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Chapter 6 Differential Equations
Chem Math 252 Chapter 6 Differential Equations
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Differential Equations
Many problems in physical chemistry (eg. kinetics, dynamics, theoretical chemistry) require solution to a differential equation Many can not be solved analytically Deal only with first order ODE Higher order equations can be reduced to a system of 1st order DE
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Differential Equations
Simplest form Can integrate analytically or numerically (using techniques of Chapter 4)
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Differential Equations
General case Many simpler problems can be solved analytically Many involve ex However, in chemistry (physics & engineering) many problems have to be solved numerically (or approximately)
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Picard Method Can not integrate exactly because integrand involves y
Approximate iteratively by using approximations for y Continue to iterate until a desire level of accuracy is obtained in y Often gives a power series solution
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Picard Method – Example
Continue to iterate until a desire level of accuracy is obtained in y
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Picard Method – Example 2
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Euler Method Assume linear between 2 consecutive points
Between initial point and 1st (calculated) point User selects Dx Need to be careful - too big or too small can cause problems
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Euler Method – Example
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Taylor Method Based on Taylor expansion
Euler method is Taylor method of order 1 Use chain rule
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Taylor Method – Example
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Improved Euler (Heun’s) Method
Euler Method Use constant derivative between points i & i+1 calculated at xi Better to use average derivative across the interval yi+1 is not known Predict – Correct (can repeat)
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Improved Euler Method – Example
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Modified Euler Method Modified Euler Method
Use derivative halfway between points i & i+1
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Modified Euler Method – Example
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Runge-Kutta Methods Improved and Modified Euler Methods are special cases 2nd order Runge-Kutta 4th order Runge-Kutta Runge Kutta Runge-Kutta-Gill
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Runge Methods
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Kutta Methods
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Runge-Kutta-Gill Methods
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Systems of Equations All the previous methods can be applied to systems of differential equations Only illustrate the Runge method
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Systems of Equations – Example 1
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Systems of Equations – Example 2
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Systems of Equations – Example 3
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Systems of Equations – Example 4
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Systems of Equations – Example 5
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