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Does big $mathcalO$ imply $Theta$


Geometric series and big thetaRelationship Little '$mathcalo$' and Big '$mathcalO$'Big O comparisonDo small o, small omega, and big theta cover all relationships between two functionsBig-theta notationBig Theta with Negative Coefficient ProblemBig-Theta - asymptotic bound - is solution sufficient enough?Can two function be Big-O of each other?Big Theta NotationBig O, Omega and Theta Notation













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If we have a function $f(x) = 6x^4 - 2x^3 + 5$ and that function is $mathcalO(x^4)$. Does that mean that it will also be $Omega(x^4)$ and consequently $Theta(x^4)$?










share|cite|improve this question









$endgroup$
















    1












    $begingroup$


    If we have a function $f(x) = 6x^4 - 2x^3 + 5$ and that function is $mathcalO(x^4)$. Does that mean that it will also be $Omega(x^4)$ and consequently $Theta(x^4)$?










    share|cite|improve this question









    $endgroup$














      1












      1








      1





      $begingroup$


      If we have a function $f(x) = 6x^4 - 2x^3 + 5$ and that function is $mathcalO(x^4)$. Does that mean that it will also be $Omega(x^4)$ and consequently $Theta(x^4)$?










      share|cite|improve this question









      $endgroup$




      If we have a function $f(x) = 6x^4 - 2x^3 + 5$ and that function is $mathcalO(x^4)$. Does that mean that it will also be $Omega(x^4)$ and consequently $Theta(x^4)$?







      asymptotics






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      share|cite|improve this question











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      share|cite|improve this question










      asked Mar 28 at 15:29









      Michael MuntaMichael Munta

      106111




      106111




















          3 Answers
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          4












          $begingroup$

          Presumably you're talking about $x to infty$. Then it is true that $f(x) = mathcal O(x^4)$ and that $f(x) = Omega(x^4)$, so $f(x) = Theta(x^4)$. However, it's not always true that a function that is $mathcal O(x^4)$ is also $Omega(x^4)$. For example, $x^3 = mathcal O(x^4)$, but not $Omega(x^4)$.






          share|cite|improve this answer









          $endgroup$




















            1












            $begingroup$

            In terms of $xtoinfty$, you have that a function $f$ is $Theta(g)$ if it is $mathcal O(g)$ and $Omega(g)$ per definition, so you definitely have the inverse of your statement.



            Coincidentally, the function you described is $Theta(x^4)$ anyway. However, it is not always the case that $finmathcal O(g)$ implies $finTheta(g)$.



            You can heuristically read $Theta$ as "equals", $mathcal O$ as less or equal than and $Omega$ as greater or equal then.



            As an example, you have e.g. that $1inmathcal O(x^4)$ but not $1inOmega(x^4)$, thus $1notinTheta(x^4)$.






            share|cite|improve this answer









            $endgroup$




















              0












              $begingroup$

              For your specific example, yes. In general: No.



              Informally put: Let $f: mathbbR^+ mapsto mathbbR^+$ and $g: mathbbZ mapsto mathbbR^+$ be two positive real-valued functions whose domain is the set of positive reals.



              1. Then $g$ is $O(f)$ iff there are constant $c>0$ such that $g(x) le c times f(x)$ for all $x$.


              2. Then $g$ is $Omega(f)$ iff there is a constant $c'>0$ such that $g(x) > c' times f(x)$ for all $x$.


              3. Then $g$ is $theta(f)$ iff BOTH $g$ is $O(f)$ AND $g$ is $Omega(f()$.


              4. If $g$ is $O(f)$ but not $Omega(f)$ then $g$ is $o(f)$,


              5. If $g$ is $Omega(f)$ but not $O(f)$ then $g$ is $omega(f)$.


              Now letting $f$ be as in your question and $g = x^4$ indeed $g$ is both $Omega(f)$ and $g$ is $O(f)$, so $g$ is indeed $theta(f)$. But this follows becasue $f$ and $g$ are both polynomials of the same degree.






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                3 Answers
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                $begingroup$

                Presumably you're talking about $x to infty$. Then it is true that $f(x) = mathcal O(x^4)$ and that $f(x) = Omega(x^4)$, so $f(x) = Theta(x^4)$. However, it's not always true that a function that is $mathcal O(x^4)$ is also $Omega(x^4)$. For example, $x^3 = mathcal O(x^4)$, but not $Omega(x^4)$.






                share|cite|improve this answer









                $endgroup$

















                  4












                  $begingroup$

                  Presumably you're talking about $x to infty$. Then it is true that $f(x) = mathcal O(x^4)$ and that $f(x) = Omega(x^4)$, so $f(x) = Theta(x^4)$. However, it's not always true that a function that is $mathcal O(x^4)$ is also $Omega(x^4)$. For example, $x^3 = mathcal O(x^4)$, but not $Omega(x^4)$.






