Trinket's question at Yahoo Answers regarding the modeling of weight loss

In summary, we found the general solution to the differential equation modeling weight loss, computed the time it would take for a person to lose 10 and 35 pounds for different starting weights and daily calorie intakes, determined the limiting weight for the person, and repeated the calculations for a different starting weight.
  • #1
MarkFL
Gold Member
MHB
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Here is the question:

Differential equation about weight loss?

A person's weight depends on both amount of calories consumed and the energy used. Moreover, the amount of energy used depends on the person's weight - the average amount of energy used by a person is 17.5 calories per pound a day. Thus, the more weight the person loses, the less energy the person uses (assuming that the person maintains a constant level of activity). An equation that can be used to model weight loss is

dw/dt = (C/3500) - (17.5w/3500)

Where w is the person's weight in pounds, t is the time in days and C is the constant daily calorie consumption.

(A) find the general solution of the differential equation
(B) consider a person who weighs 180lb and begins a diet of 2500 calories per day. How long will it take the person to lose 10lb? 35?
(C) what is the limiting weight of the person?
(D) repeat (B) for a person who weighs 200lb when the diet started

I have posted a link there to this topic so the OP can see my work.
 
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  • #2
Hello Trinket,

We are told to model a person's weight with the IVP:

\(\displaystyle \frac{dw}{dt}=\frac{C}{3500}-\frac{17.5}{3500}w\) where \(\displaystyle w(0)=w_0\)

I would choose the write the ODE in standard linear form:

\(\displaystyle \frac{dw}{dt}+\frac{1}{200}w=\frac{C}{3500}\)

Next, we may compute the integrating factor:

\(\displaystyle \mu(t)=e^{\frac{1}{200}\int\,dt}=e^{\frac{1}{200}t}\)

Multiplying the ODE by the integrating factor, we obtain:

\(\displaystyle e^{\frac{1}{200}t}\frac{dw}{dt}+\frac{1}{200}e^{ \frac{1}{200}t}w=\frac{C}{3500}e^{ \frac{1}{200}t}\)

Now, this allows us the express the left side of the ODE as the differentiation of a product:

\(\displaystyle \frac{d}{dt}\left(e^{\frac{1}{200}t}w \right)=\frac{C}{3500}e^{\frac{1}{200}t}\)

Integrate with respect to $t$:

\(\displaystyle \int \frac{d}{dt}\left(e^{\frac{1}{200}t}w \right)\,dt=\frac{C}{3500}\int e^{\frac{1}{200}t}\,dt\)

\(\displaystyle e^{\frac{1}{200}t}w=\frac{2C}{35}e^{\frac{1}{200}t}+c_1\)

Solve for $w(t)$:

\(\displaystyle w(t)=\frac{2C}{35}+c_1e^{-\frac{1}{200}t}\)

We may determine the parameter $c_1$ by using the initial value:

\(\displaystyle w(0)=\frac{2C}{35}+c_1=w_0\,\therefore\,c_1=\frac{35w_0-2C}{35}\)

And thus, the solution to the IVP is:

(1) \(\displaystyle w(t)=\frac{2C}{35}+\frac{35w_0-2C}{35}e^{-\frac{1}{200}t}\)

The amount of weight lost $L$ is the initial weight minus the current weight, and so we may write:

\(\displaystyle L(t)=w_0-\frac{2C}{35}-\frac{35w_0-2C}{35}e^{-\frac{1}{200}t}\)

\(\displaystyle L(t)=\frac{35w_0-2C}{35}\left(1-e^{-\frac{1}{200}t} \right)\)

Solving this for $t$, we find:

\(\displaystyle \frac{35L(t)}{35w_0-2C}=1-e^{-\frac{1}{200}t}\)

\(\displaystyle e^{-\frac{1}{200}t}=\frac{35\left(w_0-L(t) \right)-2C}{35w_0-2C}\)

(2) \(\displaystyle t=200\ln\left(\frac{35w_0-2C}{35\left(w_0-L(t) \right)-2C} \right)\)

The limiting weight $w_L$ of the person is:

(3) \(\displaystyle w_L=\lim_{t\to\infty}\left(\frac{2C}{35}+\frac{35w_0-2C}{35}e^{-\frac{1}{200}t} \right)=\frac{2C}{35}\)

Now we have formulas to answer the questions.

