Solving independent linear equations











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begin{align}
&{-}2y+2z-1=0 tag{4} \[4px]
&{-}2x+4y-2z-2=0 tag{5} \[4px]
&phantom{-2}x-y+3/2=0 tag{6}
end{align}



Equation (6) is the sum of (4) and (5). There are only two independent equations.
Putting $z=0$ in (5) and (6) and solving for x and y, we have
begin{align}
x&=-2 \[4px]
y&=-1/2
end{align}





  • equation (6) is the sum of (4) and (5): OK, I see it


  • There are only two independent equations: I didn't get; what does this sentence mean?


  • Putting $z=0$ in (5) and (6): why putting z=0 in equation (5) and (6)?



Please help










share|cite|improve this question




























    up vote
    4
    down vote

    favorite













    begin{align}
    &{-}2y+2z-1=0 tag{4} \[4px]
    &{-}2x+4y-2z-2=0 tag{5} \[4px]
    &phantom{-2}x-y+3/2=0 tag{6}
    end{align}



    Equation (6) is the sum of (4) and (5). There are only two independent equations.
    Putting $z=0$ in (5) and (6) and solving for x and y, we have
    begin{align}
    x&=-2 \[4px]
    y&=-1/2
    end{align}





    • equation (6) is the sum of (4) and (5): OK, I see it


    • There are only two independent equations: I didn't get; what does this sentence mean?


    • Putting $z=0$ in (5) and (6): why putting z=0 in equation (5) and (6)?



    Please help










    share|cite|improve this question


























      up vote
      4
      down vote

      favorite









      up vote
      4
      down vote

      favorite












      begin{align}
      &{-}2y+2z-1=0 tag{4} \[4px]
      &{-}2x+4y-2z-2=0 tag{5} \[4px]
      &phantom{-2}x-y+3/2=0 tag{6}
      end{align}



      Equation (6) is the sum of (4) and (5). There are only two independent equations.
      Putting $z=0$ in (5) and (6) and solving for x and y, we have
      begin{align}
      x&=-2 \[4px]
      y&=-1/2
      end{align}





      • equation (6) is the sum of (4) and (5): OK, I see it


      • There are only two independent equations: I didn't get; what does this sentence mean?


      • Putting $z=0$ in (5) and (6): why putting z=0 in equation (5) and (6)?



      Please help










      share|cite|improve this question
















      begin{align}
      &{-}2y+2z-1=0 tag{4} \[4px]
      &{-}2x+4y-2z-2=0 tag{5} \[4px]
      &phantom{-2}x-y+3/2=0 tag{6}
      end{align}



      Equation (6) is the sum of (4) and (5). There are only two independent equations.
      Putting $z=0$ in (5) and (6) and solving for x and y, we have
      begin{align}
      x&=-2 \[4px]
      y&=-1/2
      end{align}





      • equation (6) is the sum of (4) and (5): OK, I see it


      • There are only two independent equations: I didn't get; what does this sentence mean?


      • Putting $z=0$ in (5) and (6): why putting z=0 in equation (5) and (6)?



      Please help







      linear-algebra






      share|cite|improve this question















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      edited Dec 13 at 12:05









      egreg

      177k1484198




      177k1484198










      asked Dec 13 at 11:16









      Akash

      786




      786






















          3 Answers
          3






          active

          oldest

          votes

















          up vote
          7
          down vote













          Any value given to $x$, $y$ and $z$ that satisfy equations (4) and (5) will also satisfy equation (6). So the last equation gives no new information.



          The fact that $z$ disappears if we sum (4) and (5) means that it is “free”: we can assign it any value and determine suitable values for $x$ and $y$ that satisfy the equations.



          Using $z=0$ will give one solution for the system, but it has infinitely many solutions, one for each value given to $z$.



          For instance, if we use $z=1$, we get $x=-1$ and $y=1/2$.



