A differential equation is an equation relating some function f to one or more of it's derivatives. (Krantz - Differential Equations Demystified).
Examples of DEs:
1.
2.
3.
4.
5.
6.
Classification by type
Under this classification we have Ordinary Differential Equations (ODEs) and Partial Differential Equations (PDEs).
A DE containing only ordinary derivatives of one or more dependent variable(s) with respect to a single independent variable, is said to be an ODE.
Examples of ODEs are equations (1 - 4).
A DE involving partial derivatives of one or more dependent variable(s) with respect to more than one independent variables is called a PDE.
Examples of PDEs are equations ( 5 & 6).
Differential Equations can further be classified by order, degree and linearity.
Classification by order, degree and linearity
Both ODEs and PDEs can be classified depending on the order of the highest derivative appearing in the equation.
The order of a DE (ODE or PDE) is the order of the highest derivative in the equation.
Degree of a DE is the power of the highest derivative in the equation.
Examples: equation (1) is a first-order ODE, equations (2) and (3) are second-order ODEs, equation (5) is a first-order PDE, and equation (6) is a second-order PDE.
Next, we consider the classification by linearity of the general
An ODE of order
where
Generally, for linear ODEs:
(a) The dependent variable
(b) Each coefficient depends only on the independent variable
(c) Functions of
Examples of linear ODEs are equations (1) & (2).
Examples of non-linear ODEs include equation (3).
Linear ODEs can also be classified according to the nature of coefficients of the dependent variables and their derivatives. For examples, ODE (2) is linear with constant coefficients while ODE (1) is linear with variable coefficient.
An ODE that is not linear is said to be linear.
Differential Equations (DEs)As Mathematical Models
When Mathematical modelling is used to describe physical, chemical or biological phenomena in sciences and engineering, one of the most common results of the process is a system of ODEs or PDEs.
DE problems involve objects that obey certain scientific laws. The laws involve rates of change of one or more quantities with respect to other quantities. These rates of change are mathematically expressed in terms of derivatives.
In the next lessons, we will explore several examples of DEs models that originate from the real-world problems.
Solutions to ODES
Given an
its solution is a function
Solution to DE can be implicit or explicit.
A solution to DE in which the dependent variable is expressed solely in terms of the independent variable(s) and constant is said to be an explicit solution. We can think of an explicit solution as an explicit formula,
An implicit solution to DE is a relation