Real Life Applications of Soft Computing 21

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1、17OtherRealLifeApplications17.1introduCtionSoftcomputingcanneverberestrictedintoasmallsetofapplicationsorsystems.Itisanimmenselyvastfieldthatspansnumerousareasandspheres.Itcoversalmostallsectionsofindustryandsoci-etythatyoucanpossiblyimagine.Softcomputinghasalreadydominatedmajorap

2、plicationareasandisgrowingtremendouslyoverallareas.Characterrecognition,picturelearning,androboticsformasmallpartofthenumerouspossibilitiesthatsoftcomputingholds.Theareasarenumerous;theapplicabilityisimmense.Thewaystoapplysoft-computingtechniquesarelikewisenumerous.Thisunfoldshuge

3、opportunitiesandpotentialsinthisfieldthatbringpeoplefromalldomainstocontributeintheirownwaytosoftcomputing.Atthesametime,afterreadingaboutthetheoryandapplicationsofsoftcomputing,youwouldcertainlyrealizethattheapplicationskeepchanging.Thewaystoapplythesoft-computingmethodslargelyre

4、mainthesame.Theyjustneedtobedesignedintherightwayaspertheproblemdemands.Thispresentsanentirelydifferentviewofsoftcomputing,whichmeansprimarilyachievinganin-depthunderstandingoftheproblemandtheissuesandthenrealizingacorrectdesignperspective.Thispresentsthesoft-computingpractitioner

5、sandresearchersasdesignerswhoareschooledandskilledforevolvingeffectivedesignsforthesystems.Thisisindependentofwhateverdomaintheproblemcomesfromandwhatsoeverthebackgroundoftheproblemmaybe.Itwouldnotbepossiblefortheauthorstocoveralltheapplicationareasofthisvastdomain.Inthisbookwehav

6、epickedupdiverseareasofapplications.Theintentionwastointroducetheread-erstothedifferentapplicationsofsoftcomputing.Inthischapter,wegiveaglimpseofsomeoftheotherareaswheresoftcomputinghascastitsimpact.Inthischapter,wemainlyexplorefourotherapplicationsthatarechosenfromreallife.Thefir

7、stapplicationisautomaticdocumentclassification.Thistakesustothedomainofwebsearch,wheredocumentclassificationfindsimmenseapplications.HerewewouldapplyBayes’theoremandANNforthepurposeofclassifyingdocuments.Thesecondapplicationthatwehavechosenisnegativeassociationrulemining.Thiscomes

8、fromthedomainofdatamining,whichis