4 the solutions are stable while for s<4 are stable but with much smaller amplitudes than the solutions for s>4. The main interest of this work was the statistical properties of the nonlinear systems. For this purpose we thermalized nonlinear lattices through Langevin equations of motion. We found that due to thermal fluctuations DBs are generated and annihilated. Once they are generated, they survive under Langevin forces with limited lifetime. The presence of discrete breathers is indicated by the slow decay of the energy correlation functions as a function of time. We studied further a one-dimentional model with a specific form of nonlinear on-site potential and found that this model exhibits an energy threshold; there is aspectral region where breathers are unstable and in order to excite stable breathers it is necessary to overcome the energy threshold. Although this property has been observed in three-dimentional models, this is the first evidence in one-dimentional problems. We determined numerically the spectral gap and then thermalized the lattice. We found that the gap is clearly manifested at small couplings through a large spectral contribution in the linerized phonon region that is not shifted strongly with temperature. We then investigated the equilibrium thermodynamics of a lattice with hard 0 on-site potential using the Transfer Integral technique that gives exact results in the thermodynamic limit. we computed the specific heat as a function of temperature that shows a smooth behavior and consequently no phase transition can occur. The issue of phase transition is nonlinear models that exhibit breather solutions is not very clear; a model that describe thermal denaturation of DNA involving nearest-neighbor nonlinear interactions and a Morse on-site potential clearly exhibits an entropy-driven transition. This is due however to the plateau that the Morse on-site potential contains and makes the particle dynamics unbounded. Other studies in the Discrete Nonlinear Schrodinger Equation demonstrate that DBs can induce a phase transition. In our work we computed the eigenvalues of Transfer operator for a nonlinear ladder model that shows different behavior for strong enough coupling between the chains in the low and higher temperature regime that may lead to a phase transition. finally we constructed a pseudospin Ising model motivated by the natural bimodality that DBs induce in nonlinear thermalized lattices. we observed that a thermalized lattice is split into regions of high energy accumulation where breathers dominate as well as regions of low energy accumulation where linear and quasilinear modes exist.We followed standard techniques from the theory of spin glasses and found that the nonlinear model has "glassy" character in high enough temperatures where breathers dominate in the system. The computations have been done in thermalized lattices that were not in thermal equilibrium. we showed that the high temperature phase corresponds to an average over the specific sectors of the phase space that is related to the presence of the nonlinear localized modes and not to the entire system phase space as we have done using the Transfer Integral technique. Even though we performed much computational analysis and introduced new ideas in the field we believe that several new questions ghave appeared that need to be addressed in the future. Specifically, the application of the TI technique in multiple ladders would give a clearer indication to the possibility to describe nonlinear lattice thermodynamics through replicas. Furthermore, a computational approach needs to be developed that will handle correctly the return to the single replica limit. In the contex of the pseudospin Ising model on the other hand a more detailed investigation is needed through a Potts model that we think might be more realistic. the latter is a generalization of the Ising model by extending the number of directions of the spins, consequently we would have to descretize the energies not only by a two state system as we performed in pseudospin Ising representation but in a larger state system. Finally we have to mention that in this work we used mainly autocorrelation functions. In general the nonequilibrium processes described more efficiently by two-time correlation functions.In out of equilibrium systems the correlation functions depend on the waiting or "aging" time. Further investigation is required by using two-time correlation functions that will give better information for the long-lived nonlinear localized modes that induce slow relaxation phenomena.. Types: Τύπος Εργασίας--Διδακτορικές διατριβές, text" />
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