.d a.tiva.ed na.ura. zeolite ha. a.higher Si/a. ra.io tha. the ina.tiva.ed *** a.dition of a.zeolite ca.a.yst ha. a. effect on the produced *** yields of oil from pla.tic wa.te pyrolysis with zeolite ca.a.yst for PP a.d LDPE pla.tics were a.out 75.9 a.d 76.9 w/w,*** results of the GCMS a.a.ysis showed tha. the compounds of the pyrolysis oil were thought to be from the a.ka.es,cycloa.ka.es,a.kenes,ca.boxylic a.ids with a.oma.ic rings,a.d *** results of the GC-MS test showed tha. the unca.a.yzed pyrolysis product consists of compounds with a.ra.ge of C5-C11 ca.bon ***,the ra.ges of pyrolysis products with a.tive zeolite ca.a.yst were C6-C24 ca.bon cha.ns.

关键词： Zeolite ca.a.yst pla.tic pyrolysis rea.tor

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a.a.ysis of a.terna.ives for using ca.le bolts a. prima.y support a. two low-sea. coa. mines

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Interna.iona. Journa. of Mining Science a.d Technology 2016年第1期26卷 23-30页

作者： Esterhuizen Ga.riel S. Tulu ihsan B. Office of Mine Sa.ety a.d Hea.th Resea.ch NIOSH

Ca.le bolts a.e sometimes used in low-sea. coa. mines to provide support in difficult ground *** pa.er describes ca.le bolting solutions a. two low-sea. coa. mines in simila. ground *** mines used support systems incorpora.ing ca.le bolts a. pa.t of the prima.y support *** origina. ca.le bolt ba.ed support systems a. well a. two modified systems a.e eva.ua.ed to estima.e their a.ility to prevent la.ge roof fa.ls. One of the support systems incorpora.ed pa.sive ca.le bolts,while the other used pre-tensioned ca.le bolts. The results a.d experience a. the mines showed tha. the modified systems provided improved sta.ility over the origina. support systems. The presence of the ca.le bolts is the most importa.t contribution to sta.ility a.a.nst la.ge roof fa.ls,ra.her tha. the deta.ls of the support pa.tern. It wa. a.so found tha. a.hea.y steel cha.nel ca. improve the sa.ety of the system beca.se of the ‘sling' a.tion it provides. a.ditiona.ly,the a.a.ysis showed tha. fully-grouted reba. bolts loa. much ea.lier tha. the ca.le bolts,a.d pre-tensioning of the ca.le bolts ca. result in a.more uniform distribution of loa.ing in the roof.

关键词： Roof supportCoa. miningCa.le boltNumerica. modeling

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Predictive va.ue of C-rea.tive protein/a.bumin ra.io in a.ute pa.crea.itis

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Hepa.obilia.y & Pa.crea.ic Disea.es Interna.iona. 2017年第4期16卷 424-430页

作者： Musta.a.Ka.la. ihsan a.es Muha.med Yener a.pina. Ma.mut Yuksel Ufuk Ba.is Kuzu Sa.ite Ka.a. Orha. Coskun Ertugrul Ka.a.etin Depa.tment of Ga.troenterology Turkey Yuksek Ihtisas Training and Research HospitalAnkara 06100Turkey Depa.tment of Interna. Medicine Ankara Numune Training and Research HospitalAnkara 06100Turkey

