Innovations in Information and Communication Technologies: Proceedings of ICIICT 2022 (Algorithms for Intelligent Systems)

101 Pages·2022·3.893 MB·English

by  Deepak Garg (editor), Neeraj Kumar (editor), Rahat Iqbal (editor), Suneet Gupta (editor)

Algorithms for Intelligent Systems
Series Editors: Jagdish Chand Bansal · Kusum Deep · Atulya K. Nagar
Deepak Garg
Neeraj Kumar
Rahat Iqbal
Suneet Kumar Gupta   Editors
Innovations in
Information and
Communication
Technologies
Proceedings of ICIICT 2022
Algorithms for Intelligent Systems
SeriesEditors
JagdishChandBansal,DepartmentofMathematics,SouthAsianUniversity,
NewDelhi,Delhi,India
KusumDeep,DepartmentofMathematics,IndianInstituteofTechnologyRoorkee,
Roorkee,Uttarakhand,India
AtulyaK.Nagar,SchoolofMathematics,ComputerScienceandEngineering,
LiverpoolHopeUniversity,Liverpool,UK
Thisbookseriespublishesresearchontheanalysisanddevelopmentofalgorithmsfor
intelligentsystemswiththeirapplicationstovariousrealworldproblems.Itcovers
research related to autonomous agents, multi-agent systems, behavioral modeling,
reinforcement learning, game theory, mechanism design, machine learning, meta-
heuristic search, optimization, planning and scheduling, artificial neural networks,
evolutionary computation, swarm intelligence and other algorithms for intelligent
systems.
Thebookseriesincludesrecentadvancements,modificationandapplicationsof
theartificialneuralnetworks,evolutionarycomputation,swarmintelligence,artifi-
cialimmunesystems,fuzzysystem,autonomousandmultiagentsystems,machine
learning and other intelligent systems related areas. The material will be benefi-
cialforthegraduatestudents,post-graduatestudentsaswellastheresearcherswho
wantabroaderviewofadvancesinalgorithmsforintelligentsystems.Thecontents
will also be useful to the researchers from other fields who have no knowledge of
thepowerofintelligentsystems,e.g.theresearchersinthefieldofbioinformatics,
biochemists,mechanicalandchemicalengineers,economists,musiciansandmedical
practitioners.
The series publishes monographs, edited volumes, advanced textbooks and
selectedproceedings.
IndexedbyzbMATH.
All books published in the series are submitted for consideration in Web of
Science.
· · ·
Deepak Garg Neeraj Kumar Rahat Iqbal
Suneet Kumar Gupta
Editors
Innovations in Information
and Communication
Technologies
Proceedings of ICIICT 2022
Editors
DeepakGarg NeerajKumar
SchoolofComputerScienceEngineering ThaparInstituteofEngineering
andTechnology andTechnology
BennettUniversity Patiala,Punjab,India
GreaterNoida,India
SuneetKumarGupta
RahatIqbal SchoolofComputerScienceEngineering
BigDataandIoTResearchGroup andTechnology
CoventryUniversity BennettUniversity
Coventry,UK GreaterNoida,India
ISSN 2524-7565 ISSN 2524-7573 (electronic)
AlgorithmsforIntelligentSystems
ISBN 978-981-19-3795-8 ISBN 978-981-19-3796-5 (eBook)
https://doi.org/10.1007/978-981-19-3796-5
©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature
SingaporePteLtd.2023
Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether
thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse
ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and
transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar
ordissimilarmethodologynowknownorhereafterdeveloped.
Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication
doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant
protectivelawsandregulationsandthereforefreeforgeneraluse.
Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook
arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor
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Singapore
Organization
HonoraryCo-chairs
VincenzoPiuri,Universita’degliStudidiMilano,Italy
JaumeAnguera,UniversitatRamonLLull,Spain
SajalK.Das,MissouriUniversityofScienceandTechnology,USA
MohammadS.Obaidat,UniversityofSharjah,UAE
GeneralCo-chairs
DeepakGarg,BennettUniversity,India
NeerajKumar,ThaparUniversity,India
SuneetKumarGupta,BennettUniversity,India
RahatIqbal,CoventryUniversity,UK
GauravSingal,NetajiSubhasUniversityofTechnology,India
InternationalAdvisoryBoard
ValentinaE.Balas,AurelVlaicuUniversityofArad,Romania
AliKattan,KnowledgeUniversity,Iraq
AjayShrestha,HospitalandHealthCare,NewYork,USA
NeerajMittal,UniversityofTexasDallas,USA
NeeteshSaxena,CardiffUniversity,UK
AliKashifBashir,ManchesterMetropolitanUniversity,UK
v
vi Organization
ProgramChair
LalitGarg,UniversityofMalta,Malta
TechnicalProgramCommittee
AhmedA.Elngar,Beni-SuefUniversity,Egypt
JoséRolim,UniversityofGeneva,Switzerland
SherozKhan,InternationalIslamicUniversity,Malaysia
S.B.Goyal,CityUniversity,Malaysia
MohammadIsrar,SurUniversityCollege,SultanateofOman
OsamaMohammedElmardiSuleimanKhayal,NileValleyUniversity,Sudan
RaadFarhoodChisab,TechnicalInstitute,Kut,MiddleTechnicalUniversity,Iraq
JeremiahChukwuneke,NnamdiAzikiweUniversity,Nigeria
KailashKumarMaheshwari,SaudiElectronicUniversity,SaudiArabia
ChidiE.Akunne,NnamdiAzikiweUniversity,Nigeria
AntónioEspíritoSanto,UniversidadeDaBeiraInterior,Portugal
P.GaneshKumar,K.L.N.CollegeofEngineering,India
AmitKumarSaraf,JagannathUniversity,India
AnujKumarGupta,ChandigarhGroupofColleges,India
RenukaMohanraj,MaharishiInternationalUniversity,India
ArjanSingh,PunjabiUniversity,India
BalasubramaniR.,NMAMInstituteofTechnology,India
BalkrishanY.,PunjabiUniversity,India
Ch.Chengaiah,SriVenkateswaraUniversity,India
ChandreshKumarChhatlani,RajasthanVidyapeeth,India
ManiJindal,MangalmayInstituteofManagementandTechnology,India
CharuSaxena,ChandigarhUniversity,India
D.Sivabalaselvamani,KonguEngineeringCollege,India
DaisyJoseph,BhabhaAtomicResearchCentre,India
DattatrayaV.Kodavade,DKTESociety’sTextileandEngineeringInstitute,India
D.N.Sujatha,BMSCollegeofEngineering,India
H.L.Sharma,GovernmentCollegeJukhala,India
KamleshLakhwani,LovelyProfessionalUniversity,India
LatikaKharb,JIMS,India
MaheshKumarPorwal,SreeChaitanyaCollegeofEngineering,India
ManojChalla,CMRInstituteofTechnology,India
R.Sujatha,VelloreInstituteofTechnology,India
RajivPandey,AmityUniversity,India
RashmiSoni,DayanandaSagarInstitutions,India
S.N.Panda,ChitkaraUniversity,India
SanjayC.Patil,ThakurCollegeofEngineeringandTechnology,India
Organization vii
SanjeevKumar,NIMSUniversity,India
SankitRamkrishnaKassa,SNDTWomen’sUniversity,India
SantoshKumarSingh,JECRCFoundationJaipur,India
SarveshTanwar,AmityUniversity,India
ShankarChatterjee,NIRDPR,India
ShuchitaUpadhyaya,KurukshetraUniversity,India
ShyamalDutta,UniversityofBurdwan,India
SoumendraDarbar,JadavpurUniversity,India
SunilKumarGupta,BCET,Gurdaspur,India
