Question: How could this newton's method code be improved to add more functionality and also have an aesthetic user friendly interface with a dashboard showing giving
How could this newton's method code be improved to add more functionality and also have an aesthetic user friendly interface with a dashboard showing giving the user the option to input their values for a b c w v The graph plotted also should be extended to include the dots of the solutions. Show the new and improved code in its entirety
import numpy as np
import matplotlib.pyplot as plt
# Define the function based on the equation: fx axb ecx sinwx v
def fx a b c w v:
return axbnpexpcxnpsinwxv #fx
# Define the derivative of the function with respect to x
def fderxx a b c w v:
return abxbnpexpcxnpsinwxvc npcoswxvw #fx
def newtonsmethodabcwvxtolerancee:
xx
for i in range:
fx fx a b c w v
fpxfderxx a b c w v
if fpx:
printThe derivative is equal to zero, no solution found"
return None
xnew xfxfpx
if absxnewx tolerance:
return xnew
xxnew
printExceeded maximum iterations. No solution found."
return None
def multSolnsa b c w v initialguesses:
solutions
for x in initialguesses:
solutionnewtonsmethodabcwvx
if solution is not None:
#if solution not in solutions:
if allabssolution se for s in solutions:
solutions.appendsolution
return solutions
initialguesses
#a b c w v
afloatinputPlease enter a number for a:
bfloatinputPlease enter a number for b:
cfloatinputPlease enter a number for c:
wfloatinputPlease enter a number for w:
vfloatinputPlease enter a number for v:
solutions multSolnsa b c w v initialguesses
printFound solutions:", solutions
t nparange
pltplottft a b c w v
pltgridTrue
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