                  share|cite|improve this answer









                  $endgroup$















                    4












                    4








                    4





                    $begingroup$

                    Presumably you're talking about $x to infty$. Then it is true that $f(x) = mathcal O(x^4)$ and that $f(x) = Omega(x^4)$, so $f(x) = Theta(x^4)$. However, it's not always true that a function that is $mathcal O(x^4)$ is also $Omega(x^4)$. For example, $x^3 = mathcal O(x^4)$, but not $Omega(x^4)$.






                    share|cite|improve this answer









                    $endgroup$



                    Presumably you're talking about $x to infty$. Then it is true that $f(x) = mathcal O(x^4)$ and that $f(x) = Omega(x^4)$, so $f(x) = Theta(x^4)$. However, it's not always true that a function that is $mathcal O(x^4)$ is also $Omega(x^4)$. For example, $x^3 = mathcal O(x^4)$, but not $Omega(x^4)$.







                    share|cite|improve this answer












                    share|cite|improve this answer



                    share|cite|improve this answer










                    answered Mar 28 at 15:32









                    Robert IsraelRobert Israel

                    330k23219473




                    330k23219473





















                        1












                        $begingroup$

                        In terms of $xtoinfty$, you have that a function $f$ is $Theta(g)$ if it is $mathcal O(g)$ and $Omega(g)$ per definition, so you definitely have the inverse of your statement.



                        Coincidentally, the function you described is $Theta(x^4)$ anyway. However, it is not always the case that $finmathcal O(g)$ implies $finTheta(g)$.



                        You can heuristically read $Theta$ as "equals", $mathcal O$ as less or equal than and $Omega$ as greater or equal then.



                        As an example, you have e.g. that $1inmathcal O(x^4)$ but not $1inOmega(x^4)$, thus $1notinTheta(x^4)$.






                        share|cite|improve this answer









                        $endgroup$

















                          1












                          $begingroup$

                          In terms of $xtoinfty$, you have that a function $f$ is $Theta(g)$ if it is $mathcal O(g)$ and $Omega(g)$ per definition, so you definitely have the inverse of your statement.



                          Coincidentally, the function you described is $Theta(x^4)$ anyway. However, it is not always the case that $finmathcal O(g)$ implies $finTheta(g)$.



                          You can heuristically read $Theta$ as "equals", $mathcal O$ as less or equal than and $Omega$ as greater or equal then.



                          As an example, you have e.g. that $1inmathcal O(x^4)$ but not $1inOmega(x^4)$, thus $1notinTheta(x^4)$.






                          share|cite|improve this answer









                          $endgroup$















                            1












                            1








                            1





                            $begingroup$

                            In terms of $xtoinfty$, you have that a function $f$ is $Theta(g)$ if it is $mathcal O(g)$ and $Omega(g)$ per definition, so you definitely have the inverse of your statement.



                            Coincidentally, the function you described is $Theta(x^4)$ anyway. However, it is not always the case that $finmathcal O(g)$ implies $finTheta(g)$.



                            You can heuristically read $Theta$ as "equals", $mathcal O$ as less or equal than and $Omega$ as greater or equal then.



                            As an example, you have e.g. that $1inmathcal O(x^4)$ but not $1inOmega(x^4)$, thus $1notinTheta(x^4)$.






                            share|cite|improve this answer









                            $endgroup$



                            In terms of $xtoinfty$, you have that a function $f$ is $Theta(g)$ if it is $mathcal O(g)$ and $Omega(g)$ per definition, so you definitely have the inverse of your statement.



                            Coincidentally, the function you described is $Theta(x^4)$ anyway. However, it is not always the case that $finmathcal O(g)$ implies $finTheta(g)$.



                            You can heuristically read $Theta$ as "equals", $mathcal O$ as less or equal than and $Omega$ as greater or equal then.



                            As an example, you have e.g. that $1inmathcal O(x^4)$ but not $1inOmega(x^4)$, thus $1notinTheta(x^4)$.







                            share|cite|improve this answer












                            share|cite|improve this answer



                            share|cite|improve this answer










                            answered Mar 28 at 15:35









                            blubblub

                            2,770826




                            2,770826





















                                0












                                $begingroup$

                                For your specific example, yes. In general: No.



                                Informally put: Let $f: mathbbR^+ mapsto mathbbR^+$ and $g: mathbbZ mapsto mathbbR^+$ be two positive real-valued functions whose domain is the set of positive reals.



