Orthogonal Projections: Minimize a^2 + b^2 + c^2

Click For Summary

Homework Help Overview

The problem involves determining the number of hours to study for three exams in a linear algebra class, with the goal of achieving a specific course score while minimizing the sum of the squares of the study hours. The context is rooted in the concept of orthogonal projections.

Discussion Character

  • Exploratory, Assumption checking

Approaches and Questions Raised

  • Participants discuss the relationship between the study hours and the course score, questioning how to minimize the expression while satisfying the linear equation representing the weighted scores.

Discussion Status

Some participants have provided hints regarding the geometric interpretation of the problem, suggesting a focus on finding a point on a plane that minimizes the norm of the vector representing study hours. Others express uncertainty and seek further clarification on the approach.

Contextual Notes

There is mention of the original poster's textbook not covering relevant material, which may contribute to the confusion. Participants are also navigating their fatigue while attempting to engage with the problem.

djh101
Messages
158
Reaction score
5

Homework Statement


There are three exams in your linear algebra class and you theorize that your score in each exam will be numerically equal to the number of hours you study. The three exams count 20%, 30%, and 50% and your goal is to score 76% in the course. How many hours, a, b, and c should you study for each exam to minimize a2 + b2 + c2?


Homework Equations


.2a + .3b + .5c = 76
a2 + b2 + c2


The Attempt at a Solution


I'm not really sure to begin. I assume this has something to do with orthogonal projections, since it is in the orthogonal projections chapter/section, but the section doesn't really go over anything related to this question (my book is by Bretscher and he seems to have a habit of doing this). All I really need is a kick start.
 
Physics news on Phys.org
So you need to an (a,b,c) on 0.2a+0.3b+0.5c=76 such that [itex]\|(a,b,c)\|[/itex] is minimal.

So you need to find a point on a plane such that its norm is minimal.

Does this give you an idea?
 
That helps a little. I'm very tired, though, so I'll see if I can figure it out tomorrow. Thank you.
 
Hi, I'm stuck on this problem too and can't seem to figure it out even with your hint. Could you explain it a bit more explicitly?
 
Yeah, I'm still a little stuck. I have all the pieces and know what they are geometrically, but I'm still a little lost on what to do with them.
 

Similar threads

  • · Replies 14 ·
Replies
14
Views
2K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
13
Views
19K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
8
Views
3K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 6 ·
Replies
6
Views
2K