[Solved] What will be the output of the following code?import numpy as np from scipy.optimize import basinhopping def func(x): return (x - 3)**2 result = basinhopping(func, 0) print(round(result.fun, 2)) | SciPy

SciPy - Advanced Optimization

What will be the output of the following code?

import numpy as np
from scipy.optimize import basinhopping

def func(x):
    return (x - 3)**2

result = basinhopping(func, 0)
print(round(result.fun, 2))

A0.0

B3.0

C9.0

D1.0

Step-by-Step Solution

Solution:

Step 1: Understand the function and start point
The function is (x-3)^2, minimum at x=3 with value 0.
Step 2: Basin-hopping finds global minimum
Starting at 0, basin-hopping will find minimum at x=3, so function value is 0.
Final Answer:
0.0 -> Option A
Quick Check:
Minimum function value = 0.0 [OK]

Quick Trick: Basin-hopping finds global minimum value 0 here [OK]

Common Mistakes:

Confusing minimum location with value
Using start point as output
Misreading function formula

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More SciPy Quizzes

What will be the output of the following code?

Step 1: Understand the function and start point

Step 2: Basin-hopping finds global minimum

Final Answer:

Quick Check:

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