Monotonically Increasing Function - Video & Lesson Transcript
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When a function is increasing on its entire domain or decreasing on its entire domain, we say that the function is strictly monotonic, and we ...
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Lesson
Transcript
RileyKench,LauraPennington
Author
RileyKench
Rileyhastutoredcollegiatemathematicsforsevenyears.TheyhaveaMasterofArtsdegreeinMathematicsfromCentralMichiganUniversityandaBachelorofSciencedegreeinMathematicsfromCentralMichiganUniversity.
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Instructor
LauraPennington
LaurareceivedherMaster'sdegreeinPureMathematicsfromMichiganStateUniversity,andherBachelor'sdegreeinMathematicsfromGrandValleyStateUniversity.Shehas20yearsofexperienceteachingcollegiatemathematicsatvariousinstitutions.
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Inthislesson,learnaboutmonotonicfunctionsandhowtoidentifythem.Moreover,understandthenatureofincreasinganddecreasingmonotonicfunctionswithexamplesandequations.
Updated:01/07/2022
TableofContentsWhatisaMonotonicFunction?Non-MonotonicFunctionsLessonSummaryShow
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WhatisaMonotonicFunction?Amonotonicfunctionisafunctionthatiseitheralwaysincreasingoralwaysdecreasing.HereisanimageinFigure1showingamonotonicallyincreasingfunction:
Fig.1:MonotonicallyIncreasingFunction
NoticethatintheimageinFigure1,thegraphisalwaysincreasinginthepositivedirectiononitsdomain.Thisisamonotonicallyincreasingfunction.Amonotonicallydecreasingfunctionwouldbeafunctionthatisdecreasinginthepositivedirectiononitsdomain.Thisisthemonotonicdecreasingfunctiondefinition.Thenatureofafunctiondetermineswhetheritwillbemonotonicallyincreasing,monotonicallydecreasing,orneither.
Ifthefunctionisalwaysincreasingonitsdomain,thefunctionissaidtobemonotonicallyincreasing.Thismeansthatforany{eq}a,b{/eq}inthedomainofthefunctionsuchthat{eq}af(b){/eq}.Anysubsequentoutputvalueisstrictlylessthananypreviousoutputvalue.
Noticethatinthecasesforstrictlymonotonic,itisnotpossibleforthegraphofthefunctiontobehorizontalanywhereinitsdomainsincetheoutputvaluesarealwaysstrictlygreaterthanorstrictlylessthanthepreviousoutputvalues.ConditionforaMonotonicFunctionThereisaconditionforknowingifafunctionismonotonic.Thisconditioninvolvesthesignofthederivativeofthefunction.
Amonotonicfunctionwillhaveaderivativethatiseitheralwayspositive(monotonicallyincreasing)oralwaysnegative(monotonicallydecreasing).Thatis,ifthederivativeofafunctionisalwayspositiveornegative,thenthefunctionismonotonic.Moreover,ifthederivativeofafunctionisalwayspositiveornegativeandnotzeroanywhere,thenthefunctionisstrictlymonotonic.
HereisanimageofafunctioninFigure2thatismonotonicallyincreasing:
Fig.2:MonotonicallyIncreasingFunction2
InFigure2,theequationofthefunctionisgivenas{eq}f(x)=0.5x+2{/eq}.Thederivativeofthisfunctionis{eq}f'(x)=0.5>0{/eq}.So,thisfunctionismonotonicallyincreasingsinceitsderivativeisalwayspositivebutitisalsostrictlymonotonicsincethederivativeisneverzero.HereisanimageofafunctioninFigure3thatismonotonicallydecreasing:
Fig.3:MonotonicallyDecreasingFunction
InFigure3,theequationofthefunctionis{eq}f(x)=1-x{/eq}.Thederivativeofthisfunctionis{eq}f'(x)=-1<0{/eq}.Thisfunctionismonotonicallydecreasingsinceitsderivativeisalwaysnegative.Moreover,sincethederivativeisneverzero,thefunctionisstrictlymonotonic.Ultimately,thederivativeofafunctiondeterminesifthefunctionismonotonic.MonotonicFunctionExamplesHerearesomemonotonicfunctionexamples:Example1:Isthefunction{eq}f(x)=x^3{/eq}monotonic?Strictlymonotonic?Solution:Well,thederivativeofthisfunctionis{eq}f'(x)=3x^2{/eq}.Noticethat{eq}x^2\geq0{/eq}forallxwhichmeansthat{eq}3x^2\geq0{/eq}forallx.Therefore,theconditionforamonotonicfunctionimpliesthatthisfunctionismonotonicallyincreasingsinceitsderivativeisalwaysgreaterthanorequaltozero.However