sandbox

rem

rem least squares polynomial fitting:-

def fn_polyfit(Order,Npoints,z())

local i

local o% : o%=Order

if o<1 or o>6 then print “cannot have polynomial order of ”;o : end

local N% : N%=Npoints

local x(), y(), xn(), xny() : dim x(N%), y(N%), xn(N%), xny(N%)

local ) : dim m(o%,o%) : rem matrix

local v() : dim v(o%) : rem vector

for i=1 to N%

x(i-1)=z(i,0) : y(i-1)=z(i,1)

next

rem all constants, for order 1 to 6, shown here for clarity:-

xny() = y() : _y1 = sum(xny())

xn() = x() : _x1 = sum(xn())

xny() = xn() * y() : _x1y = sum(xny())

xn() = xn() * x() : _x2 = sum(xn())

xny() = xn() * y() : _x2y = sum(xny())

xn() = xn() * x() : _x3 = sum(xn())

xny() = xn() * y() : _x3y = sum(xny())

xn() = xn() * x() : _x4 = sum(xn())

xny() = xn() * y() : _x4y = sum(xny())

xn() = xn() * x() : _x5 = sum(xn())

xny() = xn() * y() : _x5y = sum(xny())

xn() = xn() * x() : _x6 = sum(xn())

xny() = xn() * y() : _x6y = sum(xny())

xn() = xn() * x() : _x7 = sum(xn())

xn() = xn() * x() : _x8 = sum(xn())

xn() = xn() * x() : _x9 = sum(xn())

xn() = xn() * x() : _x10 = sum(xn())

xn() = xn() * x() : _x11 = sum(xn())

xn() = xn() * x() : _x12 = sum(xn())

rem 1st order is straight line fit

if o%=1 then

) = \

\ N%, _x1, \

\ _x1, _x2

v() = _y1, _x1y

endif

rem 2nd order is quadratic fit

if o%=2 then

) = \

\ N%, _x1, _x2, \

\ _x1, _x2, _x3, \

\ _x2, _x3, _x4

v() = _y1, _x1y, _x2y

endif

rem 3rd order is cubic fit

if o%=3 then

) = \

\ N%, _x1, _x2, _x3, \

\ _x1, _x2, _x3, _x4, \

\ _x2, _x3, _x4, _x5, \

\ _x3, _x4, _x5, _x6

v() = _y1, _x1y, _x2y, _x3y

endif

rem 4th order

if o%=4 then

) = \

\ N%, _x1, _x2, _x3, _x4, \

\ _x1, _x2, _x3, _x4, _x5, \

\ _x2, _x3, _x4, _x5, _x6, \

\ _x3, _x4, _x5, _x6, _x7, \

\ _x4, _x5, _x6, _x7, _x8

v()=_y1, _x1y, _x2y, _x3y, _x4y

endif

rem 5th order

if o%=5 then

) = \

\ N%, _x1, _x2, _x3, _x4, _x5, \

\ _x1, _x2, _x3, _x4, _x5, _x6, \

\ _x2, _x3, _x4, _x5, _x6, _x7, \

\ _x3, _x4, _x5, _x6, _x7, _x8, \

\ _x4, _x5, _x6, _x7, _x8, _x9, \

\ _x5, _x6, _x7, _x8, _x9, _x10

v()= _y1, _x1y, _x2y, _x3y, _x4y, _x5y

endif

rem 6th order

if o%=6 then

) = \

\ N%, _x1, _x2, _x3, _x4, _x5, _x6, \

\ _x1, _x2, _x3, _x4, _x5, _x6, _x7, \

\ _x2, _x3, _x4, _x5, _x6, _x7, _x8, \

\ _x3, _x4, _x5, _x6, _x7, _x8, _x9, \

\ _x4, _x5, _x6, _x7, _x8, _x9, _x10, \

\ _x5, _x6, _x7, _x8, _x9, _x10, _x11, \

\ _x6, _x7, _x8, _x9, _x10, _x11, _x12

v()= _y1, _x1y, _x2y, _x3y, _x4y, _x5y, _x6y

endif

rem solve the set of simultaneous equations:-

proc_invert())

v()=).v()

v(0)*x^0 + v(1)*x^1 + …. etc

rem—————————————————————————-

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sandbox.txt · Last modified: 2018/03/31 13:19 (external edit)

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