          The general solution is
          begin{cases}
          x=-2+z \[4px]
          y=-dfrac{1}{2}+z
          end{cases}






          share|cite|improve this answer





















          • Thank you, now my doubts are clear
            – Akash
            Dec 13 at 13:28




















          up vote
          3
          down vote













          (This is too long for a comment so I post it as a solution).



          In order to solve any equation with multiple variables, a good way to approach is to think how much "information" each equation gives.



          We see the first equation, so it gives us one information. The second gives us a second information, because it cannot be derived from previous information.



          But looking at the third equation (or number 6), we see that you can get this result by adding the two previous equations together. Therefore, it does not give us any new information. Now we have three unknowns and two equations that give us information about them. These two equations are said to be independent because they give us information about the variables. The third equation is a linear combination of the other two, so it's NOT independent of the two others.



          Because we have two equations and three unknowns, we have an infinite amount of solutions. Apparently, in the example, we are interested in obtaining at least one of them. Due to the linearity of the equations, we we are free to set any value to any of the variables, and we will obtain the other two. In this case, the author has decided to set $z=0$ in order to get a solution.






          share|cite|improve this answer





















          • Thank you i got it
            – Akash
            Dec 13 at 13:29


















          up vote
          1
          down vote













          You can also think of as follows.




          • A single variable linear equation represents a single point.

          • A two-variable linear equation represents a line. If there are two two-variable linear equations, their solution is the intersection point of them as long as both equations are independent.


          • A three-variable linear equation represent a plane. If there are 3 three-variable equations, their solution is the intersection point of them as long as they are independent.



          So if you have two 3-variable linear equations (or three 3-variable linear equations in which two of them are dependent), you cannot get a single point of intersection but a collection of points which are on a line, for example, $x+y+5/2=0$ in your case.






          share|cite|improve this answer





















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            3 Answers
            3






            active

            oldest

            votes








            3 Answers
            3






            active

            oldest

            votes









            active

            oldest

            votes






            active

            oldest

            votes








            up vote
            7
            down vote













            Any value given to $x$, $y$ and $z$ that satisfy equations (4) and (5) will also satisfy equation (6). So the last equation gives no new information.



            The fact that $z$ disappears if we sum (4) and (5) means that it is “free”: we can assign it any value and determine suitable values for $x$ and $y$ that satisfy the equations.



            Using $z=0$ will give one solution for the system, but it has infinitely many solutions, one for each value given to $z$.



            For instance, if we use $z=1$, we get $x=-1$ and $y=1/2$.



            The general solution is
            begin{cases}
            x=-2+z \[4px]
            y=-dfrac{1}{2}+z
            end{cases}






            share|cite|improve this answer





















            • Thank you, now my doubts are clear
              – Akash
              Dec 13 at 13:28

















            up vote
            7
            down vote













            Any value given to $x$, $y$ and $z$ that satisfy equations (4) and (5) will also satisfy equation (6). So the last equation gives no new information.



            The fact that $z$ disappears if we sum (4) and (5) means that it is “free”: we can assign it any value and determine suitable values for $x$ and $y$ that satisfy the equations.



            Using $z=0$ will give one solution for the system, but it has infinitely many solutions, one for each value given to $z$.



            For instance, if we use $z=1$, we get $x=-1$ and $y=1/2$.



            The general solution is
            begin{cases}
            x=-2+z \[4px]
            y=-dfrac{1}{2}+z
            end{cases}






            share|cite|improve this answer





















            • Thank you, now my doubts are clear
              – Akash
              Dec 13 at 13:28















            up vote
            7
            down vote










            up vote
            7
            down vote









            Any value given to $x$, $y$ and $z$ that satisfy equations (4) and (5) will also satisfy equation (6). So the last equation gives no new information.



            The fact that $z$ disappears if we sum (4) and (5) means that it is “free”: we can assign it any value and determine suitable values for $x$ and $y$ that satisfy the equations.



            Using $z=0$ will give one solution for the system, but it has infinitely many solutions, one for each value given to $z$.



            For instance, if we use $z=1$, we get $x=-1$ and $y=1/2$.



