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Math involved. Excel speed optimization question. UDF vs. longer excel equation

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  1. #1
    Abe
    Guest

    Math involved. Excel speed optimization question. UDF vs. longer excel equation

    I want to create a function which defines a pulse wave that rises from
    0 to 1, stays at one for a bit, lowers to 0, and stays at zero for a
    bit.

    / if (t mod 1) <0.25, V(t) = 4* (t mod 1)
    | if 0.5 >= (t mod 1) > 0.25, V(t) = 1
    V(t) = |
    | if 0.75> =(t mod 1) > 0.5, V(t) = 1-4* (0.75-(t mod 1))
    \ if 1 > (t mod 1) > 0.75, V(t) = 0

    For this pulse wave there are straight rises, falls and flat bottoms
    and tops, which I need (and which is why a sine wave can't be used). If
    you're still with me, thanks.

    I can either put this all into a long excel equation for each cell that
    I want this in (there will be about 4 'if' statements and 6 'mod'
    statements) or create a UDF, where the t mod 1 only has to be
    calculated once.

    Any idea out there how much faster/ slower as UDF really is in a case
    like this? Also, can you think of an easier way to create this pulse
    wave?

    As a side note, the t in my program has some ROW() and COLUMN()
    dependence, and there will be 200+ cells filled with this equation
    (thus, I can't just compute it once and copy the values to each cell).
    Caculation speed is important because each cell is being calculated as
    the time, t, is advanced by a timer.

    Thanks in advance to anyone who takes a stab at this.

    -Abe


  2. #2
    Tushar Mehta
    Guest

    Re: Math involved. Excel speed optimization question. UDF vs. longer excel equation

    My guess would be that XL formulas should be very fast. Also, what you have
    isn't overly complicated. I would go this route first. Further, I would
    put t mod 1 (or, in XL, MOD(t,1)) into one cell. That way that expression
    is calculated only once.

    If you consider the UDF route, I would not be surprised if you do not see
    any noticable performance difference. And, if you can generate the results
    for a vector of values (t=0,0.05,...0.95, 1) all at once and return them as
    an "array formula" the UDF will be quite fast.

    You might also want to check your V(t) for 0.5 < t <= 0.75.
    Maybe, you really want 1-4*(0.75-(t mod 1)) but it will go from V(0.5)=0 to
    V(0.75)=1. If you are generating a 0-1 pulse with a linear rise and fall,
    you need V(t)=4*(0.75-(t mod 1))

    --
    Regards,

    Tushar Mehta
    www.tushar-mehta.com
    Excel, PowerPoint, and VBA add-ins, tutorials
    Custom MS Office productivity solutions

    In article <1151955561.556661.157800@h44g2000cwa.googlegroups.com>,
    Abraham.Olson@gmail.com says...
    > I want to create a function which defines a pulse wave that rises from
    > 0 to 1, stays at one for a bit, lowers to 0, and stays at zero for a
    > bit.
    >
    > / if (t mod 1) <0.25, V(t) = 4* (t mod 1)
    > | if 0.5 >= (t mod 1) > 0.25, V(t) = 1
    > V(t) = |
    > | if 0.75> =(t mod 1) > 0.5, V(t) = 1-4* (0.75-(t mod 1))
    > \ if 1 > (t mod 1) > 0.75, V(t) = 0
    >
    > For this pulse wave there are straight rises, falls and flat bottoms
    > and tops, which I need (and which is why a sine wave can't be used). If
    > you're still with me, thanks.
    >
    > I can either put this all into a long excel equation for each cell that
    > I want this in (there will be about 4 'if' statements and 6 'mod'
    > statements) or create a UDF, where the t mod 1 only has to be
    > calculated once.
    >
    > Any idea out there how much faster/ slower as UDF really is in a case
    > like this? Also, can you think of an easier way to create this pulse
    > wave?
    >
    > As a side note, the t in my program has some ROW() and COLUMN()
    > dependence, and there will be 200+ cells filled with this equation
    > (thus, I can't just compute it once and copy the values to each cell).
    > Caculation speed is important because each cell is being calculated as
    > the time, t, is advanced by a timer.
    >
    > Thanks in advance to anyone who takes a stab at this.
    >
    > -Abe
    >
    >


  3. #3
    Charles Williams
    Guest

    Re: Math involved. Excel speed optimization question. UDF vs. longer excel equation

    I would suggest you work out a way of using CHOOSE (its fast and
    non-volatile): this should be reasonably straightforward if your intervals
    are equal (you have to be able to convert the interval test to a 1-based
    integer).
    It will be more concise than the equivalent IF and probably more efficient.

