Function Describing Caloric Target

  • Context: Undergrad 
  • Thread starter Thread starter CaseyJRichard
  • Start date Start date
  • Tags Tags
    Function
Click For Summary
SUMMARY

The discussion focuses on deriving a function to calculate the daily caloric target (t) necessary for an individual to reach a specific weight (b) after a set number of days (n), starting from a current weight (a). The equations used include a finite difference equation to model weight change based on a caloric deficit (d) and a linear relationship between caloric baseline (g(x)) and weight (f(x)). The user seeks assistance in solving for t while keeping other variables (a, n, b, q, p) constant, emphasizing the need for clarity in the mathematical relationships involved.

PREREQUISITES
  • Understanding of finite difference equations
  • Knowledge of linear relationships in mathematical modeling
  • Familiarity with caloric deficit calculations
  • Basic calculus concepts related to function derivation
NEXT STEPS
  • Research methods for solving finite difference equations
  • Explore linear regression techniques for modeling caloric baselines
  • Learn about caloric deficit and its impact on weight loss
  • Investigate optimization techniques for deriving unknown variables in equations
USEFUL FOR

Mathematicians, fitness professionals, nutritionists, and anyone interested in weight management and caloric calculations will benefit from this discussion.

CaseyJRichard
Messages
4
Reaction score
0
[Heavily edited for clarity.]

So, I'm playing around with a function that describes the change of an individuals weight as a function of days passed given a number of constant variables: current weight, target weight, number of days until target weight will be reached, and daily calorie target.

My function is derived from an equation that describes weight after a number of days given a constant caloric deficit, d:

f(0) = a;
f(x+1) = f(x) - (d/3500)
f(n) = b;

With this set of equations, we can solve for d (daily caloric deficit) given a (starting weight), b (ending weight), and n (number of days until ending weight is reached).

That's fine, but I wanted to alter this set of equations to allow for variable values of d. So, I removed d as a constant variable and allowed it to equal g(x)-t where g(x) is a calculated caloric baseline. Now I want to solve for a constant value t (a constant daily caloric target) that would result in a decrease to weight b after n days given a starting weight a.

f(0) = a; // where a is current weight
g(x) = q + p*f(x); // this describes a linear relationship between caloric baseline and weight
f(x+1) = (g(x)-t)/3500; // t is the constant caloric target, so g(x)-t is caloric deficit.
f(n) = b; // n = number of days until target weight will be reached. b = target weight.

Of course, f(x+1) and g(x) could be combined; I kept the separate to illustrate the model.

Now, my question is... how would I solve for t if a, n, b, q, and p are all known? I intuitively known there is a way to solve this, but I can't figure it out, and it's bugging me. If anyone could help me figure this out, I'd appreciate it.

Edit: by the way, if this isn't calculus... my bad.
 
Last edited:
Physics news on Phys.org
Not exactly "Calculus" but close to it. This is, technically, a "finite difference equation" but a simple one. If f(0)= a then f(1)= f(0+ 1)= a- d/3500, f(2)= f(1+ 1)= (a- d/3500)- d/3500= a- 2d/3500, f(3)= f(2+ 1)= (a- 2d/3500)- d/3500= a- 3d/3500, and, in general f(x)= a- 3x/3500.

g(x) = q + p*f(x); // q and p define the line that approximate a given individuals caloric baseline as a function of weight.
So g(x)= q+ pa- 3px/3500. But I don't understand what you mean by "line that approximates a given individuals caloric baseline as a function of weight".

f(x+1) = (g(x)-t)/3500; // t is the constant caloric target, so g(x)-t is caloric deficit.
You have already said that f(x+1)= f(x)- d/3500 and that g(x)= q+ pf(x). So f(x+1)= (g(x)- t)/3500 is f(x)- d/3500= (q+ pf(x)- t)/3500= (q- t)/3500+ pf(x)/3500. Then f(x)- pf(x)/3500= (1- p/3500)f(x)= (d+ q- t)/3500 and f(x)= [(d+ q- t)/3500][3500/(3500- p)]
f(x)= (d+ q- t)/(3500- p) which can't be correct because there is no "x" on the right side. Given that d, q, t, and p are constant, the right side stays the same no matter how x changes.
 
Oh, I see. No, I guess I was confusing. The first function is actually describing a different model than the latter four, and for the sake of "solving the problem" doesn't exist. (It's describing a model with constant caloric deficit and a steadily decreasing daily target caloric intake, whereas the other four are describing steadily decreasing caloric deficit and constant daily caloric intake. I just provided the former equation as background info, to show where I was coming from before I found this problem.

I'm just trying to find the equation that solves for the unknown value of t with respect to the other (known) constant values (d, q, t, p, and n) given only the latter four equations.

If that makes sense. :\

(I heavily edited my original post to clarify this.)

EDIT: I just meant there is an approximately linear relationship between weight ("f(x)") and baseline caloric expenditure ("g(x)") when other factors (age, height, gender, etc...) are held constant. Incidentally, "g(x) = q + p*f(x)" is that line.
 
Last edited:

Similar threads

  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 11 ·
Replies
11
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 3 ·
Replies
3
Views
4K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 9 ·
Replies
9
Views
3K