            The general solution is
            begin{cases}
            x=-2+z \[4px]
            y=-dfrac{1}{2}+z
            end{cases}






            share|cite|improve this answer












            Any value given to $x$, $y$ and $z$ that satisfy equations (4) and (5) will also satisfy equation (6). So the last equation gives no new information.



            The fact that $z$ disappears if we sum (4) and (5) means that it is “free”: we can assign it any value and determine suitable values for $x$ and $y$ that satisfy the equations.



            Using $z=0$ will give one solution for the system, but it has infinitely many solutions, one for each value given to $z$.



            For instance, if we use $z=1$, we get $x=-1$ and $y=1/2$.



            The general solution is
            begin{cases}
            x=-2+z \[4px]
            y=-dfrac{1}{2}+z
            end{cases}







            share|cite|improve this answer












            share|cite|improve this answer



            share|cite|improve this answer










            answered Dec 13 at 12:18









            egreg

            177k1484198




            177k1484198












            • Thank you, now my doubts are clear
              – Akash
              Dec 13 at 13:28




















            • Thank you, now my doubts are clear
              – Akash
              Dec 13 at 13:28


















            Thank you, now my doubts are clear
            – Akash
            Dec 13 at 13:28






            Thank you, now my doubts are clear
            – Akash
            Dec 13 at 13:28












            up vote
            3
            down vote













            (This is too long for a comment so I post it as a solution).



            In order to solve any equation with multiple variables, a good way to approach is to think how much "information" each equation gives.



            We see the first equation, so it gives us one information. The second gives us a second information, because it cannot be derived from previous information.



            But looking at the third equation (or number 6), we see that you can get this result by adding the two previous equations together. Therefore, it does not give us any new information. Now we have three unknowns and two equations that give us information about them. These two equations are said to be independent because they give us information about the variables. The third equation is a linear combination of the other two, so it's NOT independent of the two others.



            Because we have two equations and three unknowns, we have an infinite amount of solutions. Apparently, in the example, we are interested in obtaining at least one of them. Due to the linearity of the equations, we we are free to set any value to any of the variables, and we will obtain the other two. In this case, the author has decided to set $z=0$ in order to get a solution.






            share|cite|improve this answer





















            • Thank you i got it
              – Akash
              Dec 13 at 13:29















            up vote
            3
            down vote













            (This is too long for a comment so I post it as a solution).



            In order to solve any equation with multiple variables, a good way to approach is to think how much "information" each equation gives.



            We see the first equation, so it gives us one information. The second gives us a second information, because it cannot be derived from previous information.



            But looking at the third equation (or number 6), we see that you can get this result by adding the two previous equations together. Therefore, it does not give us any new information. Now we have three unknowns and two equations that give us information about them. These two equations are said to be independent because they give us information about the variables. The third equation is a linear combination of the other two, so it's NOT independent of the two others.



            Because we have two equations and three unknowns, we have an infinite amount of solutions. Apparently, in the example, we are interested in obtaining at least one of them. Due to the linearity of the equations, we we are free to set any value to any of the variables, and we will obtain the other two. In this case, the author has decided to set $z=0$ in order to get a solution.






            share|cite|improve this answer





















            • Thank you i got it
              – Akash
              Dec 13 at 13:29













            up vote
            3
            down vote










            up vote
            3
            down vote









            (This is too long for a comment so I post it as a solution).



            In order to solve any equation with multiple variables, a good way to approach is to think how much "information" each equation gives.



            We see the first equation, so it gives us one information. The second gives us a second information, because it cannot be derived from previous information.



            But looking at the third equation (or number 6), we see that you can get this result by adding the two previous equations together. Therefore, it does not give us any new information. Now we have three unknowns and two equations that give us information about them. These two equations are said to be independent because they give us information about the variables. The third equation is a linear combination of the other two, so it's NOT independent of the two others.



