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Buildamathematicalmodeltodescribethepredator-preyecologicalsystemandanalyzeitsstablestate.
Pleaseconsulttherelatedliteratureanddatatocompletethesimulationcalculationofyourmathematicalmodel.
Studyyourpredator-preyecologicalmodelwithalternatefoodforthepredatorandapartialcoverfortheprey.
Assumptions
1,thepopulationoftheactivitieswithinthescopeofnoothermajornaturaldisasters
2,therabbitsinthemodelofnaturalenemiesisthefox;
3,assumingtherabbitsandfoxesarerelativelyadequatefood
4,ifthesamespeciesdonotcompetewithmassdeath;
Model1:
Predatorpreysystemmodel
Simplicity,thesystemonlyrabbitsandfoxeswerediscussed.Supposeinthegrasslandsonlygrass,rabbitsandfoxes,rabbitsattimetandthefoxdensityrespectively
and
。
Iftheprairiegrassisrichinresources,therabbitfeedongrasstosurviveindependently,andaccordingtothemodeofgrowth
Growth,which
Rabbit'
sgrowthrate,maximumrabbitrepresentstheenvironmentcanaccommodatethedensity.Thenconsiderthepresenceofthefox,therabbitgrowthtodrop,efficiencydecreaseddensityhypothesisdependsonrabbitsandfoxesandpredatorfoundandattackingprey,sothegrowthequationofrabbit(i.e.preyequation)for[6]:
(1)Intheformula,reflectstheabilityoffoxespreyonrabbits,canbecalledthepressureconstant[7].
Similarly,thepredator,foxlefttherabbitcannotsurvive,letthefoxexistindependentlyofmortality,
ToreducetheindexformpredatororKa-VoLlterramodel.Ontheotherhand,therabbitprovidedfoodforthefox,thefoxisequivalenttothemortality,reducedtheextentalsodependsonthefoxandharedensity,sotheevolutionequationsinto:
(2)type,reflectstheabilitytosupporttherabbittothefox,isameasureofpredationefficiencyconstant[7].
Whenthesystemtendstobestable,thepredatorandthepreydensitydidnotchange,
and
By
(1)and
(2)thesteadystateequationofsystemcanbeobtained:
(3)
(4)
Becauseif,
、
for0,thepredatorpreysystemdoesnotexist,sotheabovetwoequationscanbewrittenas:
(5)
(6)
answer:
_(7)
(8)
(7),(8)typeisthesystemstability,rabbitandfoxdensity.Wheretheconstant
、
、
_and
Bythespecificcircumstances.Becauseymustbegreaterthan0,otherwisethesystemdoesnotexist.Thenby(8)known
tomeet
Inordertodiscusstherelationshipbetweenwolvesanddeerqualitativegrowth,wetake[7],
thentheequation
(1)and
(2)canbewrittenas:
(9)
(10)
Consideringx,ycannotbe0,by(7)and(8)typecangettwoequationisnot0solution(orequilibrium),namely
systemstability,thedensityis25,thedensityis7.5.
Accordingtoequation(9)and(10)thetimeevolutionofthefoxandrabbitresultsfromFigure1tofigure2shows.
Inordertodiscusstherelationshipbetweenwolvesanddeerqualitativegrowth,wetake
Thentheequation
(1)and
(2)canbewrittenas:
(11)
(12)
Consideringx,ycannotbe0,by(7)and(8)typecangettwoequationisnot0solution(orequilibrium)for
Thesystemisstable,thedensityis25,thedensityis7.5.Accordingtoequation(9)and(10)thetimeevolutionofthefoxandrabbitresultsfromFigure1tofigure2shows.
Figure1depictstheevolutionprocessofthefoxandrabbitwithtime
Volterra-Lotokfittingcurvefiguretwodepictsthefoxandhare
Wecanknowfromthegraph,beganwhen=0.1,=0.02,wolvesanddeerdensityfluctuationislarge,thenthesystemisinthestateof"
turmoil"
.Overtime,moreandmoresmallfluctuationsindensity,ataboutt=250unitsoftime,thewolfanddeerdensitydoesnotchange,thenthesystemcanreachastaticbalance.Canalsobeseen,wolvesanddeerdensityofstablevalueswere7.5and25,consistentwiththeabovediscussion.AsyoucanseefromFigure2,thephasediagramisasmoothspiralline,fromoutsidetoinside,graduallyreduced,finallytogetherinonepoint,coordinatethepointscorrespondingto(25,7.5).Alsotheimagegivestheevolutionprocessofwolvesanddeersaidvectorthesamephasediagram,gatheringcenterin(25,7.5),namely,tothispoint,thesystemwillnotchange.
