Modelling with first-order differential equations
Modelling with first-order differential equations
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Define differential equation: A differential equation is an equation involving derivatives. The order of a differential equation is determined by the highest derivative present. Therefore, a first-order differential equation contains only first derivatives.
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Understand how to solve first-order differential equations: The standard form of a first-order differential equation is: dy/dx = f(x,y). To solve such equations, one usually separates the variables, divides the equations into two parts pertaining to y and x, then integrate.
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Recognition of separable variables: It is important to recognize when an equation is separable, meaning it can be written in the form dy/dx = g(x)h(y). This form allows you to separate the variables and integrate.
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Understand the relationship between differential equations and physical phenomenon: Most physical phenomena can be expressed in terms of differential equations. Astronomy, optics, heat conduction, and electricity and magnetism are areas where differential equation models are often used.
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Knowing homogeneous differential equations: If the differential equation dy/dx = f(x,y) can be transformed to the type dy/dx = g(y/x) or dy/dx = g(x/y), the equation is said to be homogeneous.
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Be familiar with integrating factors: An integrating factor is a function that is chosen to facilitate the solution of a given equation, particularly a linear first-order differential equation with variable coefficients.
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Understand the application and interpretation of initial value problems: An initial value problem involves finding a particular solution to a differential equation which meets a specific condition at a specified value of the independent variable.
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Recognize and solve exact differential equations: An inexact differential equation can sometimes be turned into an exact differential equation using an integrating factor.
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Know how first-order differential equations are used in a wide range of contexts to model situations where one quantity is changing with respect to another.
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Ability to interpret the solution to differential equations in context, including recognising equilibrium solutions and interpreting their stability.
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Understand the Euler’s method: Euler’s method provides a numerical approximation to the solutions of a first-order differential equation when analytical solutions are difficult to find.
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Often, evaluating the behavior of solutions as they approach infinity, or the behavior at specific points, is a crucial part of the overall problem-solving strategy.