            Because we have two equations and three unknowns, we have an infinite amount of solutions. Apparently, in the example, we are interested in obtaining at least one of them. Due to the linearity of the equations, we we are free to set any value to any of the variables, and we will obtain the other two. In this case, the author has decided to set $z=0$ in order to get a solution.






            share|cite|improve this answer












            (This is too long for a comment so I post it as a solution).



            In order to solve any equation with multiple variables, a good way to approach is to think how much "information" each equation gives.



            We see the first equation, so it gives us one information. The second gives us a second information, because it cannot be derived from previous information.



            But looking at the third equation (or number 6), we see that you can get this result by adding the two previous equations together. Therefore, it does not give us any new information. Now we have three unknowns and two equations that give us information about them. These two equations are said to be independent because they give us information about the variables. The third equation is a linear combination of the other two, so it's NOT independent of the two others.



            Because we have two equations and three unknowns, we have an infinite amount of solutions. Apparently, in the example, we are interested in obtaining at least one of them. Due to the linearity of the equations, we we are free to set any value to any of the variables, and we will obtain the other two. In this case, the author has decided to set $z=0$ in order to get a solution.







            share|cite|improve this answer












            share|cite|improve this answer



            share|cite|improve this answer










            answered Dec 13 at 12:16









            Matti P.

            1,738413




            1,738413












            • Thank you i got it
              – Akash
              Dec 13 at 13:29


















            • Thank you i got it
              – Akash
              Dec 13 at 13:29
















            Thank you i got it
            – Akash
            Dec 13 at 13:29




            Thank you i got it
            – Akash
            Dec 13 at 13:29










            up vote
            1
            down vote













            You can also think of as follows.




            • A single variable linear equation represents a single point.

            • A two-variable linear equation represents a line. If there are two two-variable linear equations, their solution is the intersection point of them as long as both equations are independent.


            • A three-variable linear equation represent a plane. If there are 3 three-variable equations, their solution is the intersection point of them as long as they are independent.



            So if you have two 3-variable linear equations (or three 3-variable linear equations in which two of them are dependent), you cannot get a single point of intersection but a collection of points which are on a line, for example, $x+y+5/2=0$ in your case.






            share|cite|improve this answer

























              up vote
              1
              down vote













              You can also think of as follows.




              • A single variable linear equation represents a single point.

              • A two-variable linear equation represents a line. If there are two two-variable linear equations, their solution is the intersection point of them as long as both equations are independent.


              • A three-variable linear equation represent a plane. If there are 3 three-variable equations, their solution is the intersection point of them as long as they are independent.



              So if you have two 3-variable linear equations (or three 3-variable linear equations in which two of them are dependent), you cannot get a single point of intersection but a collection of points which are on a line, for example, $x+y+5/2=0$ in your case.






              share|cite|improve this answer























                up vote
                1
                down vote










                up vote
                1
                down vote









                You can also think of as follows.




                • A single variable linear equation represents a single point.

                • A two-variable linear equation represents a line. If there are two two-variable linear equations, their solution is the intersection point of them as long as both equations are independent.


                • A three-variable linear equation represent a plane. If there are 3 three-variable equations, their solution is the intersection point of them as long as they are independent.



                So if you have two 3-variable linear equations (or three 3-variable linear equations in which two of them are dependent), you cannot get a single point of intersection but a collection of points which are on a line, for example, $x+y+5/2=0$ in your case.






                share|cite|improve this answer












                You can also think of as follows.




                • A single variable linear equation represents a single point.

                • A two-variable linear equation represents a line. If there are two two-variable linear equations, their solution is the intersection point of them as long as both equations are independent.


                • A three-variable linear equation represent a plane. If there are 3 three-variable equations, their solution is the intersection point of them as long as they are independent.



                So if you have two 3-variable linear equations (or three 3-variable linear equations in which two of them are dependent), you cannot get a single point of intersection but a collection of points which are on a line, for example, $x+y+5/2=0$ in your case.







                share|cite|improve this answer












                share|cite|improve this answer



                share|cite|improve this answer










                answered Dec 13 at 18:43









                Artificial Stupidity

                346110




                346110






























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