When the displayed equality holds, the two nonzero eigenvalues of the three-state cyclic conversion model coincide at . The positive cyclic rates force each eigenspace to have dimension at most one: if its coordinate vanished, the first eigenvector equation would force , and then the third would force . Thus the repeated eigenvalue has only one eigenvector direction and the matrix is not diagonalizable. A length-two Jordan chain produces both and transients. The rates give an explicit example with .
Past exam of the mathematical methods I course of the University of Oxford 2014 11 i Solution 2026-10-25
Reading the coefficients in the ordered concentration vector gives the linear system of ordinary differential equationsIts columns sum to zero, so . This three-state cyclic conversion model conserves total concentration.