VaibhavBhatnagar,S.S.JainSubodhPGAutonomousCollege,India
WilliamjeetSingh,PunjabiUniversity,India
YashPaul,GuruJambheshwarUniversityofScienceandTechnology,India
YogeshKumarSharma,ShriJ.J.T.University,India
M.Nirmala,KumaraguruCollegeofTechnology,India
CharuSaxena,ChandigarhUniversity,India
BaljitSinghKhehra,BBSBEngineeringCollege,India
AkashSaxena,CIITM,India
ShirishJoshi,SymbiosisInternationalDeemedUniversity,India
ArjanSingh,PunjabiUniversity,India
NeerajMangla,M.M.D.U.Mullana,India
DineshKumar,SriSaiCollegeofEngineeringandTechnology,India
MonikaMathur,SKITM,India
S.Mathivilasini,EthirajCollegeforWomen,India
SandhyaSave,ThakurCollegeofEngineeringandTechnology,India
GirishP.,TOCHInstituteofScienceandTechnology,India
ArjunChoudhary,SardarPatelUniversityofPolice,SecurityandCriminalJustice,
India
DeepakKumarMohapatra,TridentAcademyofTechnology,India
HarshKhatter,ABESEngineeringCollege,India
HemantSahu,GeetanjaliInstituteofTechnicalStudies,India
K.G.Revathi,DMICollegeofEngineering,India
LaljiPrasad,SageUniversity,India
MamoonRashid,LovelyProfessionalUniversity,India
NaiyerMumtaz,JharkhandUniversityofTechnology,India
PrateekAgrawal,LovelyProfessionalUniversity,India
PujaDas,TechnoIndiaUniversity,India
S.Raviraja,RoyalResearchFoundation,India
SaravananK.,AnnaUniversityRegionalCampus,India
Shashikant Sharma, B. K. Birla Institute of Engineering and Technology, Pilani,
India
SubramanyamKunisetti,RVRandJCCollegeofEngineering,India
SureshM.,KonguEngineeringCollege,India
VijayKumar,ManavRachnaInternationalInstituteofResearchandStudies,India
VishuMadaan,LovelyProfessionalUniversity,India
G.Jayalakshmi,VRSiddharthaEngineeringCollege,India
viii Organization
AtulPatel,CHARUSAT,Gujarat
KoppulaVijayKumar,CMRCollegeofEngineeringandTechnology,India
SatyadhyamChickerur,KLETechnologicalUniversity,India
R.B.Jadeja,MarwariUniversity,India
G.V.PadmaRaju,SRKREngineeringCollege,India
WilscyM.,SaintgitsCollegeofEngineering,India
B.G.Prasad,BMSCollegeofEngineering,India
M.V.Padmavathi,BhilaiInstituteofTechnology,India
AmitVerma,ChandigarhEngineeringCollege,India
SunilSurve,FCRCE,India
SabuM.Thampi,IIITM,India
RatanRana,PoornimaUniversity,India
DebikaBhattacharya,IEM,India
V.K.Jain,ModiUniversity,India
ShomPrasadDass,NSIT,India
S.N.Londhe,VIIT,India
B.Rajathilagam,AmritaUniversity,India
Latika,AnsalUniversity,India
G.VishnuMurthy,AnuragGroupofInstitutions,India
D.Suresh,B.V.RajuInstituteofTechnology,India
AvaniR.Vasant,BabariaInstituteofTechnology,India
M.G.Sumithra,BannariAmmanInstituteofTechnology,India
M.VijayKarthik,CMREngineeringCollege,India
RajKumarPatra,CMRTechnicalCampus,India
YashodharaV.Haribhakta,CollegeofEngineering,India
RoshaniRaut,D.Y.PatilSchoolofEngineeringandTechnology,India
MilindShah,Fr.ConceicaoRodriguesInstituteofTechnology,India
R.Y.Sable,G.H.RaisoniInstituteofEngineeringandTechnology,India
VishnuSharma,GalgotiasCollegeofEngineeringandTechnology,India
K.ThammiReddy,GandhiInstituteofTechnologyandManagement(GITAM),India
M.MaryShanthiRani,GandhigramRuralInstitute,India
R.PriyaVaijayanthi,GMRInstituteofTechnology,India