Ba.KGROUND:Serum C-rea.tive protein(CRP) increa.es a.d a.bumin decrea.es in pa.ients with infla.ma.ion a.d ***,their role in pa.ients with a.ute pa.crea.itis is not *** present study wa. to investiga.e the predictive significa.ce of the CRP/a.bumin ra.io for the prognosis a.d morta.ity in a.ute pa.crea.itis ***:This study wa. performed retrospectively with 192 a.ute pa.crea.itis pa.ients between Ja.ua.y 2002 a.d June *** scores,a.la.ta.cla.sifica.ion a.d CRP/a.bumin ra.ios of the pa.ients were ***:The CRP/a.bumin ra.io wa. higher in decea.ed pa.ients compa.ed to *** CRP/a.bumin ra.io wa. positively correla.ed with Ra.son score a.d a.la.ta.cla.sifica.ion in pa.ticula. a.d with importa.t prognostic ma.kers such a. hospita.iza.ion time,CRP a.d erythrocyte sedimenta.ion *** a.dition to the CRP/a.bumin ra.io,necrotizing pa.crea.itis type,modera.ely severe a.d severe a.la.ta.cla.sifica.ion,a.d tota. Ra.son score were independent risk fa.tors of *** wa. found tha. a. increa.e of 1 unit in the CRP/a.bumin ra.io resulted in a. increa.e of 1.52 times in morta.ity risk.a.prediction va.ue a.out CRP/a.bumin ra.io >16.28 wa. found to be a.significa.t ma.ker in predicting morta.ity with 92.1% sensitivity a.d 58.0% *** wa. seen tha. Ra.son a.d a.la.ta.cla.sifica.ion were higher in pa.ients with CRP/a.bumin ra.io >16.28 compa.ed with those with CRP/a.bumin ra.io ≤*** with CRP/a.bumin ra.io >16.28 ha. a.19.3 times higher cha.ce of ***:The CRP/a.bumin ra.io is a.novel but promising,ea.y-to-mea.ure,repea.a.le,non-inva.ive infla.ma.ionba.ed prognostic score in a.ute pa.crea.itis.

关键词： a.la.ta.cla.sifica.ion C-rea.tive protein Gla.gow prognostic score Ra.son score a.ute pa.crea.itis

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Synthesis, Crysta. Structure a.d a.timicrobia. a.tivity of Ethyl 2-(1-cyclohexyl-4-phenyl-1H-1,2,3-tria.ol-5-yl)-2-oxoa.eta.e

引用

Chinese Journa. of Structura. Chemistry 2014年第11期33卷 1666-1672页

作者： MUHa.Ma. Na.em a.med SHa.ID Ha.eed KHa.a.a.a.sa. Ya.in IFZa. a.sha. ihsan-ul-Ha. Sa.EENa.Za.a. MUHa.Ma. Na.a. Ta.ir Depa.tment of Chemistry The University of Azad Jammu and Kashmir Depa.tment of Chemistry Quaid-i-Azam University Depa.tment of Pha.ma.y Faculty of Biological SciencesQuaid-i-Azam University University of Sa.godha Department of Physics

a.novel 1,4,5-trisubstituted 1,2,3-tria.ole（C18H21N3O3） wa. synthesized by a.one-pot three component rea.tion of 1-a.idocyclohexa.e, 1-copper（I） phenylethyne a.d ethoxa.yl chloride a. room tempera.ure. The molecula. structure wa. determined by single-crysta. X-ra. a.a.ysis. The compound crysta.lizes in the monoclinic system, spa.e group P21/n with a.= 12.8167（9）, b = 8.0966（6）, c = 16.7079（9） a. β = 98.716（2）°, Z = 4 a.d V = 1713.8（2）. In the crysta., the molecules a.e rela.ed by inversion a.d pa.red into dimers via.C–H…O a.d C–O…C intera.tions involving（oxo） a.eta.e groups. Furthermore, X-ra. a.a.ysis results a.e compa.ed with the optimized structure computed by using B3 LYP method with 6-311 G ba.is set. The ca.cula.ed results showed tha. optimized geometry ca. well reproduce the crysta. structure pa.a.eters. The bioa.sa. results indica.e tha. the compound ha. good a.tiba.teria. a.d a.tifunga. a.tivities.

关键词： click chemistry tria.ole cyclohexyl oxoa.eta.e XRD a.timicrobia.

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Physico-chemica. a.a.ysis a.d a.timicrobia. potentia. of a.is dorsa.a.a.is mellifera.a.d Ziziphus jujube honey sa.ples from Pa.ista.

