# NPTEL Data Science for Engineers Assignment 5 Answers 2022 Are you looking for the Answers to NPTEL Data Science for Engineers Assignment 5? This article will help you with the answer to the National Programme on Technology Enhanced Learning (NPTEL) Course NPTEL Data Science for Engineers Assignment 5

## What is Data Science for Engineers?

Data Science for Engineers is a fun-filled course where Domain Certification helps learners to gain expertise in a specific Area/Domain. This can be helpful for learners who wish to work in a particular area as part of their job or research or for those appearing for some competitive exam or becoming job-ready or specialising in an area of study.

Every domain will comprise Core courses and Elective courses. Once a learner completes the requisite courses per the mentioned criteria, you will receive a Domain Certificate showcasing your scores and the domain of expertise.

## CRITERIA TO GET A CERTIFICATE

Average assignment score = 25% of the average of best 6 assignments out of the total 8 assignments given in the course.
Exam score = 75% of the proctored certification exam score out of 100

Final score = Average assignment score + Exam score

YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF THE AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.

Below you can find the answers for NPTEL Data Science for Engineers Assignment 5

## NPTEL Data Science for Engineers Assignment 5 Answers:-

Q1. An optimization problem, solved for N variables, with one equality constraint will have

Q2. While minimizing a function f(x,y)=6x2+4y2 with a constraint 3x+2y≤12, the unconstrained minimum solution is __________ the constrained minimum solution

Q3. The function min f(x,y)=3x+y subject to the given constraints x2+y2<10 is an example of

Q4. What is the global minimum value for the function f(x,y)=(x+y)2+5?

???? Next Week Answers: Assignment 06 ????

Consider the function f(x,y)=5x2+3y2;+8xy+12x+6y as the function to be optimized and answer questions 5 and 6.

Q5. The saddle point of the function f(x,y) exists in which of the following coordinates (x,y)

????If there are any changes in answers will notify you on telegram so you can get a 100% score, So Join???? ????

Q6. The Hessian matrix obtained for the function f(x,y) is

Q7. The eigenvalues for the Hessian matrix obtained in Q6 are

Q8. Geometrically, finding the minimum of the function f(x,y)=x2+4y2 subject to the constraint 3x+7y=4 implies that

Q9. State whether the following statements are True or False.

i) The decision variables of the optimization function need not be independent of each otherii) An optimization problem with linear objective function and linear constraints is said to be a linear optimization problem