SciPy Beginner's Guide for Optimization
Interactive Video
•
Information Technology (IT), Architecture, Mathematics
•
12th Grade - University
•
Practice Problem
•
Hard
Wayground Content
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10 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the inequality constraint in the optimization problem?
The product of variables must be less than 25.
The sum of variables must be equal to 25.
The sum of variables must be greater than 25.
The product of variables must be greater than or equal to 25.
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which Python package is used for optimization in this tutorial?
NumPy
Pandas
Scipy
Matplotlib
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of the objective function in optimization?
To define the constraints
To set initial guesses
To minimize or maximize a value
To import necessary libraries
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How is the first constraint defined in the code?
As a division of variables
As a product of variables minus 25
As a sum of variables
As a difference of variables
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the initial guess for X2 in the optimization problem?
4
1
3
5
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What are the bounds set for the variables in the optimization problem?
Between 2 and 6
Between 1 and 5
Between 0 and 10
Between 3 and 7
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which method is used in the Scipy minimize function?
CG
SQP
Nelder-Mead
BFGS
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