Kutheni uyabulawa design yokuhlola

Amaninzi, ngexesha abo okanye ezinye izifundo zenzululwazi kusetyenziswa indlela ezingenzeka apho ngokufunisela malunga unobangela, ukuba iziphumo ezithile. Emva koko, le nkolelo zingqinwe eksperimenti ukuba kuthiwe ingxelo. Konke oku kufuna umlinganiselo othile eziphathekayo kunye nexesha-ukutya, ekubeni ngenxa yoko enokuthenjwa kuyimfuneko ukwenza ezinye amalinge kunye data eqala efanayo. Ukunciphisa inani zophando parallel kunye iinketho indibanisela yale okanye ezinye izinto uziphumezile ngenyameko design zovavanyo.

Oku kuphunyezwa ngokukhetha iimeko vavanyo phantsi apho iziphumo processing izibalo ze amaxabiso imveliso ye parameter liya kwenza izigqibo ezifanelekileyo malunga nenkqubo phantsi isifundo. Wokulinga Design kuquka ukufumana ethile imodeli yemathematika, nto leyo eza kuvumela kakhulu ngokusondeleyo ukuchaza inkqubo phantsi isifundo. Isicwangciso Selection ezenziwa matrices ulwazi zohlalutyo. Kufuneka kuqatshelwe ukuba ukuphunyezwa uhlalutyo lwamanani lwe data uvavanyo kunye nokusebenza kwalo kuxhomekeke ngqo kwi sicwangciso. wena Xa ukhetha icebo, kufuneka:

• isigqibo kwingongoma nganye design uvavanyo;
• ukuphuhlisa umzekelo owawuza ukuchaza yinyosi isakhiwo nohlobo lebyikulu kwi into uphando okanye inkqubo;
• ukwenza uthelekiso imodeli onesiphumo kunye nezicwangciso ezikhoyo, umgangatho. Ngokusekelwe kuhlalutyo kubangele ukuba ukhethe isicwangciso ilungileyo.

Imfundiso eyilwe uvavanyo sisetyenziswa ngokubanzi kwiinkalo ezahlukeneyo zenzululwazi neteknoloji. Kulo mzekelo, ukuya nesihloko esithile, kubalulekile ukuqwalasela ezinye bokuqonda kunye awohluke kule ndawo benzululwazi, ukuze bazilungiselele kakuhle nokuqhuba uphando enokwehla, injongo kwiimeko ezininzi kukufumana kweemeko ezivumayo nezincomekayo phantsi apho parameters zovavanyo into (inkqubo impendulo) namanani kakhulu, ufikelele ixabiso abo okanye ubuncinane.

Wokulinga Design kunciphisa ixesha, ingakumbi xa badibana nezinto eziliqela ezahlukeneyo kwiziphumo lokugqibela yomzamo, kunye nokusetyenziswa kwezixhobo zokusebenza. Yonke amava ungabangela ukuba umphandi ulwazi kangangoko kunokwenzeka. Oku kungaphunyezwa kuphela xa ngaba alungiselelwe nehambo ngakwicala lokwenziwa.

Ucwangciso kunye nokucwangciswa nokuhlola inikeza

• Khetha inani lemiba variable. Apha kuyimfuneko ukuba ukhethe izinto ezininzi ezibalulekileyo ukuba ibe nefuthe umsebenzi impendulo. Abanako isigqibo ngexesha yemifuniselo wophendlo lokuqala, ngokutsha iincwadi;
• kujongwa inani ezahlukeneyo kumanqanaba into nganye. Kule meko bubungakanani ixabiso mhlawumbi ubunjani okanye kwinqanaba, oko kufikelele esingasukiyo okanye random. Ezinye iingcebiso ezithile ekufumaneni imiba zokutshintsha lokuphumla ayikho, ngoko kulo mhlathi kufuneka ujonge imithombo boncwadi ukumisela zibe imiba kunokwenzeka, okanye ukusebenzisa amava abo;
• yokuqingqa inani elifunekayo amaxabiso lomlinganiselo umsebenzi impendulo. Le mali kuxhomekeke imida lusekiwe, nokuchaneka kunye nesiphumo esinokubakho omnye into ukuya kwenye.

Ngaloo ndlela, ucwangciso olu lingelo - unamandla sisixhobo ezandleni zonke ingcali yenzululwazi, ikuvumela kakhulu ukunciphisa ixesha ukufunda nokuphucula ukulunga kwabo ukuya kwinqanaba elifunekayo. Umphandi nganye ukwazi nje kuphela indlela, kodwa ukusebenzisa ngempumelelo oko kusenziwa, ukuba ukufikelela injongo kunye iindleko encinci.