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APM346-2012 => APM346 Math => Home Assignment 1 => Topic started by: Tharshi Srikannathasan on September 24, 2012, 11:43:59 AM

Title: Problem 6
Post by: Tharshi Srikannathasan on September 24, 2012, 11:43:59 AM
The answer for question b will change depending on whether we consider the highway to be one way or two way traffic. If one way then cars can only enter at a and leave at b. If we assume two way traffic, then cars can enter and leav both at a and b. The questions does not address the issue so I was wondering which one we should assume.

Thanks
Title: Re: Problem 6
Post by: Victor Ivrii on September 24, 2012, 11:46:56 AM
One-way (no way to reverse the direction)
Title: Re: Problem 6
Post by: Aida Razi on September 24, 2012, 09:00:05 PM
Full solution to question 6 is attached,
Title: Re: Problem 6
Post by: Rouhollah Ramezani on September 25, 2012, 09:58:02 PM
a) Directly implied by definition of $\rho(x,t)$ is $N(t,a,b)=\int_{a}^{b}\rho(t,x) dx$.

b) by definition of $q$ and conservation of cars we have:
$$\frac{\partial N}{\partial t}(t,a,b)=\lim_{h \rightarrow 0} \frac{N(t+h,a,b)-N(t,a,b)}{h} \\ =\lim_{h \rightarrow 0} \frac{h(q(t,a)-q(t,b))}{h} \\ =q(t,a)-q(t,b)$$

c) Differentiating integral form of $N(t,a,b)$ with respect to $t$
$$\frac{\partial N}{\partial t}=\int_{a}^{b}\rho_t(t,x) dx$$
making it equal to result of part (b) we get the integral form of "conservation of cars":
$$\int_{a}^{b}\rho_t(t,x) dx=q(t,a)-q(t,b)$$

d) RHS of above equation can be expressed as $\int_{a}^{b}-q_x(t,x) dx$. Therefore
\int_{a}^{b}\rho_t(t,x) dx=\int_{a}^{b}-q_x(t,x) dx

Since $a$ and $b$ are arbitrary, $(1)$ implies $\rho_t=-q_x$. The PDE $\rho_t+q_x=0$ is  conservation of cars equation.

e) Letting $q=c\rho$, we will get a first order linear PDE with constant coeffiecient:
$$\rho_t+c\rho_x=0 \\ \rightarrow \rho(t,x)=\phi(x-ct)$$
The last equation means density of cars is moving at some constant pace $c$ in time, i.e. all cars are driving at speed $c$.
Intuitively we know that driver's speed has negative correlation with traffic density. A more realistic choice for $c$ is to let it be a monotone decreasing function of $\rho$. In this case however, conservation of cars equation is not linear anymore.  This is discussed in detail by Prof. Ivrii in last year's forum (http://weyl.math.toronto.edu/APM346-2011F-forum/index.php?topic=14.msg48#msg48).
Title: Re: Problem 6
Post by: Victor Ivrii on September 26, 2012, 02:20:39 AM

Intuitively we know that driver's speed has negative correlation with traffic density. A more realistic choice for $c$ is to let it be a monotone decreasing function of $\rho$. In this case however, conservation of cars equation is not linear anymore.  This is discussed in detail by Prof. Ivrii in last year's forum (http://weyl.math.toronto.edu:8888/APM346-2011F-forum/index.php?topic=14.msg48#msg48).

The really interesting thing is a distinction between the speed of the individual cars $c(\rho)$ and the group speed $v(\rho)= (c(\rho)\rho)'= c'(\rho)\rho + c(\rho)$ of the group of cars. In fact the group does not have a constant "crew": if there is a place with higher density of cars than an average, it moves but the leading cars in the group have a lesser density in front, accelerate and leave the group while cars behind the group catch with it, and join it.

Such distinction is common in wave motion