Math Problem Statement
What is the intersection points of sin(e^x) and a circle of radius 5 centered at (1,1) that is nearest the origin? calculate to 5 decimal places
Solution
To find the intersection points of the function and a circle with radius 5 centered at , we solve the system of equations:
- Circle equation:
- Function equation:
Substitution
Substitute into the circle's equation:
Solve Numerically
This equation does not have a closed-form solution and must be solved numerically for . Let me calculate the -values of the intersection points and the corresponding -values.import numpy as np from scipy.optimize import fsolve
Define the system of equations
def circle_intersection(x): # Circle equation with substitution of y = sin(e^x) return (x - 1)**2 + (np.sin(np.exp(x)) - 1)**2 - 25
Find the root closest to the origin by testing nearby initial guesses
initial_guesses = np.linspace(-10, 10, 100) # Wide range of guesses roots = [fsolve(circle_intersection, guess)[0] for guess in initial_guesses]
Filter unique solutions and calculate corresponding y-values
unique_roots = np.unique(np.round(roots, decimals=5)) intersection_points = [(x, np.sin(np.exp(x))) for x in unique_roots]
Sort by distance from the origin
nearest_point = sorted(intersection_points, key=lambda p: np.sqrt(p[0]**2 + p[1]**2))[0] nearest_point/home/sandbox/.local/lib/python3.11/site-packages/scipy/optimize/_minpack_py.py:175: RuntimeWarning: The iteration is not making good progress, as measured by the improvement from the last ten iterations. warnings.warn(msg, RuntimeWarning) /home/sandbox/.local/lib/python3.11/site-packages/scipy/optimize/_minpack_py.py:175: RuntimeWarning: The iteration is not making good progress, as measured by the improvement from the last five Jacobian evaluations. warnings.warn(msg, RuntimeWarning) (1.56248, -0.9983040189645134)(1.56248, -0.9983040189645134)successThe intersection point of and the circle with radius 5 centered at that is nearest to the origin is approximately:
Would you like details on the calculations or further analysis?
Related Questions:
- How can we verify intersection points geometrically?
- Can the solution be generalized for different circle radii or centers?
- How does the behavior of influence the number of intersections?
- How do numerical methods (e.g., ) work to find solutions?
- What is the impact of choosing different initial guesses in this numerical method?
Tip:
For complex systems like these, always visualize the functions (e.g., using graphs) to better understand the behavior and intersections.
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Math Problem Analysis
Mathematical Concepts
Trigonometry
Exponential Functions
Analytic Geometry
Numerical Methods
Formulas
Circle equation: (x - h)^2 + (y - k)^2 = r^2
Function: y = sin(e^x)
Theorems
Numerical Solution Methods using fsolve
Suitable Grade Level
Grades 10-12