THE GARDEN
Updated 01 Oct 2026
iteratively solves a linear system using the newest available component values
xi(k+1)=[bi−∑j<iaijxj(k+1)−∑j>iaijxj(k)]/aiix_i^{(k+1)}=[b_i-\sum_{j<i}a_{ij}x_j^{(k+1)}-\sum_{j>i}a_{ij}x_j^{(k)}]/a_{ii}
with A=D+L+UA=D+L+U, TGS=−(D+L)−1UT_{GS}=-(D+L)^{-1}U.
convergence from every starting vector requires ρ(TGS)<1\rho(T_{GS})<1.
strict row diagonal dominance or symmetric positive definiteness are sufficient conditions.
Jacobi Method
Successive Over-Relaxation
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Paths through the garden