| Higher Derivatives - Code |

Dec. 21, 2024, 11:34 a.m.

 

 

 

 

1. What is the python code for this problem:

# 1st: Import the sympy module
import sympy as sp  # Import sympy for symbolic mathematics

# 2nd: Define the symbols
m, n = sp.symbols('m n')  # Define 'm' and 'n' as symbolic variables

# 3rd: Define the function f(m)
f = n**4 * (1 - 3*m)**6  # Define f(m) = n^4 * (1 - 3m)^6

# 4th: Compute the first derivative of f with respect to m
f_prime = sp.diff(f, m)  # First derivative f'(m)

# 5th: Compute the second derivative of f with respect to m
f_double_prime = sp.diff(f_prime, m)  # Second derivative f''(m)

# 6th: Display the results using pretty printing
print("Function f(m):")
sp.pprint(f)  # Pretty print f(m)

print("\nFirst derivative f'(m):")
sp.pprint(f_prime)  # Pretty print f'(m)

print("\nSecond derivative f''(m):")
sp.pprint(f_double_prime)  # Pretty print f''(m)

 

 

 

 

2. What is the python code for this problem:

# 1st: Import the sympy module
import sympy as sp  # Import sympy for symbolic mathematics

# 2nd: Define the symbol
z = sp.symbols('z')  # Define 'z' as a symbolic variable

# 3rd: Define the function f(z)
f = sp.sqrt(1 - 4*z)  # Define the function f(z) = sqrt(1 - 4z)

# 4th: Calculate the first derivative
first_derivative = sp.diff(f, z)  # Differentiate f(z) to find f'(z)

# 5th: Calculate the second derivative
second_derivative = sp.diff(first_derivative, z)  # Differentiate f'(z) to find f''(z)

# 6th: Calculate the third derivative
third_derivative = sp.diff(second_derivative, z)  # Differentiate f''(z) to find f'''(z)

# 7th: Calculate the fourth derivative
fourth_derivative = sp.diff(third_derivative, z)  # Differentiate f'''(z) to find f''''(z)

# 8th: Calculate the fifth derivative
fifth_derivative = sp.diff(fourth_derivative, z)  # Differentiate f''''(z) to find f'''''(z)

# 9th: Display the results
print("Function: f(z) =", f)  # Output the function f(z)
print("First derivative: f'(z) =", first_derivative)  # Output the first derivative f'(z)
print("Second derivative: f''(z) =", second_derivative)  # Output the second derivative f''(z)
print("Third derivative: f'''(z) =", third_derivative)  # Output the third derivative f'''(z)
print("Fourth derivative: f''''(z) =", fourth_derivative)  # Output the fourth derivative f''''(z)
print("Fifth derivative: f'''''(z) =", fifth_derivative)  # Output the fifth derivative f'''''(z)

 

 

 

 

3. What is the python code for this problem:

# 1st: Import the sympy module
import sympy as sp  # Import sympy for symbolic mathematics

# 2nd: Define the symbol
z = sp.symbols('z')  # Define 'z' as a symbolic variable

# 3rd: Define the function m(z)
m = 5*z**4 - 2*z**3 + z  # Define the function m(z) = 5z^4 - 2z^3 + z

# 4th: Calculate the first derivative
first_derivative = sp.diff(m, z)  # Differentiate m(z) to find m'(z)

# 5th: Calculate the second derivative
second_derivative = sp.diff(first_derivative, z)  # Differentiate m'(z) to find m''(z)

# 6th: Calculate the third derivative
third_derivative = sp.diff(second_derivative, z)  # Differentiate m''(z) to find m'''(z)

# 7th: Calculate the fourth derivative
fourth_derivative = sp.diff(third_derivative, z)  # Differentiate m'''(z) to find m''''(z)

# 8th: Display the results
print("Function: m(z) =", m)  # Output the function m(z)
print("First derivative: m'(z) =", first_derivative)  # Output the first derivative m'(z)
print("Second derivative: m''(z) =", second_derivative)  # Output the second derivative m''(z)
print("Third derivative: m'''(z) =", third_derivative)  # Output the third derivative m'''(z)
print("Fourth derivative: m''''(z) =", fourth_derivative)  # Output the fourth derivative m''''(z)

 

 

 

 

4. What is the python code for this problem:

# 1st: Import the sympy module
import sympy as sp  # Import sympy for symbolic mathematics

# 2nd: Define the symbol
n = sp.symbols('n')  # Define 'n' as a symbolic variable

# 3rd: Define the function f(n)
f = n**2 / (1 - n)  # Define the function f(n) = n^2 / (1 - n)

# 4th: Calculate the first derivative
first_derivative = sp.diff(f, n)  # Differentiate f(n) to find f'(n)

# 5th: Calculate the second derivative
second_derivative = sp.diff(first_derivative, n)  # Differentiate f'(n) to find f''(n)

# 6th: Display the results
print("Function: f(n) =", f)  # Output the function f(n)
print("First derivative: f'(n) =", first_derivative)  # Output the first derivative f'(n)
print("Second derivative: f''(n) =", second_derivative)  # Output the second derivative f''(n)

 

 

 

 

5. What is the python code for this problem:

# 1st: Import the sympy module
import sympy as sp  # Import sympy for symbolic mathematics

# 2nd: Define the symbols
x, y = sp.symbols('x y')  # Define 'x' and 'y' as symbolic variables

# 3rd: Define the implicit function
implicit_eq = 2*x**2 + 2*x*y + y**2 - 1  # Define the implicit equation 2x^2 + 2xy + y^2 - 1

# 4th: Differentiate implicitly to get dy/dx
dy_dx = sp.diff(implicit_eq, y) / sp.diff(implicit_eq, x)  # Differentiate implicitly to find dy/dx

# 5th: Differentiate dy/dx to get the second derivative (d²y/dx²)
d2y_dx2 = sp.diff(dy_dx, x) + sp.diff(dy_dx, y) * dy_dx  # Differentiate dy/dx to find d²y/dx²

# 6th: Differentiate d²y/dx² to get the third derivative (d³y/dx³)
d3y_dx3 = sp.diff(d2y_dx2, x) + sp.diff(d2y_dx2, y) * dy_dx  # Differentiate d²y/dx² to find d³y/dx³

# 7th: Simplify the third derivative
d3y_dx3_simplified = sp.simplify(d3y_dx3)  # Simplify the third derivative

# 8th: Display the result
print("Third derivative d³y/dx³:", d3y_dx3_simplified)  # Output the third derivative d³y/dx³