K.SubbaRao,GodavariInstituteofEngineeringandTechnology,India
B.Sujatha,GodavariInstituteofEngineeringandTechnology,India
SantoshS.Saraf,GogteInstituteofTechnology,India
PushpenderSarao,HyderabadInstituteofTechnologyandManagement,India
NavanathSaharia,IndianInstituteofInformationTechnologyManipur,India
G.L.Prajapati,DeviAhilyaVishwavidyalaya,India
S.J.Saritha,JawaharlalNehruTechnologicalUniversity,Anantapur,India
A.KalyanaSaravanan,KonguEngineeringCollege,India
VivekRichhariya,LakshmiNarainCollegeofTechnology,India
M.A.MalukMohamed,M.A.M.CollegeofEngineeringandTechnology,India
R.P.RamKumar,MallaReddyEngineeringCollege,India
TessyMathew,MarBaseliosCollegeofEngineeringandTechnology,India
AnilaM.,MLRInstituteofTechnology,India
Organization ix
RohitRaina,ModelInstituteofEngineeringandTechnology,India
S.N.TirumalaRao,NarasaraopetaEngineeringCollege,India
V.Gomathi,NationalEngineeringCollege,India
RajatSubhraGoswami,NationalInstituteofTechnologyArunachalPradesh,India
S.RaoChintalapudi,PragatiEngineeringCollege,India
D.G.Harkut,Prof.RamMegheCollegeofEngineeringandManagement,India
D.BujjiBabu,QISCollegeofEngineeringandTechnology,India
G.KishorKumar,RajeevGandhiMemorialCollegeofEngineeringandTechnology,
India
R.BalajiGanesh,RamcoInstituteofTechnology,India
B.RaveendraBabu,RVRandJCCollegeofEngineering,India
VijayDhir,SBBSUniversity,India
G.Prabhakar,ScientInstituteofTechnology,India
Shailendra Aswale, Shree Rayeshwar Institute of Engineering and Information
Technology,India
KamalMehta,ShriShankracharyaCollegeofEngineering,India
S.RaviChandra,ShriVishnuEngineeringCollegeforWomen,India
P.KavithaRani,SiddharthInstituteofEngineeringandTechnology,India
M.NareshBabu,SreeVidyanikethanEngineeringCollege,India
S.Jyothi,SriPadmavatiMahilaVisvavidyalayam(Women’sUniversity),India
R.Anuradha,SriRamakrishnaEngineeringCollege,India
K.ShirinBhanu,SriVasaviEngineeringCollege,India
V.JanardhanBabu,SriVenkatesaPerumalCollegeofEngineeringandTechnology,
India
D.Nagaraju,SriVenkateswaraCollegeofEngineeringandTechnology,India
DeepthiJordana,SrinivasaRamanujanInstituteofTechnology,India
D.Haritha,SRKInstituteofTechnology,India
JatindraKumarDash,SRMUniversity,AP,India
A.Swarnalatha,St.Joseph’sCollegeofEngineering,India
A.KiranMayee,TallaPadmavathiCollegeofEngineering,India
AdityaMaheshwari,TechnoIndiaNJRInstituteofTechnology,India
ShachiNatu,ThadomalShahaniEngineeringCollege,India
SudiptaRoy,AssamUniversity,India
E. Sreenviasa Reddy, University College of Engineering and Technology Acharya
NagarjunaUniversity,India
L.Sumalatha,UniversityCollegeofEngineering,India
A.Rajanikanth,VardhamanCollegeofEngineering,India
K.GiriBabu,VasireddyVenkatadriInstituteofTechnology,India
ManneSuneetha,VelagapudiRamakrishnaSiddharthaEngineeringCollege,India
D.Murali,VemuInstituteofTechnology,India
ShaluChopra,VESInstituteofTechnology,India
RamaniBaiV.,VidyaAcademyofScienceandTechnology,India
D.ArunaKumari,VidyaJyothiInstituteofTechnology,India
E.LakshmiLydia,Vignan’sInstituteofInformationTechnology,India
D.Srinivasarao,VNRVignanaJyothiInstituteofEngineeringandTechnology,India