Resource allocation in self-replicative systems

Consider a very simple model for an open self-replicative system such as a cell, or an economy. A system S \mathbf{S} is comprised of two kinds of mass: one kind is S R \mathbf{S}_R that is capable of of taking raw material that comes from outside the system, and converting it into components of the system, and the other is S O \mathbf{S}_O that takes care of other things.

Think of S R \mathbf{S}_R like factories and S O \mathbf{S}_O like street sweepers. One part is creating new things and the other is doing maintenance on what already exists. The catch is, the material in S R \mathbf{S}_R must not only make the rest of the system, but also itself!

Suppose that the materials in S R \mathbf{S}_R and the materials in S O \mathbf{S}_O cost the same amount of energy for S R \mathbf{S}_R to make per unit amount. Suppose the material in S R \mathbf{S}_R can convert raw material from the environment into system mass at the rate γ R = 3 kg S / hr / kg S R \gamma_R = 3 \mbox{ kg } \mathbf{S}/\mbox{hr}/\mbox{kg }\mathbf{S}_R . If the system doubles in size once every 2 hrs \mbox{hrs} , what fraction of the material in S \mathbf{S} is devoted to S O ? \mathbf{S}_O?

Assumptions

  • The fact that the system continuously doubles in size in a fixed time means that this system is in exponential growth, i.e. S ˙ = λ S \dot{\mathbf{S}} = \lambda \mathbf{S} .


The answer is 0.8845.

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1 solution

Josh Silverman Staff
Apr 5, 2014

The total mass of the system is S = S O + S R \mathbf{S} = \mathbf{S}_O + \mathbf{S}_R

The system is in exponential growth, so we have S ˙ = λ S \dot{\mathbf{S}} = \lambda \mathbf{S}

We also know that the replicative part of S \mathbf{S} is S R \mathbf{S}_R , and each unit mass of S R \mathbf{S}_R can produce γ \gamma units of S \mathbf{S} per unit time.

We therefore also have S ˙ = γ S R \dot{\mathbf{S}} = \gamma \mathbf{S}_R

Equating the two expressions, we find

λ S = γ S R λ / γ = S R S λ / γ = S R S R + S O \begin{aligned} \lambda \mathbf{S} &= \gamma \mathbf{S}_R \\ \lambda / \gamma &= \frac{\mathbf{S}_R}{\mathbf{S}} \\ \lambda / \gamma &= \frac{\mathbf{S}_R}{\mathbf{S}_R + \mathbf{S}_O} \end{aligned}

We're told that the system doubles in size once every 2 hours. The solution to S ˙ = λ S \dot{\mathbf{S}} = \lambda \mathbf{S} is given by S ( t ) = S 0 e λ t \mathbf{S}(t) = \mathbf{S}_0 e^{\lambda t} Therefore, λ = log 2 2 hour 1 \displaystyle\lambda = \frac{\log 2}{2} \mbox{ hour}^{-1}

We then have the mass fraction of S R \mathbf{S}_R in the system, f R f_R given by S R S = λ / γ = log 2 6 kg S R kg S 11.55 % \displaystyle \frac{\mathbf{S}_R}{\mathbf{S}} =\lambda/\gamma = \frac{\log 2}{6} \frac{\mbox{kg }\mathbf{S}_R}{ \mbox{kg } \mathbf{S}} \approx 11.55\%

Using the constraint S = S O + S R \mathbf{S} = \mathbf{S}_O + \mathbf{S}_R we find f O = 1 f R f_O = 1-f_R and thus f O = 88.45 % \boxed{f_O = 88.45\%} .

Hats Off !!!

Jasveen Sandral - 7 years, 2 months ago

In my opinion its a pure chemical kinetics question. We can also say it a modern physics problem consisting complex decay rate.

Shyambhu Mukherjee - 5 years, 6 months ago

How come this question is level 5???

saptarshi dasgupta - 2 years, 4 months ago

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