(A) Find the general solution of the differential equation.

\(\displaystyle w(t)=\frac{2C}{35}+\frac{35w_0-2C}{35}e^{-\frac{1}{200}t}\)

(B) Consider a person who weighs 180lb and begins a diet of 2500 calories per day. How long will it take the person to lose 10lb? 35?

Using the given data:

\(\displaystyle w_0=180,\,C=2500\)

The formula in (2) becomes:

\(\displaystyle t=200\ln\left(\frac{35\cdot180-2\cdot2500}{35\left(180-L(t) \right)-2\cdot2500} \right)=200\ln\left(\frac{1300}{1300-35L(t)} \right)\)

Now to compute the time to lose 10 lbs, we use $L(t)=10$ to get:

\(\displaystyle t=200\ln\left(\frac{1300}{1300-35\cdot10} \right)=200\ln\left(\frac{1300}{950} \right)=200\ln\left(\frac{26}{19} \right)\approx62.7315117710083\)

And to compute the time to lose 35 lbs, we use $L(t)=35$ to get:

\(\displaystyle t=200\ln\left(\frac{1300}{1300-35\cdot35} \right)=200\ln\left(\frac{1300}{75} \right)=200\ln\left(\frac{52}{3} \right)\approx570.526285982664\)

(C) What is the limiting weight of the person?

\(\displaystyle w_L=\frac{2\cdot2500}{35}=\frac{1000}{7}=142. \overline{857142}\)

(D) Repeat (B) for a person who weighs 200lb when the diet started.

Using the given data:

\(\displaystyle w_0=200,\,C=2500\)

The formula in (2) becomes:

\(\displaystyle t=200\ln\left(\frac{35\cdot200-2\cdot2500}{35\left(200-L(t) \right)-2\cdot2500} \right)=200\ln\left(\frac{2000}{2000-35L(t)} \right)\)

Now to compute the time to lose 10 lbs, we use $L(t)=10$ to get:

\(\displaystyle t=200\ln\left(\frac{2000}{2000-35\cdot10} \right)=200\ln\left(\frac{2000}{1650} \right)=200\ln\left(\frac{40}{33} \right)\approx38.4743785294912\)

And to compute the time to lose 35 lbs, we use $L(t)=35$ to get:

\(\displaystyle t=200\ln\left(\frac{2000}{2000-35\cdot35} \right)=200\ln\left(\frac{2000}{775} \right)=200\ln\left(\frac{80}{31} \right)\approx189.607886037747\)
 

1. How does weight loss modeling work?

Weight loss modeling involves using mathematical equations and data analysis to predict how various factors such as diet and exercise will impact an individual's weight loss journey. This can help individuals set realistic goals and make informed decisions about their weight loss plans.

2. What factors are considered in weight loss modeling?

Weight loss modeling takes into account factors such as an individual's starting weight, body composition, activity levels, and calorie intake. Other factors like age, gender, and genetics may also play a role in weight loss modeling.

3. How accurate is weight loss modeling?

The accuracy of weight loss modeling depends on the quality and quantity of data used to create the model. If the data is representative of the individual's actual habits and behaviors, the model can be fairly accurate. However, weight loss is a complex process and there are many variables that can impact results, so it is important to view weight loss modeling as a guide rather than an exact prediction.

4. Can weight loss modeling be used for everyone?

Weight loss modeling can be used for the general population, but it may not be applicable to everyone. Individuals with certain medical conditions or unique dietary needs may not fit into the typical weight loss model. It is important to consult with a healthcare professional before starting any weight loss plan.

5. How can weight loss modeling benefit me?

Weight loss modeling can provide individuals with a realistic understanding of their weight loss journey and help them set achievable goals. It can also help individuals track their progress and make adjustments to their plan if necessary. Additionally, weight loss modeling can help individuals make more informed decisions about their diet and exercise habits for long-term success.

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