File:Gershgorin Disk Theorem Example.svg

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Summary

Description
English: Gershgorin disk theorem example. This diagram shows the discs in yellow derived for the eigenvalues. The first two disks overlap and their union contains two eigenvalues. The third and fourth disks are disjoint from the others and contain one eigenvalue each.
Date
Source Own work
Author Nicoguaro
SVG development
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This plot was created with Matplotlib.
Source code
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Python code

import numpy as np
import matplotlib.pyplot as plt

# Graph setup
yellow = "#e9eabb"
blue = "#122a8c"
gray = '#757575'
plt.rcParams["text.color"] = gray
plt.rcParams["font.size"] = 12
plt.rcParams["xtick.color"] = gray
plt.rcParams["ytick.color"] = gray
plt.rcParams["axes.labelcolor"] = gray
plt.rcParams["axes.edgecolor"] = gray
plt.rcParams["axes.spines.right"] = False
plt.rcParams["axes.spines.top"] = False


A = np.array([
  [10, -1, 0, 1],
  [0.2, 8, 0.2, 0.2],
  [1, 1, 2, 1],
  [-1, -1, -1, -11]])
vals = np.linalg.eigvals(A)
fig = plt.figure(figsize=(6, 4))
for cont, val in enumerate(vals):
    real = np.real(val)
    imag = np.imag(val)
    center = A[cont, cont]
    radius = sum(np.abs(A[cont, k]) for k in range(4) if k != cont)
    circle = plt.Circle((center, 0), radius, color=yellow)
    plt.plot(real, imag, color=blue, marker="x", linewidth=0)
    plt.gca().add_artist(circle)

plt.legend(["Eigenvalues"], frameon=False)
plt.xlabel("Real axis")
plt.ylabel("Imaginary axis")
plt.yticks([-10, -5, 0, 5, 10])
plt.axis("image")
plt.xlim(-15, 15)
plt.ylim(-10, 10)
plt.savefig("Gershgorin Disk Theorem Example.svg", bbox_inches="tight")
plt.show()

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w:en:Creative Commons
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Captions

Gershgorin disk theorem example.

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inception

15 February 2019

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Date/TimeThumbnailDimensionsUserComment
current19:44, 15 February 2019Thumbnail for version as of 19:44, 15 February 2019503 × 344 (24 KB)NicoguaroUser created page with UploadWizard
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