Kategorien: Alle - laplace - analyze

von Michael Lopez Vor 12 Jahren

936

Differential Equation

The process of solving second-order nonlinear differential equations involves several mathematical techniques. Initially, one may linearize the system near an equilibrium to analyze its behavior.

Differential Equation

Differential Equation

Higher-order

Second-order

Linearize

Analyze a related linear system of an autonomous nonlinear system near an equilibrium

Find numerical solution through Euler's Method

Linear
f(t) not equal to zero

Nonhomogeneous

Constant Coefficients: ay"+by'+cy=f(t)

yh=(e^αt)(c1cosβt+c2sinβt)

yh=c1e^(rt)+c2te^(rt)

Find yp the same way as for Δ>0

yh=c1e^(r1t)+c2e^(r2t)

Find yp by variation of parameters

yp=v1y1+v2y2, where v1'=-y2f/W(y1,y2) and v2'=y1f/W(y1,y2)

If f(t) has the form of two families, we mix the two: for example, y"-y'-2y=(t^2)e^t

Then yp=(At^2+Bt+C)e^t

If f(t) is in Polynomial Family: for example, y"-y'-2y=3t^2-1

Then yp=At^2+Bt+C

Solve for A, B, and C: Find yp', plug it in for y', then find yp", plug it in for y", plug yp in for y. Equate coefficients.

If f(t) is in Trig Family: for example, y"-y'-2y=2cos3t

Then yp=Acos3t+Bsin3t

Solve for A and B: Find yp', plug it in for y', then find yp", plug it in for y", plug yp in for y. Use two equations and two unknowns.

If f(t) is in Exp Family: for example, y"-y'-2y=2e^-3t

Then yp=Ae^-3t

Solve for A: Find yp', plug it in for y', then find yp", plug it in for y", plug yp in for y.

y(t)=yh+yp

f(t) equal to zero

Homogeneous

Two-dimensional system: x'=Ax, Where A is a matrix of constants.

Find Eigenvalues(λ1 and λ2) and Eigenvectors(v1 and v2)

Nonreal Eigenvalues

λ1 and λ2 are of the form α±βi v1 and v2 are of the form p±iq

Xre=e^αt(cosβtp-sinβtq) Xim=e^αt(sinβtp+cosβtq)

x(t)=c1Xre(t)+c2Xim(t)

Real Eigenvalues

x(t)=c1e^(λ1t)v1+c2e^(λ2t)v2

Constant Coefficients: ay"+by'+cy=0

Undamped Harmonic Oscillator:mẍ+bẋ+kx=0, where b=0

x(t)=c1 cosω0 t+c2 sinω0 t, where ω0=√(k/m)

Δ=b^2-4ac

For Δ<0: r1,r2=α±βi, α=-b/2a, β=√(-∆)/2a

y(t)=(e^αt)(c1cosβt+c2sinβt)

For Δ=0: r=-b/2a

y(t)=c1e^(rt)+c2te^(rt)

For Δ>0: r1=(-b+√∆)/2a and r2=(-b-√∆)/2a

y(t)=c1e^(r1t)+c2e^(r2t)

Use IVP to solve for c1 and c2

First-order

Nonlinear
Qualitative Analysis

Logistic Equation

y'=r(L-y/L)y, where r is called the initial growth rate, and L is called the carrying capacity

Linear: dy/dt+p(t)y=f(t)
Perform a Laplace transform of f(t) to get F(s)

Perform a Laplace transform of the equation to get Y(s)

Use the inverse Laplace transform on F(s) and Y(s) to get y(t)

Solve y(t) by using the IVP

Solve Using the Euler-Lagrange Method

Find the solutions to the homogeneous equation: yh=ce^-∫p(t)dt

Solve: v'(t)e^-∫p(t)dt=f(t) for v(t)

Obtain a particular solution: yp=v(t)e^-∫p(t)dt

Combine the solutions to the homogeneous equation and the particular solution: y(t)=yh+yp

Solve Using the Integrating Factor Method

y=(e^-∫p(t)dt)+∫(f(t)e^∫p(t)dt)dt+ce^-∫p(t)dt

Use IVP to solve for c