    If you can sensibly do the calculation using an excel (non-array) formula
    then the formula will almost certainly be faster than a UDF, particularly if
    calculation is automatic or called by Excel rather than VBA.

    regards
    Charles
    ______________________
    Decision Models
    FastExcel 2.2 Beta now available
    www.DecisionModels.com

    "Tushar Mehta" <tmUnderscore200310@tushar-mehta.SeeOhEm> wrote in message
    news:MPG.1f13499f91cf891c98b3b0@msnews.microsoft.com...
    > My guess would be that XL formulas should be very fast. Also, what you
    > have
    > isn't overly complicated. I would go this route first. Further, I would
    > put t mod 1 (or, in XL, MOD(t,1)) into one cell. That way that expression
    > is calculated only once.
    >
    > If you consider the UDF route, I would not be surprised if you do not see
    > any noticable performance difference. And, if you can generate the
    > results
    > for a vector of values (t=0,0.05,...0.95, 1) all at once and return them
    > as
    > an "array formula" the UDF will be quite fast.
    >
    > You might also want to check your V(t) for 0.5 < t <= 0.75.
    > Maybe, you really want 1-4*(0.75-(t mod 1)) but it will go from V(0.5)=0
    > to
    > V(0.75)=1. If you are generating a 0-1 pulse with a linear rise and fall,
    > you need V(t)=4*(0.75-(t mod 1))
    >
    > --
    > Regards,
    >
    > Tushar Mehta
    > www.tushar-mehta.com
    > Excel, PowerPoint, and VBA add-ins, tutorials
    > Custom MS Office productivity solutions
    >
    > In article <1151955561.556661.157800@h44g2000cwa.googlegroups.com>,
    > Abraham.Olson@gmail.com says...
    >> I want to create a function which defines a pulse wave that rises from
    >> 0 to 1, stays at one for a bit, lowers to 0, and stays at zero for a
    >> bit.
    >>
    >> / if (t mod 1) <0.25, V(t) = 4* (t mod 1)
    >> | if 0.5 >= (t mod 1) > 0.25, V(t) = 1
    >> V(t) = |
    >> | if 0.75> =(t mod 1) > 0.5, V(t) = 1-4* (0.75-(t mod 1))
    >> \ if 1 > (t mod 1) > 0.75, V(t) = 0
    >>
    >> For this pulse wave there are straight rises, falls and flat bottoms
    >> and tops, which I need (and which is why a sine wave can't be used). If
    >> you're still with me, thanks.
    >>
    >> I can either put this all into a long excel equation for each cell that
    >> I want this in (there will be about 4 'if' statements and 6 'mod'
    >> statements) or create a UDF, where the t mod 1 only has to be
    >> calculated once.
    >>
    >> Any idea out there how much faster/ slower as UDF really is in a case
    >> like this? Also, can you think of an easier way to create this pulse
    >> wave?
    >>
    >> As a side note, the t in my program has some ROW() and COLUMN()
    >> dependence, and there will be 200+ cells filled with this equation
    >> (thus, I can't just compute it once and copy the values to each cell).
    >> Caculation speed is important because each cell is being calculated as
    >> the time, t, is advanced by a timer.
    >>
    >> Thanks in advance to anyone who takes a stab at this.
    >>
    >> -Abe
    >>
    >>




  4. #4
    Tushar Mehta
    Guest

    Re: Math involved. Excel speed optimization question. UDF vs. longer excel equation

    I considered recommending CHOOSE but it requires INT(4*MOD(t,1))+1 to
    calculate a number between 1 and 4. And, the OP would still have to do the
    calculations in the individual choices anyways! So, why not just stay with
    a nested IF structure?

    As far as an XL formula being faster than a UDF goes, I know what the
    conventional wisdom says. Yet, I have demonstrated on several occasions
    that a properly constructed UDF (sometimes it needs to be array-aware) can
    be faster than XL formulas (sometimes repeated in so many cells).

