Proceedings of International Conference on Scientific and Natural Computing: Proceedings of SNC 2021 PDF
Preview Proceedings of International Conference on Scientific and Natural Computing: Proceedings of SNC 2021
Algorithms for Intelligent Systems Series Editors: Jagdish Chand Bansal · Kusum Deep · Atulya K. Nagar Dipti Singh Amit K. Awasthi Ivan Zelinka Kusum Deep Editors Proceedings of International Conference on Scientific and Natural Computing Proceedings of SNC 2021 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. The book series includes recent advancements, modification and applications of 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. Moreinformationaboutthisseriesathttp://www.springer.com/series/16171 · · · Dipti Singh Amit K. Awasthi Ivan Zelinka Kusum Deep Editors Proceedings of International Conference on Scientific and Natural Computing Proceedings of SNC 2021 Editors DiptiSingh AmitK.Awasthi DepartmentofAppliedMathematics Head,DepartmentofAppliedMathematics GautamBuddhaUniversity GautamBuddhaUniversity GreaterNoida,India GreaterNoida,India IvanZelinka KusumDeep FacultyofElectricalEngineering DepartmentofMathematics andComputerScience IndianInstituteofTechnologyRoorkee TechnicalUniversityofOstrava Roorkee,India Ostrava,CzechRepublic ISSN2524-7565 ISSN2524-7573 (electronic) AlgorithmsforIntelligentSystems ISBN978-981-16-1527-6 ISBN978-981-16-1528-3 (eBook) https://doi.org/10.1007/978-981-16-1528-3 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNatureSingapore PteLtd.2021 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. 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The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Preface ThisbookcomprisestheoutcomesoftheInternationalConferenceonScientificand NaturalComputing,SNC2021,whichprovidesaplatformforresearchers,academi- cians, engineers, and practitioners to present and discuss their innovative, inter- estingideasinordertostimulateandexpandthehorizonoftheirresearch.Thebook presents the latest developments and challenges in the area of soft computing like GeneticAlgorithm,Self-OrganizingMigratingAlgorithm,ParticleSwarmOptimiza- tion,Biogeography-basedEvolutionaryAlgorithms,ArtificialNeuralNetwork,Grey WolfOptimization,ChaoticAtomSearchOptimization,etc.anditsapplicationsin thevariousinterdisciplinaryareasincludingweatherforecasting,imageregistration, orderreduction,powerpointtracking,disastermanagement,etc. GreaterNoida,India DiptiSingh GreaterNoida,India AmitK.Awasthi Ostrava,CzechRepublic IvanZelinka Roorkee,India KusumDeep v Contents 1 SalpSwarmAlgorithmforMultimodalImageRegistration ....... 1 SanjeevSaxenaandMausumiPohit 2 Multi-objective Chaotic Atom Search Optimization forEpistasisDetectioninGenome-WideAssociationStudies ...... 11 S.PriyaandR.Manavalan 3 A New Algorithm for Color-Image Encryption Using 3D-Lorenz Chaotic Map and Random Modulus DecompositioninTransformDomain ........................... 23 AnandB.Joshi,DhaneshKumar,SonaliSingh,andKeertiSrivastava 4 OptimalCapacityandLocationofDGsinRadialDistribution NetworkUsingNovelHarrisHawksOptimizationAlgorithm ...... 37 MoumitaGhosh,B.Tudu,andK.K.Mandal 5 Model Order Reduction Using Grey Wolf Optimization andPadeApproximation ...................................... 49 PranayBhadauriaandNidhiSingh 6 ModelingtheEffectofMaliciousObjectsinSensorNetworks andItsControlbyAnti-MaliciousSoftware ...................... 57 ShyamSundar,RamNaresh,AmitK.Awasthi,andAtulChaturvedi 7 ApplicationofArtificialNeuralNetworkinMaximumPower PointTrackingforDifferentRadiationandTemperature ......... 73 DilipYadavandNidhiSingh 8 Real Coded Genetic Algorithm for Selecting Optimal MachiningConditions ......................................... 89 PinkeyChauhan 9 Biogeography-Based OptimizationAlgorithmforSolving EmergencyVehicleRoutingProbleminSuddenDisaster .......... 101 VanitaGarg,AnjaliSingh,andDiveshGarg vii viii Contents 10 Shoring-Based Formwork Optimization Using SOMGA forMulti-StoreyBuildings ..................................... 111 ShilpaPal,DiptiSingh,andPiyushVidyarthi 11 Numerical Simulation of Heavy Rainfall Using Weather ResearchandForecast(WRF)System ........................... 127 SushilKumar,BhanumatiPanda,andP.V.S.Raju 12 ParameterEstimationofVIC-RAPIDHydrologicalModel UsingSelf-adaptiveDifferentialEvolutionAlgorithm ............. 