The document presents information about differential equations including:
- A definition of a differential equation as an equation containing the derivative of one or more variables.
- Classification of differential equations by type (ordinary vs. partial), order, and linearity.
- Methods for solving different types of differential equations such as variable separable form, homogeneous equations, exact equations, and linear equations.
- An example problem demonstrating how to use the cooling rate formula to calculate the time of death based on measured body temperatures.
This presentation gives the basic idea about the methods of solving ODEs
The methods like variation of parameters, undetermined coefficient method, 1/f(D) method, Particular integral and complimentary functions of an ODE
This ppt covers the topic of B.Sc.1 Mathematics,unit - 5 , paper - 2, calculus- Introduction of Linear differential equation of second order , complete solution in terms of known integral belonging to the complementary function.
Differential Equations Lecture: Non-Homogeneous Linear Differential Equationsbullardcr
A lecture I presented in Differential Equations, Spring 2006. This was supplemented with a hands-on solution to a random problem with variables designated by students in the class.
Analytic Function, C-R equation, Harmonic function, laplace equation, Construction of analytic function, Critical point, Invariant point , Bilinear Transformation
This presentation gives the basic idea about the methods of solving ODEs
The methods like variation of parameters, undetermined coefficient method, 1/f(D) method, Particular integral and complimentary functions of an ODE
This ppt covers the topic of B.Sc.1 Mathematics,unit - 5 , paper - 2, calculus- Introduction of Linear differential equation of second order , complete solution in terms of known integral belonging to the complementary function.
Differential Equations Lecture: Non-Homogeneous Linear Differential Equationsbullardcr
A lecture I presented in Differential Equations, Spring 2006. This was supplemented with a hands-on solution to a random problem with variables designated by students in the class.
Analytic Function, C-R equation, Harmonic function, laplace equation, Construction of analytic function, Critical point, Invariant point , Bilinear Transformation
AI and Machine Learning Demystified by Carol Smith at Midwest UX 2017Carol Smith
What is machine learning? Is UX relevant in the age of artificial intelligence (AI)? How can I take advantage of cognitive computing? Get answers to these questions and learn about the implications for your work in this session. Carol will help you understand at a basic level how these systems are built and what is required to get insights from them. Carol will present examples of how machine learning is already being used and explore the ethical challenges inherent in creating AI. You will walk away with an awareness of the weaknesses of AI and the knowledge of how these systems work.
1. DATE : 09th October 2012
DIFFERENTIAL
EQUATION
PRESENTED BY : POKARN NARKHEDE
2. History of the Differential Equation
Period of the invention
Who invented the idea
Who developed the methods
Background Idea
3. Differential Equation
y ( 2 y ydx 0
y x)
n
d y
n
Economics
y f( x )
FUNCTION
2
DERIVATIVE
dy
S
2
y e 2 xe
x x
dx Chemistry
(- , )
R
Mechanics
Biology
Engineering
4. LANGUAGE OF THE DIFFERENTIAL EQUATION
DEGREE OF ODE
ORDER OF ODE
SOLUTIONS OF ODE
GENERAL SOLUTION
PARTICULAR SOLUTION
TRIVIAL SOLUTION
SINGULAR SOLUTION
EXPLICIT AND IMPLICIT SOLUTION
HOMOGENEOUS EQUATIONS
NON-HOMOGENEOUS EQUTIONS
INTEGRATING FACTOR
5. DEFINITION
A Differential Equation is an equation containing the derivative of one or
more dependent variables with respect to one or more independent
variables.
For example,
7. Classifiation by Type:
Ordinary Differential Equation
If a Differential Equations contains only ordinary derivatives of one or
more dependent variables with respect to a single independent variables, it
is said to be an Ordinary Differential Equation or (ODE) for short.
For Example,
Partial Differential Equation
If a Differential Equations contains partial derivatives of one or more
dependent variables of two or more independent variables, it is said to be a
Partial Differential Equation or (PDE) for short.
