A hub and nine spokes
is the symmetric matrix with for and every other entry 0. (It is the adjacency matrix of a star: one centre joined to nine leaves.)
Find the largest eigenvalue of .
Fractions, decimals with at least 3 significant digits, and expressions such as sqrt(2)/2, e^-1 or pi/4.
What is the rank of ? How many eigenvalues can be nonzero?
Use two facts about a symmetric matrix: the eigenvalues add up to the trace, and their squares add up to the sum of the squares of all entries.
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Idea. The matrix has rank 2, so only two eigenvalues are nonzero. The trace and the sum of squared entries pin them down without any characteristic polynomial.
Step 1: rank. Rows 2 to 10 are all equal to , and row 1 is . So the rank is 2, and 0 is an eigenvalue 8 times. Call the other two and .
Step 2: trace. The diagonal is zero, so .
Step 3: squares. For a symmetric matrix, . The matrix has 18 entries equal to 1, so , and with , .
So the eigenvalues are , and (eight times), and the largest is 3.
Check with an eigenvector. Take . Then and for . In general a star with leaves has largest eigenvalue .