A general way to construct chain models with certain Lie algebraic or
quantum Lie algebraic symmetries is presented. These symmetric models
give rise to series of integrable systems. As an example the chain mod
els with A, symmetry and the related Temperley-Lieb algebraic structur
es and representations are discussed. It is shown that corresponding t
o these A, symmetric integrable chain models there are exactly solvabl
e stationary discrete-time (resp. continuous-time) Markov chains with
transition matrices (resp. intensity matrices) having spectra which co
incide with the ones of the corresponding integrable models.