For Example,
8. Classifiation by Order:
The order of the differential equation (either ODE or PDE) is the order of the
highest derivative in the equation.
For Example,
Order = 3
Order = 2
Order = 1
General form of nth Order ODE is
= f(x,y,y1,y2,….,y(n))
where f is a real valued continuous function.
This is also referred to as Normal Form Of nth Order Derivative
So, when n=1, = f(x,y)
when n=2, = f(x,y,y1) and so on …
9. CLASSIFICATIONS BY LINEARITY
Linear
Order ODE is said to be linear if F( x , y , y , y ,......, y ) 0
th (n)
The n
is linear in y 1 , y 2 , ......., y n
In other words, it has the following general form:
n n1 2
d y d y d y dy
an ( x) n
an1( x ) n1
...... a 2 ( x ) 2
a1 ( x ) a0 ( x ) y g( x )
dx dx dx dx
dy
now for n 1, a1 ( x ) a0 ( x ) y g( x )
dx
2
d y dy
and for n 2, a2 ( x) 2
a1 ( x ) a0 ( x ) y g( x )
dx dx
Non-Linear :
A nonlinear ODE is simply one that is not linear. It contains nonlinear
functions of one of the dependent variable or its derivatives such as:
siny ey ln y
Trignometric Exponential Logarithmic
Functions Functions Functions
10. Linear
For Example, y x dx 5 x dy 0
y x 5 xy 0
5 xy y x
st
which are linear 1 Order ODE
Likewise,
Linear 2nd Order ODE is y 5 x y y 2 x
2
y x y 5 y e
x
Linear 3rd Order ODE is
Non-Linear
For Example, 1 y y 5 y e
x
y cos y 0
y 0
(4) 2
y
11. Classification of Differential Equation
Type: Ordinary Partial
Order : 1st, 2nd, 3rd,....,nth
Linearity : Linear Non-Linear
12. METHODS AND TECHNIQUES
Variable Separable Form
Variable Separable Form, by Suitable Substitution
Homogeneous Differential Equation
Homogeneous Differential Equation, by Suitable Substitution
(i.e. Non-Homogeneous Differential Equation)
Exact Differential Equation
Exact Differential Equation, by Using Integrating Factor
Linear Differential Equation
Linear Differential Equation, by Suitable Substitution
Bernoulli’s Differential Equation
Method Of Undetermined Co-efficients
Method Of Reduction of Order
Method Of Variation of Parameters
Solution Of Non-Homogeneous Linear Differential Equation Having nth
Order
13.
14. Problem
In a certain House, a police were called about 3’O Clock where a
murder victim was found.
Police took the temperature of body which was found to be34.5 C.
After 1 hour, Police again took the temperature of the body which
was found to be 33.9 C.
The temperature of the room was 15 C
So, what is the murder time?
15. “ The rate of cooling of a body is
proportional to the difference
between its temperature and the
temperature of the surrounding
air ”
Sir Issac Newton
16. TIME(t) TEMPERATURE(ф)
First0
t = Instant Ф = 34.5OC
Second Instant
t=1 Ф = 33.9OC
1. The temperature of the room 15OC
2. The normal body temperature of human being 37OC
17. Mathematically, expression can be written as –
d
15 . 0
dt
d
k 15 . 0
dt
where ' k' is the constant of proportion ality
d
k .dt .... (Variable Separable Form )
15 . 0
ln 15 . 0 k.t c
where ' c' is the constant of integratio n
18. ln (34.5 -15.0) = k(0) + c
c = ln19.5
ln (33.9 -15.0) = k(1) + c
ln 18.9 = k+ ln 19
k = ln 18.9 - ln 19
= - 0.032
ln (Ф -15.0) = -0.032t + ln 19
Substituting, Ф = 37OC
ln22 = -0.032t + ln 19
ln 22 ln 19
t 3 . 86 hours
0 . 032
3 hours 51 minutes
So, subtracting the time four our zero instant of time
i.e., 3:45 a.m. – 3hours 51 minutes
i.e., 11:54 p.m.
which we gets the murder time.