    --
    Regards,

    Tushar Mehta
    www.tushar-mehta.com
    Excel, PowerPoint, and VBA add-ins, tutorials
    Custom MS Office productivity solutions

    In article <uCTXF#unGHA.4172@TK2MSFTNGP03.phx.gbl>,
    Charles@DecisionModels.com says...
    > I would suggest you work out a way of using CHOOSE (its fast and
    > non-volatile): this should be reasonably straightforward if your intervals
    > are equal (you have to be able to convert the interval test to a 1-based
    > integer).
    > It will be more concise than the equivalent IF and probably more efficient.
    >
    > If you can sensibly do the calculation using an excel (non-array) formula
    > then the formula will almost certainly be faster than a UDF, particularly if
    > calculation is automatic or called by Excel rather than VBA.
    >
    > regards
    > Charles
    > ______________________
    > Decision Models
    > FastExcel 2.2 Beta now available
    > www.DecisionModels.com
    >
    > "Tushar Mehta" <tmUnderscore200310@tushar-mehta.SeeOhEm> wrote in message
    > news:MPG.1f13499f91cf891c98b3b0@msnews.microsoft.com...
    > > My guess would be that XL formulas should be very fast. Also, what you
    > > have
    > > isn't overly complicated. I would go this route first. Further, I would
    > > put t mod 1 (or, in XL, MOD(t,1)) into one cell. That way that expression
    > > is calculated only once.
    > >
    > > If you consider the UDF route, I would not be surprised if you do not see
    > > any noticable performance difference. And, if you can generate the
    > > results
    > > for a vector of values (t=0,0.05,...0.95, 1) all at once and return them
    > > as
    > > an "array formula" the UDF will be quite fast.
    > >
    > > You might also want to check your V(t) for 0.5 < t <= 0.75.
    > > Maybe, you really want 1-4*(0.75-(t mod 1)) but it will go from V(0.5)=0
    > > to
    > > V(0.75)=1. If you are generating a 0-1 pulse with a linear rise and fall,
    > > you need V(t)=4*(0.75-(t mod 1))
    > >
    > > --
    > > Regards,
    > >
    > > Tushar Mehta
    > > www.tushar-mehta.com
    > > Excel, PowerPoint, and VBA add-ins, tutorials
    > > Custom MS Office productivity solutions
    > >
    > > In article <1151955561.556661.157800@h44g2000cwa.googlegroups.com>,
    > > Abraham.Olson@gmail.com says...
    > >> I want to create a function which defines a pulse wave that rises from
    > >> 0 to 1, stays at one for a bit, lowers to 0, and stays at zero for a
    > >> bit.
    > >>
    > >> / if (t mod 1) <0.25, V(t) = 4* (t mod 1)
    > >> | if 0.5 >= (t mod 1) > 0.25, V(t) = 1
    > >> V(t) = |
    > >> | if 0.75> =(t mod 1) > 0.5, V(t) = 1-4* (0.75-(t mod 1))
    > >> \ if 1 > (t mod 1) > 0.75, V(t) = 0
    > >>
    > >> For this pulse wave there are straight rises, falls and flat bottoms
    > >> and tops, which I need (and which is why a sine wave can't be used). If
    > >> you're still with me, thanks.
    > >>
    > >> I can either put this all into a long excel equation for each cell that
    > >> I want this in (there will be about 4 'if' statements and 6 'mod'
    > >> statements) or create a UDF, where the t mod 1 only has to be
    > >> calculated once.
    > >>
    > >> Any idea out there how much faster/ slower as UDF really is in a case
    > >> like this? Also, can you think of an easier way to create this pulse
    > >> wave?
    > >>
    > >> As a side note, the t in my program has some ROW() and COLUMN()
    > >> dependence, and there will be 200+ cells filled with this equation
    > >> (thus, I can't just compute it once and copy the values to each cell).
    > >> Caculation speed is important because each cell is being calculated as
    > >> the time, t, is advanced by a timer.
    > >>
    > >> Thanks in advance to anyone who takes a stab at this.
    > >>
    > >> -Abe
    > >>
    > >>

    >
    >
    >


  5. #5
    Charles Williams
    Guest

    Re: Math involved. Excel speed optimization question. UDF vs. longer excel equation

    always interesting to test different ways of doing things:

    =CHOOSE(4*MOD(A1,1)+1,4*MOD(A1,1),1,4*(0.75-MOD(A1,1)),0)
    =IF(MOD(A1,1)<0.25,4*MOD(A1,1),IF(MOD(A1,1)<0.5,1,IF(MOD(A1,1)<0.75,4*(0.75-MOD(A1,1)),0)))