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a.ia. Pa.ific Journa. of Tropica. Biomedicine 2014年第8期4卷 633-641页

作者： Hira.Fa.im Ja.id Iqba. Da.ti ihsan a.i Sa.ia.a.med Muha.ma. Na.eem Depa.tment of Microbiology Qauid-i-Azam University IslamabadPakistan PCSIR Resea.ch La.ora.ories Thokar Niaz BaigLahorePakistan

Objective:To eva.ua.e physico-chemica. properties a.d a.timicrobia. potentia. of indigenous honey sa.ples a.a.nst different reference stra.ns including Escherichia.coli a.CC *** a.rogenes a.CC *** a.ruginosa.a.CC *** subtilis *** a.reus a.CC *** typhi a.CC 14028,Klebsiella.pneumonia.a.CC *** niger a.CC *** oliga.pa.us *** a.bica.s a.CC14053 a.d Ca.dida.utilis a.CC ***:By using sta.da.d methods sa.ples were eva.ua.ed for their a.timicrobia. properties including a.ditive effect of sta.ch a.d non—peroxida.e a.tivity,a.tioxida.ive properties(phenol contents,fla.onoid contents,1,1-diphenyl-2-pierylhydra.yl ra.ica. sca.enging a.tivity).Prior to this eva.ua.ion,complete physico-chemica. properties including pH,color,a.h contents,protein contents,moisture contents,hydroxymethyl furfura. contents,tota. suga. contents,reducing suga. a.d non-reducing suga. contents were ***:Rela.ively higher a.h contents were found in the Sidda. honey i.e.(0.5900±0.0336)%a.d sma.l honey showed rela.ively higher protein contents i.e.(777.598±9.880) mg/*** moisture contents of tested honey sa.ples ra.ged between 13.8%—16,6%,tota. suga. contents foa. 61.672%-72.420%a.d non-reducing suga. contents from 1.95%—3.93%.Presences of phenolic contents indica.e higher a.tioxida.t potentia. of these honey *** ba.teria.showed clea. inhibition zones in response to tested honey sa.ples wherea. fungi a.d yea.t showed inhibition a. higher concentra.ions of these honey *** Escherichia.*** *** *** a.ruginosa.a.d a.pergillus niger,overa.l the sma.l honey showed the higher a.tivity tha. other honey ***:Physico-chemica. a.a.ysis of honey sa.ples confirmed good qua.ity of honey a.cording to the sta.da.ds set by Europea. Union Commission a.d Codex a.imcnta.ius *** of these honey sa.ples confirms a.tim

关键词： Ziziphus jujube honey a.timicrobia. properties Non-peroxida.e a.tivity a.tioxida.ive properties

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Deep Optima. VGG16 Ba.ed COVID-19 Dia.nosis Model

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Computers, Ma.eria.s & Continua 2022年第1期70卷 43-58页

作者： M.Buva.a.K.Muthuma.il S.Senthil kuma. Ja.el Nebhen Sulta. S.a.sha.ra.i ihsan a.i Depa.tment of Computer Science a.d Engineering PSNA College of Engineering and TechnologyDindigul624622India Depa.tment of Informa.ion Technology PSNA College of Engineering and TechnologyDindigul624622India Depa.tment of Electrica. a.d Electronics Engineering New Prince Shri Bhavani College of Engineering and TechnologyChennai600073India Prince Sa.ta. Bin a.dula.iz University College of Computer Engineering and SciencesAlkharj11942Saudi Arabia Depa.tment of Informa.ion Technology College of Computer and Information TechnologyTaif UniversityTaif21944Saudi Arabia Depa.tment of Computer System a.d Technology Faculty of Computer Science and Information TechnologyUniversity of MalayaKuala Lumpur50603Malaysia

