I have a set of matrix, which is:
- Real symmetric positive definite. Very sparse.
- Diagonal elements are positive while off-diagonal elements are negative.
- aii=−n∑j=1j≠iaij
- aii∈(0,1]
- aij∈(−1,0] when i≠j
My experiments show that the largest eigenvalue of all the matrices I have are larger than 1. Can some one help me on proving that λmax>1 for this matrix?
My first though is to prove that Ax=λx<x does not hold. But I couldn't get any break through. Thanks!
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