In this paper, we study the determinants, inverses and eigenvalues of two symmetric matrices with Fibonacci numbers as elements. Besides, we use the explicit inverse matrices to solve the linear equations with these matrices as coefficient matrices, and give general formulas. Finally, we propose two algorithms to calculate the product of above matrices and any vector.

symmetric matrix, Fibonacci number, determinant, inverse, eigenvalue, system of linear equations.