,thisfunctionisnotstrictlymonotonicsinceat{eq}x=0{/eq},thederivativeiszero.Example2:Isthefunction{eq}f(x)=-x^5-2x^3+1{/eq}monotonic?Strictlymonotonic?Solution:Thederivativeofthisfunctionis{eq}f'(x)=-5x^4-6x^2{/eq}.Now,{eq}x^4{/eq}and{eq}x^2{/eq}arebothalwaysgreaterthanorequaltozeroontheirdomains.But,sincetheyarebeingmultipliedbynegativenumbers,theterms{eq}-5x^4{/eq}and{eq}-6x^2{/eq}arebothnegativemakingthederivativealwayslessthanorequaltozero.Therefore,theconditionformonotonicfunctionsimpliesthatthisfunctionismonotonicallydecreasing.However,sincethederivativecanbezero,thisfunctionisnotstrictlymonotonic.Example3:
MonotonicityThemonotonicityofafunctiontellsusifthefunctionisincreasingordecreasing.Afunctionisincreasingwhenitsgraphrisesfromlefttoright.Intechnicalterms,afunctionisincreasingonanintervalIifforanyx1andx2inI,x1islessthanx2impliesthatf(x1)islessthanf(x2).Basically,thissaysthatwhenx1islessthanx2,thenthefunctionevaluatedatx1islessthanthefunctionevaluatedatx2.Afunctionisdecreasingwhenitsgraphfallsfromlefttoright.Again,thetechnicaldefinitionsaysthatafunctionisdecreasingonanintervalIifforanyx1andx2inI,x1islessthanx2impliesthatf(x1)isgreaterthanf(x2).Inotherwords,afunctionisdecreasingonanintervalIwhenitisthecasethatwheneverx1islessthanx2,f(x1)isgreaterthanf(x2).Themonotonicityofafunctionisdirectlyrelatedtothefunction'sderivative.Afunctionisincreasingwhenitsderivativeispositive,andafunctionisdecreasingwhenitsderivativeisnegative.Forexample,considerthefunctionf(x)=x2.Thederivativeisf'(x)equals2x.Nowconsiderwhere2xispositiveandnegative.2xisgreaterthan0.Dividebothsidesby2.xisgreaterthan0.Therefore,fispositivewhenxisgreaterthan0,sofisincreasingontheintervalxisgreaterthan0.Similarly,considerwhere2xisnegative:2xislessthan0Dividebothsidesby2xislessthan0Thus,f'isnegativewhenxislessthan0,andfisdecreasingontheintervalxislessthan0.
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0:01Monotonicity
2:11MonotonicFunction
2:57Non-MonotonicFunction
3:44Examples
4:41LessonSummary
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Isthefunction{eq}f(x)=e^x{/eq}monotonic?Strictlymonotonic?Solution:Thederivativeofthisfunctionis{eq}f'(x)=e^x{/eq}.Thisisanexponentialfunctionthatisneverzeroonitsdomain.So,{eq}e^x>0{/eq}forallxinitsdomain.Therefore,thisfunctionismonotonicallyincreasing.Moreover,sincethederivativeisneverzero,thisfunctionisstrictlymonotonicaswell.Non-MonotonicFunctionsAnon-monotonicfunctionisanyfunctionthatisnotmonotonic.Inessence,anon-monotonicfunctionisnotentirelyincreasingordecreasingonitsdomain;anon-monotonicfunctionwillbothincreaseanddecreaseonitsdomain.Aconditiontoshowifafunctionisnon-monotonicistoshowthatthederivativeisbothpositiveandnegativeonthedomainofthefunctionratherthanitbeingfixed.Herearesomeexamplesofnon-monotonicfunctions:
{eq}f(x)=x^2{/eq}isnon-monotonicsinceitsderivative{eq}f'(x)=2x{/eq}isbothpositiveandnegative.Infact,allevenfunctionsarenon-monotonicsincetheyarealwaysincreasinganddecreasingontheirdomains.HereisanimageinFigure4:
Fig.4:Graphofx^2
{eq}f(x)=sin(x){/eq}isnon-monotonicsinceitsderivative{eq}f'(x)=cos(x){/eq}isbothpositiveandnegativeonitsdomain.Infact,sincethederivativesofsineandcosinearerelated,bothofthesetrigonometricfunctionsarenon-monotonic.HereisanimageinFigure5:
Fig.5:Graphofsin(x)
{eq}f(x)=\vertx\vert{/eq}isnon-monotonicsinceitsderivative{eq}f'(x)=\frac{x}{\vertx\vert}{/eq}isbothpositiveandnegative.Thedenominatorofthederivativeisalwayspositivebutthenumeratorcanbebothpositiveandnegative.Therefore,thefunctionmustbenon-monotonic.HereisanimageinFigure6:
Fig.6:GraphoftheAbsoluteValueFunction
LessonSummaryAmonotonicfunctionisafunctionthatiseitheralwaysincreasingoralwaysdecreasingonitsdomain.Thenatureofafunctionwilldetermineifitismonotonic:
Amonotonicallyincreasingfunctionfhastheconditionthatforany{eq}a,b{/eq}inthedomainsuchthat{eq}a1?'s':''}}
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