                                1. Then $g$ is $O(f)$ iff there are constant $c>0$ such that $g(x) le c times f(x)$ for all $x$.


                                2. Then $g$ is $Omega(f)$ iff there is a constant $c'>0$ such that $g(x) > c' times f(x)$ for all $x$.


                                3. Then $g$ is $theta(f)$ iff BOTH $g$ is $O(f)$ AND $g$ is $Omega(f()$.


                                4. If $g$ is $O(f)$ but not $Omega(f)$ then $g$ is $o(f)$,


                                5. If $g$ is $Omega(f)$ but not $O(f)$ then $g$ is $omega(f)$.


                                Now letting $f$ be as in your question and $g = x^4$ indeed $g$ is both $Omega(f)$ and $g$ is $O(f)$, so $g$ is indeed $theta(f)$. But this follows becasue $f$ and $g$ are both polynomials of the same degree.






                                share|cite|improve this answer









                                $endgroup$

















                                  0












                                  $begingroup$

                                  For your specific example, yes. In general: No.



                                  Informally put: Let $f: mathbbR^+ mapsto mathbbR^+$ and $g: mathbbZ mapsto mathbbR^+$ be two positive real-valued functions whose domain is the set of positive reals.



                                  1. Then $g$ is $O(f)$ iff there are constant $c>0$ such that $g(x) le c times f(x)$ for all $x$.


                                  2. Then $g$ is $Omega(f)$ iff there is a constant $c'>0$ such that $g(x) > c' times f(x)$ for all $x$.


                                  3. Then $g$ is $theta(f)$ iff BOTH $g$ is $O(f)$ AND $g$ is $Omega(f()$.


                                  4. If $g$ is $O(f)$ but not $Omega(f)$ then $g$ is $o(f)$,


                                  5. If $g$ is $Omega(f)$ but not $O(f)$ then $g$ is $omega(f)$.


                                  Now letting $f$ be as in your question and $g = x^4$ indeed $g$ is both $Omega(f)$ and $g$ is $O(f)$, so $g$ is indeed $theta(f)$. But this follows becasue $f$ and $g$ are both polynomials of the same degree.






                                  share|cite|improve this answer









                                  $endgroup$















                                    0












                                    0








                                    0





                                    $begingroup$

                                    For your specific example, yes. In general: No.



                                    Informally put: Let $f: mathbbR^+ mapsto mathbbR^+$ and $g: mathbbZ mapsto mathbbR^+$ be two positive real-valued functions whose domain is the set of positive reals.



                                    1. Then $g$ is $O(f)$ iff there are constant $c>0$ such that $g(x) le c times f(x)$ for all $x$.


                                    2. Then $g$ is $Omega(f)$ iff there is a constant $c'>0$ such that $g(x) > c' times f(x)$ for all $x$.


                                    3. Then $g$ is $theta(f)$ iff BOTH $g$ is $O(f)$ AND $g$ is $Omega(f()$.


                                    4. If $g$ is $O(f)$ but not $Omega(f)$ then $g$ is $o(f)$,


                                    5. If $g$ is $Omega(f)$ but not $O(f)$ then $g$ is $omega(f)$.


                                    Now letting $f$ be as in your question and $g = x^4$ indeed $g$ is both $Omega(f)$ and $g$ is $O(f)$, so $g$ is indeed $theta(f)$. But this follows becasue $f$ and $g$ are both polynomials of the same degree.






                                    share|cite|improve this answer









                                    $endgroup$



                                    For your specific example, yes. In general: No.



                                    Informally put: Let $f: mathbbR^+ mapsto mathbbR^+$ and $g: mathbbZ mapsto mathbbR^+$ be two positive real-valued functions whose domain is the set of positive reals.



                                    1. Then $g$ is $O(f)$ iff there are constant $c>0$ such that $g(x) le c times f(x)$ for all $x$.


                                    2. Then $g$ is $Omega(f)$ iff there is a constant $c'>0$ such that $g(x) > c' times f(x)$ for all $x$.


                                    3. Then $g$ is $theta(f)$ iff BOTH $g$ is $O(f)$ AND $g$ is $Omega(f()$.


                                    4. If $g$ is $O(f)$ but not $Omega(f)$ then $g$ is $o(f)$,


                                    5. If $g$ is $Omega(f)$ but not $O(f)$ then $g$ is $omega(f)$.


                                    Now letting $f$ be as in your question and $g = x^4$ indeed $g$ is both $Omega(f)$ and $g$ is $O(f)$, so $g$ is indeed $theta(f)$. But this follows becasue $f$ and $g$ are both polynomials of the same degree.







                                    share|cite|improve this answer












                                    share|cite|improve this answer



                                    share|cite|improve this answer










                                    answered Mar 28 at 15:49









                                    MikeMike

                                    4,601512




                                    4,601512



























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