Corona.irus(COVID-19)outbrea. wa. first identified in Wuha.,China.in December *** wa. ta.ged a. a.pa.demic soon by the WHO being a.serious public medica. *** spite of the fa.t tha. the virus ca. be dia.nosed by qRT-PCR,COVID-19 pa.ients who a.e a.fected with pneumonia.a.d other severe complica.ions ca. only be dia.nosed with the help of Chest X-Ra.(CXR)a.d Computed Tomogra.hy(CT)*** this pa.er,the resea.chers propose to detect the presence of COVID-19 through ima.es using Best deep lea.ning model with va.ious *** fea.ures like Speeded-Up Robust Fea.ures(SURF),Fea.ures from a.celera.ed Segment Test(Fa.T)a.d Sca.e-Inva.ia.t Fea.ure Tra.sform(SIFT)a.e used in the test ima.es to detect the presence of *** optima. fea.ures a.e extra.ted from the ima.es utilizing DeVGGCovNet(Deep optima. VGG16)model through optima. lea.ning *** ta.k is a.complished by exceptiona. ma.ing conduct of Bla.k Widow *** this stra.egy,ca.niba.ism is *** this pha.e,fitness outcomes a.e rejected a.d a.e not sa.isfied by the proposed *** results a.quired from rea. ca.e a.a.ysis demonstra.e the via.ility of DeVGGCovNet technique in settling true issues using obscure a.d testing ***16 model identifies the ima.ewhich ha. a.pla.e with which it is dependent on the distinctions in *** impa.t of the distinctions on la.els during tra.ning sta.e is studied a.d predicted for test *** proposed model wa. compa.ed with existing sta.e-of-the-a.t models a.d the results from the proposed model for disa.ra. grid estima.es like Sen,Spec,a.cura.y a.d F1 score were promising.

关键词： COVID 19 multi-fea.ure extra.tion vgg16 optima. lea.ning ra.e

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Optima. Deep Reinforcement Lea.ning for Intrusion Detection in Ua.s

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Computers, Ma.eria.s & Continua 2022年第2期70卷 2639-2653页

作者： V.Pra.eena.a.Vija.a.a. P.Chinna.a.y ihsan a.i Rooba.a.a.rooba.a.Sa.eh Ya.ya.a.ya.ya. Muha.ma. a.sa. Ra.a Depa.tment of Computer Science a.d Engineering Dr.N.G.P Institute of TechnologyCoimbatore641048India Depa.tment of Informa.ion Technology Vignan’s Foundation for ScienceTechnology&ResearchGuntur522213India Depa.tment of Informa.ion Technology Sri Shakthi Institute of Engineering and TechnologyCoimbatore641062India Depa.tment of Computer System a.d Technology Faculty of Computer Science and Information TechnologyUniversity of MalayaKuala Lumpur50603Malaysia Depa.tment of Computer Science College of Computers and Information TechnologyTaif UniversityTaif21944Saudi Arabia Depa.tment of Computer Science Community College in DwadmiShaqra University11961Saudi Arabia Depa.tment of Informa.ion Technology Bahauddin Zakariya UniversityMultan60000Pakistan

In recent yea.s,progressive developments ha.e been observed in recent technologies a.d the production cost ha. been continuously *** such scena.io,Internet of Things(IoT)network which is comprised of a.set of Unma.ned a.ria. Vehicles(Ua.),ha. received more a.tention from civilia. tomilita.y *** network security poses a.serious cha.lenge to Ua. networks wherea. the intrusion detection system(IDS)is found to be a. effective process to secure the Ua. *** IDSs a.e not a.equa.e to ha.dle the la.est computer networks tha. possess ma.imumba.dwidth a.d da.a.*** order to improve the detection performa.ce a.d reduce the fa.se a.a.ms genera.ed by IDS,severa. resea.chers ha.e employed Ma.hine Lea.ning(ML)a.d Deep Lea.ning(DL)a.gorithms to a.dress the intrusion detection *** this view,the current resea.ch a.ticle presents a.deep reinforcement lea.ning technique,optimized by Bla.kWidow Optimiza.ion(DRL-BWO)a.gorithm,for Ua. *** a.dition,DRL involves a. improved reinforcement lea.ning-ba.ed Deep Belief Network(DBN)for intrusion *** pa.a.eter optimiza.ion of DRL technique,BWO a.gorithm is *** helps in improving the intrusion detection performa.ce of Ua. *** extensive set of experimenta. a.a.ysis wa. performed to highlight the suprema.y of the proposed *** the simula.ion va.ues,it is evident tha. the proposed method is a.propria.e a. it a.ta.ned high precision,reca.l,F-mea.ure,a.d a.cura.y va.ues such a. 0.985,0.993,0.988,a.d 0.989 respectively.

关键词： Intrusion detection Ua. networks reinforcement lea.ning deep lea.ning pa.a.eter optimiza.ion

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