    5000 CHOOSEs calculates in 5.8 millisecs
    5000 IFs calculate in 8.6 millisecs

    I absolutely agree with you that a well constructed UDF can be faster than
    an equivalent formula, but in this case I think (although I have not tested
    it <g>) that the overhead of 200 UDFs would be too high. A single array UDF
    formula might win ...

    regards
    Charles
    ______________________
    Decision Models
    FastExcel 2.2 Beta now available
    www.DecisionModels.com

    "Tushar Mehta" <tmUnderscore200310@tushar-mehta.SeeOhEm> wrote in message
    news:MPG.1f13719397c8b4cb98b3b1@msnews.microsoft.com...
    >I considered recommending CHOOSE but it requires INT(4*MOD(t,1))+1 to
    > calculate a number between 1 and 4. And, the OP would still have to do
    > the
    > calculations in the individual choices anyways! So, why not just stay
    > with
    > a nested IF structure?
    >
    > As far as an XL formula being faster than a UDF goes, I know what the
    > conventional wisdom says. Yet, I have demonstrated on several occasions
    > that a properly constructed UDF (sometimes it needs to be array-aware) can
    > be faster than XL formulas (sometimes repeated in so many cells).
    >
    > --
    > Regards,
    >
    > Tushar Mehta
    > www.tushar-mehta.com
    > Excel, PowerPoint, and VBA add-ins, tutorials
    > Custom MS Office productivity solutions
    >
    > In article <uCTXF#unGHA.4172@TK2MSFTNGP03.phx.gbl>,
    > Charles@DecisionModels.com says...
    >> I would suggest you work out a way of using CHOOSE (its fast and
    >> non-volatile): this should be reasonably straightforward if your
    >> intervals
    >> are equal (you have to be able to convert the interval test to a 1-based
    >> integer).
    >> It will be more concise than the equivalent IF and probably more
    >> efficient.
    >>
    >> If you can sensibly do the calculation using an excel (non-array) formula
    >> then the formula will almost certainly be faster than a UDF, particularly
    >> if
    >> calculation is automatic or called by Excel rather than VBA.
    >>
    >> regards
    >> Charles
    >> ______________________
    >> Decision Models
    >> FastExcel 2.2 Beta now available
    >> www.DecisionModels.com
    >>
    >> "Tushar Mehta" <tmUnderscore200310@tushar-mehta.SeeOhEm> wrote in message
    >> news:MPG.1f13499f91cf891c98b3b0@msnews.microsoft.com...
    >> > My guess would be that XL formulas should be very fast. Also, what you
    >> > have
    >> > isn't overly complicated. I would go this route first. Further, I
    >> > would
    >> > put t mod 1 (or, in XL, MOD(t,1)) into one cell. That way that
    >> > expression
    >> > is calculated only once.
    >> >
    >> > If you consider the UDF route, I would not be surprised if you do not
    >> > see
    >> > any noticable performance difference. And, if you can generate the
    >> > results
    >> > for a vector of values (t=0,0.05,...0.95, 1) all at once and return
    >> > them
    >> > as
    >> > an "array formula" the UDF will be quite fast.
    >> >
    >> > You might also want to check your V(t) for 0.5 < t <= 0.75.
    >> > Maybe, you really want 1-4*(0.75-(t mod 1)) but it will go from
    >> > V(0.5)=0
    >> > to
    >> > V(0.75)=1. If you are generating a 0-1 pulse with a linear rise and
    >> > fall,
    >> > you need V(t)=4*(0.75-(t mod 1))
    >> >
    >> > --
    >> > Regards,
    >> >
    >> > Tushar Mehta
    >> > www.tushar-mehta.com
    >> > Excel, PowerPoint, and VBA add-ins, tutorials
    >> > Custom MS Office productivity solutions
    >> >
    >> > In article <1151955561.556661.157800@h44g2000cwa.googlegroups.com>,
    >> > Abraham.Olson@gmail.com says...
    >> >> I want to create a function which defines a pulse wave that rises from
    >> >> 0 to 1, stays at one for a bit, lowers to 0, and stays at zero for a
    >> >> bit.
    >> >>
    >> >> / if (t mod 1) <0.25, V(t) = 4* (t mod 1)
    >> >> | if 0.5 >= (t mod 1) > 0.25, V(t) = 1
    >> >> V(t) = |
    >> >> | if 0.75> =(t mod 1) > 0.5, V(t) = 1-4* (0.75-(t mod
    >> >> 1))
    >> >> \ if 1 > (t mod 1) > 0.75, V(t) = 0
    >> >>
    >> >> For this pulse wave there are straight rises, falls and flat bottoms
    >> >> and tops, which I need (and which is why a sine wave can't be used).
    >> >> If
    >> >> you're still with me, thanks.
    >> >>
    >> >> I can either put this all into a long excel equation for each cell
    >> >> that
    >> >> I want this in (there will be about 4 'if' statements and 6 'mod'
    >> >> statements) or create a UDF, where the t mod 1 only has to be
    >> >> calculated once.
    >> >>
    >> >> Any idea out there how much faster/ slower as UDF really is in a case
    >> >> like this? Also, can you think of an easier way to create this pulse
    >> >> wave?
    >> >>
    >> >> As a side note, the t in my program has some ROW() and COLUMN()
    >> >> dependence, and there will be 200+ cells filled with this equation
    >> >> (thus, I can't just compute it once and copy the values to each cell).
    >> >> Caculation speed is important because each cell is being calculated
    >> >> as
    >> >> the time, t, is advanced by a timer.
    >> >>
    >> >> Thanks in advance to anyone who takes a stab at this.
    >> >>
    >> >> -Abe
    >> >>
    >> >>