137 SaswataNandiandManneJangaReddy 13 Numerical Simulation of Landfall Position and Intensity ofVerySevereCyclonicStorm‘Vardah’OverBayofBengal UsingARWModel ............................................ 147 PushpendraJohari,SushilKumar,A.Routray,andInduJain 14 Fuzzy-AHP-Based Indexing Model for Performance AssessmentofHighwaysandExpressways ....................... 167 RohitSharma,PrateekRoshan,andShobhaRam 15 Quality Factors Prioritization of Ready-Mix Concrete andSite-MixConcrete:ACaseStudyinIndianContext .......... 179 AmartyaSinha,NishantSingh,GirishKumar,andShilpaPal 16 Study on Optimization of Unreliable Server Queueing Systems:APSOBasedSurvey .................................. 189 RadhikaAgarwal,DivyaAgarwal,andShwetaUpadhyaya 17 Brain Tumor Detection Through MRI Using Image ThresholdingandGUI ......................................... 199 AditiVerma,M.A.Ansari,RajatMehrotra,PragatiTripathi, andShadanAlam 18 AStudyonRetrialG-QueuesUnderDifferentScenarios: AReview ..................................................... 211 GeetikaMalik,ShwetaUpadhyaya,andRichaSharma 19 Assessment of the Basic Education System of Myanmar ThroughtheDataEnvelopmentAnalysis ........................ 221 AnkitaPanwar,MarlarTin,andMilliePant 20 Discrete Cosine Transform with Matrix Technique foraFractional-orderRieszDifferentiator ...................... 233 HariPratapandAmitUjlayan 21 Analysis and Design of Memristor Emulator and Its ApplicationinFMDemodulator ................................ 241 ZebaMustaqueemandAbdulQuaiyumAnsari Contents ix 22 Optimization of Culture Conditions for EPS Production inLactobacillusrhamnosusMTCC5462ThroughTaguchi DesignMethodology ........................................... 253 ArchanaBhati,AnilKumarBaghel,andBarkhaSinghal 23 AssessmentofBiochemicalMethanePotentialinAnaerobic BiodegradationofIndustrialFoodWaste ........................ 261 AtharHussain,KhayatiGaur,andRichaMadan 24 AnalysingDistanceMeasuresinTopsis:APython-BasedTool ..... 275 SwastiArya,MihikaChitranshi,andYograjSingh 25 RemovalofChromiumfromSyntheticWastewaterUsing SynthesizedLow-CostAdsorbents .............................. 293 AtharHussain,DeepeshTiwari,andZafarHeider 26 SomeNewResultsontheDeformableFractionalCalculus UsingD’AlambertApproachandMittag-LefflerFunction ........ 311 PriyankaAhuja,AmitUjlayan,FahedZulfeqarr,andMohitArya AuthorIndex ...................................................... 319 About the Editors Dr.DiptiSingh is currently working as an Assistant Professor at Department of AppliedMathematics,GautamBuddhaUniversity,GreaterNoida.Shereceivedher M.Sc(2002)andPh.d(2007)degreesfromIndianInstituteofTechnology,Roorkee. Shehasmorethan30papersinrefferedjournalsofhighimpactfactor/International conferences. She has contributed chapters in many books and also has one Edited book “Problem Solving and Uncertainty Modeling through Optimization and Soft ComputingApplications”,DOI:10.4018/978-1-4666-9885-7,tohercredit.Shehas supervised2Ph.Dthesis,7M.scand9M.techDissertations.Sheislifememberof Operations Research Society of India, Soft Computing Research Society of India andalsoMemberofInternationalResearchGroupUnconventionalAlgorithmsand Computing,Czech(NAVY),UniversityofOstrava.Sheistheadvisoryboardmember of series of International Conference on Soft Computing for Problems Solving (SocProS).HerresearchinterestsincludeOptimizationTechniques,NatureInspired Algorithms,ComputationalIntelligence,andtheirapplicationtoreallifeengineering problems. Dr.AmitK.Awasthi is working as an Assistant Professor at Gautam Buddha University. He achieved Gold Medal in M. Sc. in Mathematics (1999) from M. J.P.RohilkhandUniversity,Bareilly.HereceivedhisPh.D.in2007fromDr.B.R. Ambedkar University, Agra, in Cryptology. His main areas of research interests include Cryptography, Security Protocols, and Coding Theory. He has published morethan30papersininternationaljournal/conference/CryptographyArchives.He co-edited a volume of LNICST from Springer. He got the certificate for the most cited international research paper from (ESI). He was also appraised by By Else- vierPublishing(NewYork)forSignificantcontributiontothescientificcommunity. Where he has served as associate editor in computer and electrical engineering. Currently,heisalsoservingfortheElsevierjournal-computerstandardandInter- face. He is a member of Indian Mathematical Society, Group for Cryptographic Research,CryptographyResearchSocietyofIndia,andComputerSocietyofIndia. xi
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