I-Neurataleya entsha iya kunceda izazinzulu ziphuhlise izixhobo ezinzima

Ukuchaneka kwe-algorithm yi-92%

Iqela labaphandi baseRussia sele bephuhlise inethiwekhi entsha enokukhetha izinyithi kunye nealloys ukwenza izinto ezinzima kunye nezakhiwo. Oku kwaziwa kwiNkonzo yeMithombo yoPhando lwePerm ye-PermTechnic Tolytechnion (Pnipu).

Izazinzulu ze-polytechnic zaseJamani zenze imodeli yenethiwekhi enesifo somoya eziya kuthi zincede abaphuhlisi bezixhobo eziphezulu zeteknoloji ngokukhawuleza kwaye bengabizi mali zilungele iseti yezinto ezithembisayo zezemizi-mveliso. Kwixa elizayo, inkqubo enjalo iya kuba ngumncedisi "wokuqonda" kwishishini, eliya kukhetha ngokuzenzekelayo indlela yemveliso yemveliso, iya kumisela ubume bemichiza, iNkqubo yokuFumaneka kwePingip umyalezo wenkonzo.

Kuyaziwa ukuba ekukhetheni indibaniselwano efanelekileyo yezinyithi kunye ne-alloys, izazinzulu kwakufuneka ziqhube uthotho lovavanyo lokulinganisa iimpawu zabo. Ababhali bophononongo olutsha bagqiba kwelokuba benze lula ukukhangela izixhobo ezomeleleyo, ukudala inethiwekhi ekhethekileyo, ukuhlalutya imifanekiso yedijithali yeesampulu ukumisela iintlobo ezithembisayo.

I-algorithm iyakwazi ukubona iipropathi zezinto ezibonakalayo, ezinxulumene nenye yazo kwenye yeeklasi ezinzima. Kumsebenzi wendlela yokusebenza, yokwenene, nengalinganiyo, eyenza ukuba ikwazi ukuqinisekisa ubunzulu betekhnoloji. Ukuchaneka kweziphumo zohlalutyo lwenethiwekhi ye-UNEL yi-92.1%. Iingcali ziphawula ukuba isifundo esikhethekileyo senze ukuba sikwazi ukuchaza inani lemifanekiso ephawulwe ngempazamo yezinto ezinokubakho ezichaphazela ukuchaneka kwesiphumo.

Ababhali bophuhliso olutsha banenjongo yokuqhubeka nomsebenzi ngokuphuculwa kwalo. Kwixa elizayo, banenjongo yokongeza iikhrayitheriya ezintsha apho inethiwekhi ye-NEAL inokukhetha intetho ethengisa i-metals kunye nealtrays ukudala izinto ezinzima kunye neemveliso.

Kwangoko, inkonzo yeendaba ephakathi yaxela ukoyisa umsantsa phakathi kwe-TILARORS APILAMS kunye neekhompyuter zexabiso.