    >>
    >>
    >>




  6. #6
    Abe
    Guest

    Re: Math involved. Excel speed optimization question. UDF vs. longer excel equation

    Thank you Tushar for catching the math error for V(t), I noticed it
    when I ran the program.

    Also, thank you charles for the speed test. What do you use to find out
    how long it takes? ( I know its not a stopwatch

    I had not thought of a UDF that calls the entire array, that's a great
    idea and I will probably do that, it will be easy to impliment in my
    code.

    It's great to show up for work and have people giving good ideas and
    feedback.

    -Abe


    Charles Williams wrote:
    > always interesting to test different ways of doing things:
    >
    > =CHOOSE(4*MOD(A1,1)+1,4*MOD(A1,1),1,4*(0.75-MOD(A1,1)),0)
    > =IF(MOD(A1,1)<0.25,4*MOD(A1,1),IF(MOD(A1,1)<0.5,1,IF(MOD(A1,1)<0.75,4*(0.75-MOD(A1,1)),0)))
    >
    > 5000 CHOOSEs calculates in 5.8 millisecs
    > 5000 IFs calculate in 8.6 millisecs
    >
    > I absolutely agree with you that a well constructed UDF can be faster than
    > an equivalent formula, but in this case I think (although I have not tested
    > it <g>) that the overhead of 200 UDFs would be too high. A single array UDF
    > formula might win ...
    >
    > regards
    > Charles
    > ______________________
    > Decision Models
    > FastExcel 2.2 Beta now available
    > www.DecisionModels.com
    >
    > "Tushar Mehta" <tmUnderscore200310@tushar-mehta.SeeOhEm> wrote in message
    > news:MPG.1f13719397c8b4cb98b3b1@msnews.microsoft.com...
    > >I considered recommending CHOOSE but it requires INT(4*MOD(t,1))+1 to
    > > calculate a number between 1 and 4. And, the OP would still have to do
    > > the
    > > calculations in the individual choices anyways! So, why not just stay
    > > with
    > > a nested IF structure?
    > >
    > > As far as an XL formula being faster than a UDF goes, I know what the
    > > conventional wisdom says. Yet, I have demonstrated on several occasions
    > > that a properly constructed UDF (sometimes it needs to be array-aware) can
    > > be faster than XL formulas (sometimes repeated in so many cells).
    > >
    > > --
    > > Regards,
    > >
    > > Tushar Mehta
    > > www.tushar-mehta.com
    > > Excel, PowerPoint, and VBA add-ins, tutorials
    > > Custom MS Office productivity solutions
    > >
    > > In article <uCTXF#unGHA.4172@TK2MSFTNGP03.phx.gbl>,
    > > Charles@DecisionModels.com says...
    > >> I would suggest you work out a way of using CHOOSE (its fast and
    > >> non-volatile): this should be reasonably straightforward if your
    > >> intervals
    > >> are equal (you have to be able to convert the interval test to a 1-based
    > >> integer).
    > >> It will be more concise than the equivalent IF and probably more
    > >> efficient.
    > >>
    > >> If you can sensibly do the calculation using an excel (non-array) formula
    > >> then the formula will almost certainly be faster than a UDF, particularly
    > >> if
    > >> calculation is automatic or called by Excel rather than VBA.
    > >>
    > >> regards
    > >> Charles
    > >> ______________________
    > >> Decision Models
    > >> FastExcel 2.2 Beta now available
    > >> www.DecisionModels.com
    > >>
