数学建模美国赛B题参考答案.docx
《数学建模美国赛B题参考答案.docx》由会员分享,可在线阅读,更多相关《数学建模美国赛B题参考答案.docx(16页珍藏版)》请在冰豆网上搜索。
数学建模美国赛B题参考答案
PROBLEMB:
CampingalongtheBigLongRiver
VisitorstotheBigLongRiver(225miles)canenjoyscenicviewsandexcitingwhitewaterrapids.Theriverisinaccessibletohikers,sotheonlywaytoenjoyitistotakearivertripthatrequiresseveraldaysofcamping.RivertripsallstartatFirstLaunchandexittheriveratFinalExit,225milesdownstream.Passengerstakeeitheroar-poweredrubberrafts,whichtravelonaverage4mphormotorizedboats,whichtravelonaverage8mph.Thetripsrangefrom6to18nightsofcampingontheriver,starttofinish..Thegovernmentagencyresponsibleformanagingthisriverwantseverytriptoenjoyawildernessexperience,withminimalcontactwithothergroupsofboatsontheriver.Currently,XtripstraveldowntheBigLongRivereachyearduringasixmonthperiod(therestoftheyearitistoocoldforrivertrips).ThereareYcampsitesontheBigLongRiver,distributedfairlyuniformlythroughouttherivercorridor.Giventheriseinpopularityofriverrafting,theparkmanagershavebeenaskedtoallowmoretripstotraveldowntheriver.Theywanttodeterminehowtheymightscheduleanoptimalmixoftrips,ofvaryingduration(measuredinnightsontheriver)andpropulsion(motororoar)thatwillutilizethecampsitesinthebestwaypossible.Inotherwords,howmanymoreboattripscouldbeaddedtotheBigLongRiver’sraftingseason?
Therivermanagershavehiredyoutoadvisethemonwaysinwhichtodevelopthebestscheduleandonwaysinwhichtodeterminethecarryingcapacityoftheriver,rememberingthatnotwosetsofcamperscanoccupythesamesiteatthesametime.Inadditiontoyouronepagesummarysheet,prepareaonepagememotothemanagersoftheriverdescribingyourkeyfindings.
Nowadaystheheavymetalpollutionissocommonthatpeoplepaymoreandmoreattentiontoit.Theaimofthispaperistocalculatethemaximumofmethylmercuryinhumanbodyduringtheirlifetimeandthemaximumnumberoffishtheaverageadultcansafelyeatpermonth.FromCityOfficialsresearch[1],wegetinformationthatthemeanvalueofmethylmercuryinbasssamplesoftheNeversinkReservoiris1300ug/kgandtheaverageweightofbasspeopleconsumepermonthis0.7kg.Accordingtothedifferentconsumingtimeineverymonth,weconstructadiscretedynamicalsystemmodelfortheamountofmethylmercurythatwillbebioaccumulatedintheaverageadultbody.Inidealconditions,weassumepeopleconsumebassatfixedtermpermonth.Basedonit,weconstructfixed-ingestionmodelandwereachtheconclusionthatthemaximumamountofmethylmercurytheaverageadulthumanwillbioaccumulateintheirlifetimeis3505ug.Asmethylmercuryingestedisnotonlycomingfrombassbutalsofromotherfood,hence,wemakefurtherrevisetoourmodelsothatthemodelisclosertotheactualsituation.Asaresult,wefigureoutthemaximumamountofmethylmercurytheaverageadulthumanwillbioaccumulateintheirlifetimeis3679ug.Asamatteroffact,althoughweassumepeopleconsumeonefishpermonth,theconsumingtimehasgreatrandomness.Takingtherandomnessintoconsideration,weconstructarandom-ingestionmodelatthebasisofthefirstmodel.Throughcomputersimulations,weobtainthemaximumofmethylmercuryinhumanbodyis4261ug.Wealsocalculatethemaximumamountis4420ugafterrandom-ingestionmodelisrevised.Asitisknowntous,differentcountriesanddistrictshavedifferentcriterionsformercurytoxicity.Inourcase,weadoptLD50asthetoxiccriterions(LD50isthedosageatwhich50%ofthehumansexposedtoaparticularchemicalwilldie.TheLD50formethylmercuryis50mg/kg.).Wespeculatemercurytoxicityhaseffectontheabilityofeliminatingmercury,therefore,wesetupvariable-eliminationmodelatthebasisofthefirstmodel.Accordingtothefirstmodel,theamountofmethylmercuryinhumanbodyis50ug/kg,farlessthan50mg/kg,sowereachtheconclusionthatthefishconsumptionrestrictionsputforwardbythereservoiradvisoriescanprotecttheaverageadult.Iftheamountofmethylmercuryingestedincreases,theamountofbioaccumulationwillgoupcorrespondingly.If50mg/kgisthemaximumamountofmethylmercuryinhumanbody,wecanobtainthemaximumnumberoffishthatpeopleconsumesafelypermonthis997.
