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Jacobi Iteration Calculator

Free online jacobi iteration calculator. Enter your values and get instant results with the formula, step-by-step working, a worked example and FAQs — everything runs locally in your browser on Calcton, no signup required.

中文版:雅可比迭代计算器

Jacobi Iteration Calculator
系数矩阵 A(分号分行,逗号分列,2 阶到 8 阶)
右端向量 b(逗号分隔,个数与阶数一致)

原理:把方程组第 i 个方程改写成 xᵢ = (bᵢ − Σⱼ≠ᵢ aᵢⱼxⱼ)/aᵢᵢ,迭代时右端一律用上一轮旧值——实现最简单、天然并行;矩阵严格对角占优或对称正定时保证收敛。

步骤:① 输入系数矩阵与右端向量;② 点击求解;③ 对比解向量、迭代轮数与残差。

示例:A = [[4, 1, 0], [1, 5, 1], [0, 1, 4]]、b = [6, 14, 14](精确解 [1, 2, 3])时,23 轮收敛到 10⁻¹⁰ 精度;同一矩阵高斯-赛德尔大约只用一半轮数。

注意事项:对角元 aᵢᵢ 为零会直接除零,需先换行;非对角占优的矩阵可能振荡发散,此时应换直接法或预处理;雅可比的价值在大型稀疏矩阵的并行场景,串行小矩阵用高斯-赛德尔更快。

相关:高斯-赛德尔计算器用新值加速同一迭代;SOR 计算器引入松弛因子进一步提速;格尔什戈林圆盘计算器从结构上判断收敛性。

How to use the Jacobi Iteration Calculator

  1. Fill in the inputs with your own numbers — every field shows what it expects.
  2. The result updates instantly as you type; no "Calculate" click needed.
  3. Read the result card for the main figure, the step-by-step formula, and practical notes.

Frequently asked questions

Is the Jacobi Iteration Calculator free?

Yes — all math calculators on Calcton are free, with no sign-up required. Your inputs are processed in your browser and never sent to a server.

Is there a Chinese version of this tool?

Yes. Use the Chinese version link above — it is the same calculator with the interface in Simplified Chinese.

References

Formulas and benchmarks used by this calculator follow these published sources.

  1. dlmf.nist.gov
  2. mathworld.wolfram.com
Kevin's profile

KevinContent LeadCalcton Editorial Team · Last updated 2026-10-04

Kevin maintains Calcton's formula verification and content: every calculator cites the standard it implements, worked examples are recomputed programmatically, and health benchmarks follow WHO and international guidelines.

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