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Sectional forward Euler converges globally with first-order error
Statement
Fix a finite grid and a final time . Let be the exact finite sectional solution from Finite sectional dynamics have a unique global positive solution, with nonnegative initial data and augmented mass . Let be an integer, set , initialize , and apply Forward Euler for a finite sectional balance with a positivity CFL for steps, with a uniform CFL bound . Then there is a constant , independent of , such that
The constant may depend on the grid, rates, mass, and final time. This is convergence to the specified finite-dimensional sectional ODE; it does not include grid or cutoff error.
Facts & Assumptions
Given: The fixed finite-dimensional autonomous ODE, its nonnegative exact solution, the shared initial state , the fixed-time mesh , and the uniform positivity CFL.
Finite sectional dynamics have a unique global positive solution: the unique global nonnegative exact solution obeys and for initial augmented mass .
Forward Euler for a finite sectional balance with a positivity CFL: each successful update is forward Euler .
The sectional forward-Euler step is positive and conserves augmented mass: each accepted step stays in the same compact nonnegative mass simplex.
Forward Euler has uniform local order one and a one-step Lipschitz bound: for a field with the field and its first derivatives bounded on an open cylinder with convex state fibers, forward Euler has local defect when the exact path and every exact-start Euler input/output pair lie in a common compact tube; the derivative bound gives the one-step factor for inputs in a common state fiber.
Global error from uniform one-step defect and stability: with a common compact tube having positive margin in the open domain and containing the exact path, numerical states, and method stages, a uniform local defect and one-step factor imply a fixed-time global error bound .
Proof
Use the finite event polynomials to extend to all real augmented states, and use the Euler map there. This map agrees with every successful algorithm step; the error analysis may evaluate it at other states without imposing the algorithm's acceptance test. Let , a compact box since the grid is finite and each . The exact path lies in by [F1]; starting from , repeated application of [F3] puts every numerical state in the nonnegative augmented-mass simplex of mass , which is contained in . Set and ; these are finite because is polynomial. Since , every exact-start Euler output obeys . Thus the exact path, all successful numerical states and Euler stage states, and the exact-start Euler inputs and outputs all lie in the compact tube . This tube lies with positive margin in the bounded open cylinder , whose state fibers are convex. The time-independent finite polynomial field and its first derivatives are bounded on . Hence [F4] applies uniformly to every local defect, including the exact-start Euler output, and gives defect ; its derivative bound also gives the one-step factor for inputs in .
Apply [F5] with initial error zero, the fixed mesh , and the common compact tube from step 1.1. It gives , as claimed.
Depends on
- Forward Euler for a finite sectional balance with a positivity CFL
- Finite sectional dynamics have a unique global positive solution
- The sectional forward-Euler step is positive and conserves augmented mass
- Forward Euler has uniform local order one and a one-step Lipschitz bound
- Global error from uniform one-step defect and stability
Used by
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Sources
- Ernst Hairer, course notes, Chapter III: Équations Différentielles Ordinaires, §§III.2–III.3 (standard reference, not scraped)