    > >> "Tushar Mehta" <tmUnderscore200310@tushar-mehta.SeeOhEm> wrote in message
    > >> news:MPG.1f13499f91cf891c98b3b0@msnews.microsoft.com...
    > >> > My guess would be that XL formulas should be very fast. Also, what you
    > >> > have
    > >> > isn't overly complicated. I would go this route first. Further, I
    > >> > would
    > >> > put t mod 1 (or, in XL, MOD(t,1)) into one cell. That way that
    > >> > expression
    > >> > is calculated only once.
    > >> >
    > >> > If you consider the UDF route, I would not be surprised if you do not
    > >> > see
    > >> > any noticable performance difference. And, if you can generate the
    > >> > results
    > >> > for a vector of values (t=0,0.05,...0.95, 1) all at once and return
    > >> > them
    > >> > as
    > >> > an "array formula" the UDF will be quite fast.
    > >> >
    > >> > You might also want to check your V(t) for 0.5 < t <= 0.75.
    > >> > Maybe, you really want 1-4*(0.75-(t mod 1)) but it will go from
    > >> > V(0.5)=0
    > >> > to
    > >> > V(0.75)=1. If you are generating a 0-1 pulse with a linear rise and
    > >> > fall,
    > >> > you need V(t)=4*(0.75-(t mod 1))
    > >> >
    > >> > --
    > >> > Regards,
    > >> >
    > >> > Tushar Mehta
    > >> > www.tushar-mehta.com
    > >> > Excel, PowerPoint, and VBA add-ins, tutorials
    > >> > Custom MS Office productivity solutions
    > >> >
    > >> > In article <1151955561.556661.157800@h44g2000cwa.googlegroups.com>,
    > >> > Abraham.Olson@gmail.com says...
    > >> >> I want to create a function which defines a pulse wave that rises from
    > >> >> 0 to 1, stays at one for a bit, lowers to 0, and stays at zero for a
    > >> >> bit.
    > >> >>
    > >> >> / if (t mod 1) <0.25, V(t) = 4* (t mod 1)
    > >> >> | if 0.5 >= (t mod 1) > 0.25, V(t) = 1
    > >> >> V(t) = |
    > >> >> | if 0.75> =(t mod 1) > 0.5, V(t) = 1-4* (0.75-(t mod
    > >> >> 1))
    > >> >> \ if 1 > (t mod 1) > 0.75, V(t) = 0
    > >> >>
    > >> >> For this pulse wave there are straight rises, falls and flat bottoms
    > >> >> and tops, which I need (and which is why a sine wave can't be used).
    > >> >> If
    > >> >> you're still with me, thanks.
    > >> >>
    > >> >> I can either put this all into a long excel equation for each cell
    > >> >> that
    > >> >> I want this in (there will be about 4 'if' statements and 6 'mod'
    > >> >> statements) or create a UDF, where the t mod 1 only has to be
    > >> >> calculated once.
    > >> >>
    > >> >> Any idea out there how much faster/ slower as UDF really is in a case
    > >> >> like this? Also, can you think of an easier way to create this pulse
    > >> >> wave?
    > >> >>
    > >> >> As a side note, the t in my program has some ROW() and COLUMN()
    > >> >> dependence, and there will be 200+ cells filled with this equation
    > >> >> (thus, I can't just compute it once and copy the values to each cell).
    > >> >> Caculation speed is important because each cell is being calculated
    > >> >> as
    > >> >> the time, t, is advanced by a timer.
    > >> >>
    > >> >> Thanks in advance to anyone who takes a stab at this.
    > >> >>
    > >> >> -Abe
    > >> >>
    > >> >>
    > >>
    > >>
    > >>



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