Forming a matrix using Euler's method and ODE

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SUMMARY

The discussion focuses on forming a matrix using Euler's method in the context of ordinary differential equations (ODEs). The operator L is defined as Lx = x'(t) + u(t)x(t) = 0, with the initial condition x(t0) = x0. Euler's method is articulated as x(t_{n+1}) = x(t_n) + Δt f(x_n, t_n), where f(x_n, t_n) corresponds to x'(t_n). The transformation of the original ODE is clarified by substituting x'(t) with -u(t)x(t).

PREREQUISITES
  • Understanding of ordinary differential equations (ODEs)
  • Familiarity with Euler's method for numerical integration
  • Knowledge of matrix representation in differential equations
  • Basic concepts of initial value problems
NEXT STEPS
  • Study the derivation of Euler's method in detail
  • Explore matrix methods for solving ODEs
  • Learn about stability analysis in numerical methods
  • Investigate advanced numerical techniques like Runge-Kutta methods
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Mathematicians, engineers, and students involved in numerical analysis, particularly those working with differential equations and numerical methods for solving initial value problems.

jaobyccdee
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L is the operator. Lx=x'(t)+u(t) x(t) =0. Provided that x(t0)=x0.
Before writing the matrix. The book express it out in equations.
x(t0)==x0
x(t1)-x(t0)+Δt u(t0) x(t0)==0
x(t2)-x(t1)+Δt u(t1) x(t1)==0
...
Euler's method is x(t0)+Δt f[x0,t0], right?
so where did the x'(t) from the original ODE goes?
 
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Hi jaobyccdee! :smile:

Euler's method is [itex]x(t_{n+1}) = x(t_n) + \Delta t f(x_n, t_n)[/itex], where [itex]f(x_n, t_n) = x'(t_n)[/itex].

With Lx=x'(t)+u(t) x(t) =0, it follows that x'(t)=-u(t) x(t).

Substitute, rewrite the equation, and your equations should follow...
 
Thx!:)
 

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