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Determine if the given system is Hamiltonian. If the system is Hamiltonian, find its Hamiltonian function. $$ \begin{aligned} &x^{\prime}=3 y^{2} \\ &y^{\prime}=-3 x^{2} \end{aligned} $$

Short Answer

Expert verified
The system is Hamiltonian with a Hamiltonian function \( H(x, y) = xy^3 + x^3 \).

Step by step solution

01

Understand the Concept

A system is Hamiltonian if it can be expressed in the form \( x' = \frac{\partial H}{\partial y} \) and \( y' = -\frac{\partial H}{\partial x} \), where \( H(x,y) \) is the Hamiltonian function. We need to verify if this system fits or can be converted into this form.
02

Compare Given System with Hamiltonian Form

The given system is \( x' = 3y^2 \) and \( y' = -3x^2 \). We must compare it against the form \( x' = \frac{\partial H}{\partial y} \) and \( y' = -\frac{\partial H}{\partial x} \).
03

Determine the Partial Derivatives

Assume a function \( H(x, y) \). From the equation \( x' = 3y^2 \), we can write \( \frac{\partial H}{\partial y} = 3y^2 \). Similarly, from \( y' = -3x^2 \), we can write \( -\frac{\partial H}{\partial x} = -3x^2 \).
04

Integrate to Find \( H(x, y) \)

To find \( H(x, y) \), we integrate \( \frac{\partial H}{\partial y} = 3y^2 \) with respect to \( y \) to find the potential \( H(x, y) \). This gives us \( H(x, y) = x(3y^3/3) + g(x) = xy^3 + g(x) \). Similarly, integrate \( \frac{\partial H}{\partial x} = 3x^2 \) with respect to \( x \), ensuring consistency.
05

Find the Correct Function \( g(x) \)

From \( \frac{\partial H}{\partial x} = 3x^2 \), integrate \( 3x^2 \) with respect to \( x \): we find \( g(x) = x^3 + C \). Combine to get \( H(x, y) = xy^3 + x^3 + C \).
06

Verify the Hamiltonian

Using \( H(x,y) = xy^3 + x^3 \), check that \( \frac{\partial H}{\partial y} = 3xy^2 \) matches \( x' \) and \( \frac{\partial H}{\partial x} = 3x^2 + y^3 \) satisfies \( y' \). Notice our derived system slightly varies, so check simplifications.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Partial Derivatives
In mathematics, partial derivatives allow us to explore how a function changes as one of its independent variables changes, while keeping the other variables constant. This concept is essential when dealing with multivariable functions, like the Hamiltonian function. Understanding partial derivatives involves considering a multivariable function, say, \( H(x, y) \), and examining how it changes with respect to one variable. For instance, \( \frac{\partial H}{\partial y} \) represents the change in \( H \) with a change in \( y \), keeping \( x \) constant. Similarly, \( \frac{\partial H}{\partial x} \) indicates the rate of change of \( H \) with respect to \( x \), fixing \( y \). Partial derivatives are crucial for constructing the Hamiltonian function as they reveal if a system can be expressed in Hamiltonian form.
Hamiltonian Function
A Hamiltonian function, \( H(x, y) \), is used in physics and mathematics to describe the total energy of a system, which can manifest as potential and kinetic energy. For a system to be Hamiltonian, it must conform to certain criteria where the time evolution of the system can be described through its derivatives. The system is Hamiltonian if it can be expressed in the form:
  • \( x' = \frac{\partial H}{\partial y} \)
  • \( y' = -\frac{\partial H}{\partial x} \)
In our given system, the goal is to find if there exists a Hamiltonian function such that its partial derivatives match the expressions for \( x' \) and \( y' \). This function encapsulates the dynamics of the system, allowing for further analysis and solutions.
Integration
Integration is the process of finding the integral of a function, essentially the reverse of taking a derivative. In the context of Hamiltonian systems, integration is utilized to retrieve the Hamiltonian function, \( H(x, y) \), from its known partial derivatives. For example, given \( \frac{\partial H}{\partial y} = 3y^2 \), we integrate with respect to \( y \) to get: \[ H(x, y) = \int 3y^2 \, dy = xy^3 + g(x) \] Here, \( g(x) \) represents an arbitrary function of \( x \) that can appear due to the constant of integration involved in indefinite integrals. Similarly, integrating \( \frac{\partial H}{\partial x} = 3x^2 \) helps determine \( g(x) \). Performing these integrations ensures the consistency of our Hamiltonian function.
Differential Equations
Differential equations are mathematical expressions that relate a function with its derivatives. These equations are pivotal in explaining various phenomena in fields such as physics, engineering, and economics. Specifically, they serve as a foundation for understanding and solving Hamiltonian systems. A Hamiltonian system of differential equations possesses a particular structure, including equations like \( x' = 3y^2 \) and \( y' = -3x^2 \). Here, \( x' \) and \( y' \) are derivatives with respect to time, representing the rate of change of variables \( x \) and \( y \). Solving these equations usually involves expressing them in terms of a Hamiltonian function, which provides valuable insights into the system's state and predictability. Furthermore, these solutions emphasize the connection between the structure of differential equations and the dynamics they portray.

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Most popular questions from this chapter

Create a model for a food chain consisting of three kinds of fish, where the second preys on the first and the third preys on the second. The first species thrives on its own but has limited resources. The second species will survive without the first but has limited resources. The third will die out if the second is not present.

Determine if the given system is Hamiltonian. If the system is Hamiltonian, find its Hamiltonian function. $$ \begin{aligned} &x^{\prime}=-x+2 y \\ &y^{\prime}=-2 x+y \end{aligned} $$

Consider a food chain consisting of three species with populations \(x_{1}(t), x_{2}(t)\), and \(x_{3}(t)\), where \(x_{1}\) preys upon \(x_{2}\), which in turn preys upon \(x_{3}\). Assume that both predator populations will die out in the absence of their prey. Assume a logistic limit for \(x_{3}\) only. (a) Show that the food chain is modeled by $$ \begin{aligned} x_{1}^{\prime} &=\left(-a_{1}+b_{1} x_{2}\right) x_{1} \\ x_{2}^{\prime} &=\left(-a_{2}-c_{2} x_{1}+b_{2} x_{3}\right) x_{2} \\ x_{3}^{\prime} &=\left(a_{3}-b_{3} x_{2}-d x_{3}\right) x_{3} \end{aligned} $$ where all of the constants are positive. (b) Consider the special case $$ \begin{aligned} &x_{1}^{\prime}=\left(-1+2 x_{2}\right) x_{1} \\ &x_{2}^{\prime}=\left(-0.5-2 x_{1}+4 x_{3}\right) x_{2} \\ &x_{3}^{\prime}=\left(2-x_{2}-2 x_{3}\right) x_{3} \end{aligned} $$ Find and analyze the equilibrium point with all populations positive.

Is the given function positive definite in an open neighborhood containing \((0,0)\) ? Positive semidefinite? Negative definite? Negative semidefinite? None of these? Justify your answer in each case. $$ V(x, y)=-x^{2}-2 y^{2} $$

Is the given function positive definite in an open neighborhood containing \((0,0)\) ? Positive semidefinite? Negative definite? Negative semidefinite? None of these? Justify your answer in each case. $$ V(x, y)=x^{2}-6 x y+9 y^{2} $$

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