Keywords:
methylmercurydiscretedynamicalsystemmodelvariable-eliminationmodel
discreteuniformrandomdistributionmodelrandom-ingestionmodel
Introduction
Withthedevelopmentofindustry,thedegreeofenvironmentalpollutionisalsoincreasing.Humanactivitiesareresponsibleformostofthemercuryemittedintotheenvironment.Mercury,abyproductofcoal,comesfromacidrainfromthesmokestackemissionsofold,coal-firedpowerplantsintheMidwestandSouth.Itsparticlesriseonthesmokestackplumesandhitcharideonprevailingwinds,whichoftenblownortheast.AftercollidingwiththeCatskillmountainrange,theparticlesdroptotheearth.Onceintheecosystem,micro-organismsinthesoilandreservoirsedimentbreakdownthemercuryandproduceaverytoxicchemicalformknownasmethylmercury.Ithasgreateffectonhumanhealth.
PublicofficialsareworriedabouttheelevatedlevelsoftoxicmercurypollutioninreservoirsprovidingdrinkingwatertotheNewYorkCity.Theyhaveaskedforourassistanceinanalyzingtheseverityoftheproblem.Asaresultofthebioaccumulationofmethylmercury,ifthereservoirispolluted,wecanmakesurethattheamountofmethylmercuryinfishisalsoincreasing.IfeachpersonadherestothefishconsumptionrestrictionsaspublishedintheNeversinkReservoiradvisoryandconsumesnomorethanonefishpermonth,throughanalyzing,weconstructadiscretedynamicalsystemmodeloftimefortheamountofmethylmercurythatwillbioaccumulateintheaverageadultperson.Thenwecanobtainthemaximumamountofmethylmercurytheaverageadulthumanwillbioaccumulateintheirlifetime.Atthesametime,wecanalsogetthetimethatpeoplehavetakentoachievethemaximumamountofmethylmercury.Asweknow,differentcountriesanddistrictshavedifferentcriterionsforthemercurytoxicity.Inourcase,weadoptthecriterionofKellerArmyCommunityHospital.Ifthemaximumamountofmethylmercuryinhumanbodyisfarlessthanthesafecriterion,wecanreachtheconclusionthatthereservoirisnotpollutedbymercuryorthepolluteddegreeisverylow,otherwisewecansaythereservoirisgreatpollutedbymercury.Finally,thedegreeofpollutionisdeterminedbytheamountofmethylmercuryinhumanbody.
ProblemOne
discretedynamicalsystemmodel
ThemeanvalueofmethylmercuryinbasssamplesoftheNeversinkReservoiris1300ug/kgandtheaverageweightofbassis0.7kg.Accordingtothesubject,peopleconsumenomorethanonefishpermonth.Forthesafetyofpeople,wemustconsiderthebioaccumulationofmethylmercuryundertheworstconditionthatpeopleabsorbthemaximumamountofmethylmercury.Therefore,weassumethatpeopleconsumeonefishpermonth.
Assumptions
●Theamountofmethylmercuryinfishisabsorbedcompletelyandinstantlybypeople.
●Theeliminationofmercuryisproportionaltotheamountremaining.
●Peopleabsorbfixedamountofmethylmercuryatfixedtermpermonth.
●Weassumethehalf-lifeofmethylmercuryinhumanbodyis69.3days.
Solutions
Let
denotetheproportionofeliminatingmethylmercurypermonth,
denotetheaccumulationproportion.Asweknow,methylmercurydecaysabout50percentevery65to75days,ifnofurthermethylmercuryisingestedduringthattime.Consequently,
Throughcalculating,weget
Let’sdefinethefollowingvariables:
denotestheamountofmethylmercuryatinitialtime,
denotesthenumberofmonth,
denotestheamountofmethylmercuryinhumanbodyatthemomentpeoplehavejustingestedthemethylmercuryinthemonth
denotestheamountofmethylmercurythatpeopleingestpermonthand
.
Moreover,weassume
Though,
weget
Withtheremainingamountofmethylmercuryincreasing,theeliminationofmethylmercuryisalsogoingup.Weknowtheamountofingestedmethylmercurypermouthisaconstant.Therefore,withtimegoingby,therewillbeabalancebetweenabsorptionandelimination.Wecanobtainthesteady-statevalueofremainingmethylmercuryas
approachesinfinity.
Thevalueof
isshownbyfigure1.
Figure1.merthylmercurycompletelycomingfromfishandingestedatfixedtermpermonth
Ifthedifferenceoftheremainingmethylmercurybetweenthemonth
and
islessthanfivepercentoftheamountofmethylmercurythatpeopleingestpermonth,thatis,
Thenwecanget
Atthesametime,wecanworkoutthetimethatpeoplehavetakentoachieve3380ugis11months.
Fromourmodel,wereachtheconclusionthatthemaximumamountofmethylmercurytheaverageadulthumanwillbioaccumulateintheirlifetimeis3505ug.
Ifpeopleingestmethylmercuryeveryhalfofamonth,however,thesumofmethylmercuryingestedpermonthisconstant,consequently,
Asaresult,weobtainthemaximunamountofmethylmercuryinhumanbodyis3270ug.Whenthedifferenceiswithin5%,wegetthetimepeoplehavetakentoachieveitis11months.
Similarly,ifpeopleingestmethylmercuryperday,wegetthemaximumamountis3050ug,andthetimeis10months.
RevisingModel
Asamatteroffact,theamountofmethylmercuryinhumanbodyisnotcompletelycomingfromfish.AccordingtotheresearchofHongKongSARFoodandEnvironmentalHygieneDepartment[1],undernormalcondition,about76percentofmethylmercurycomesfromfishand24percentcomesfromotherseafood.Inordertomakeourmodelmoreand