Conclusion
Whenthesystemisstable,rabbitsandfoxesintheconstantdensity,
andthespecificcircumstancesofthetimeisrelativelystable.Sothepredator-preyrelationshipatsteadystate.
Model2:
Theproblem,findthepopulationdensityof5forestrabbitsandfoxesintheinternet.Thefollowingtable:
大兴安岭
小兴安岭
美国红木国家森林
日本
Aonomori
森林
模型得到的
兔子密度
19
22
11
18
20
狐狸密度
7
5
2
8
6
表一
PartialcorrelationanalysiswasconductedbySPSS,withtheresultsfromthemodelvariables"
GreaterKhinganRange,XiaoXinganLing,AmericanRedwoodNationalForest,aonomoriforest"
controlasshownintable2:
Table2
Table3
Throughtheanalysisonthetablegivestheforestrabbitsandfoxesandmodelapopulationdensity,wherecircumstancespermit,themeanvalueandthestandarddifferenceisobtainedintherangeoferrorconditionsarepermitted.
Model3:
Predatorininterferenceconditionswereabovethedynamicmodelofpredatorsystemmodelisanidealsituation,withoutinterference,tostudytheexternalinterferenceandinternalfluctuationsontheimpactofsystemevolution,namelythedeerandwolfevolutionbothfromoutsideinterference,evolutionequationafterconsideringtheinterferenceonitchangeasfollowsLangevin(Langevin)equation[8,9]
(11)
(12)
Intwo,
_and
isnotassociatedwiththevariablesdescribingtheinterferenceeffectoftheexternalenvironment,representativeorinternalfluctuationsonthegrowthofdeerandwolf.Whencutinhalf
=0.05,
=0.02
Figure3:
Increaseonetimes
=0.04.Figure4:
Reducebyhalf
=0.05,increaseonetimes
=0.04.inFigure5
=0.08,
=0.03.Figure6
Thefigure3tofigure6
theparameterschange,describethewolvesanddeerindifferentconditionsandthetimeevolution.Inthebeginning,curveswithandwithoutnoiseisconsistent(seeFigure1).Therefore,theinterferenceofunreasonableshouldreduceorreducethedisturbanceintensity.Butontheotherhand,whenthebalanceisbroken,itmayleadtotheemergenceofnewspecies,soastoconstituteanewpredatorpreysystem,toachieveanewdynamicequilibrium.
Thepredatorpreysystemmodel,thesystemevolutioncurveintheidealconditionandinterferenceconditionsandevolutionofphasediagramsarediscussed.Theresultsshowthat,ideally,theevolutionofthissystemwillreachastaticequilibrium,whichisnotconducivetotheevolutionofspeciesandnewspecies.
Whileintheinterferencecondition,theevolutionofthesystemwillreachadynamicbalance,andevendestroythebalance,thisprovidesthenecessaryconditionsfortheevolutionofspecies,andtheemergenceofnewspeciesso,consideringtheinterference(noise)afterthemodelismorereasonable.Andtoprovidethescientificbasisforthefuturegovernmentrecoveryandprotectionpoliciesofecologicalsystem.
StrengthsandWeaknesses
Model1
Strengths;
Comprehensiveconsiderationofvariousfactorsisintheecosystemofpredatorandprey.Suchas:
growthrate,predation,mortalityandsteady.Allowsthemodelinthepremiseconditionsallow,canwellpredictthestabledevelopmentofthesystemortheneedtoprotectouranimalgoodtrackingandinvestigation.
Weaknesses:
Doesnotexistinnaturesothatindividualfoodchain,notsumupthewholeecologicalsystem.
Model2
Strengths:
Moreclearlyshowsthedifferencesbetweenthenatureoftherabbit,foxdensityandthedensityandcorrelationmodel.
lesssamplecollection,alsocannotverywellmakethecontrast.
Model3
Whenparameterschange,usematlabmapping,veryconcise.Canclearlyreaction.
Nolimitanalysis,whenthepredatorfoodentirelybyexternalsupplyinsteadofpredatorprey,therelationshipbetweenthemis:
predatorpreyintoacompetitiverelationship,theycompeteforspaceandresources.Becausetimeislimited,sothecompetitionmodelofsubsequentanalysiswasnotperformed.
References
[1]XuR,HaoF,ChenL.Astage-structuredpredator-preymodelwithtimedelaysActaMathematicaScientia,2006,26A(3):
387.
[2]_DuYK,XuR,Du