[Solved] What will be the output of this SciPy code snippet?from scipy.optimize import minimize result = minimize(lambda x: (x + 5)**2, 2) print(round(result.x[0], 2)) | SciPy

SciPy - Advanced Optimization

What will be the output of this SciPy code snippet?

from scipy.optimize import minimize

result = minimize(lambda x: (x + 5)**2, 2)
print(round(result.x[0], 2))

A-5.0

B2.0

C0.0

D7.0

Step-by-Step Solution

Solution:

Step 1: Analyze the function
The function to minimize is (x + 5)^2, which has its minimum at x = -5.
Step 2: Initial guess
The initial guess is 2, but the optimizer will find the minimum at -5.
Step 3: Output
The result.x[0] will be approximately -5.0 after optimization.
Final Answer:
-5.0 -> Option A
Quick Check:
Minimum of (x+5)^2 is at x = -5 [OK]

Quick Trick: Minimum of (x + c)^2 is at -c [OK]

Common Mistakes:

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