Evolutionary Systems in an Asymptotic Split Phase Space

Stochastic evolutionary systems described by processes with locally independent increments are considered with Markov switching in a split state space having a stoppage state. The average and diffusion approximation limit theorems are established. The application of limit theorems in maintenance and reliability problems are discussed.