We present a new performance evaluation tool based on the analysis of large Markov chains and Stochastic Automata Networks. Using some graph theoretical arguments, we show how to systematically perform state reduction. The graph properties can be checked easily because we take advantage of the tensorial construction of the Markov chain from the Stochastic Automata Network.

Change of land use cover (LULC) has been known globally as an essential driver environmental change. Assessment LULC change is the most precise method to comprehend past use, types changes be estimated, forces and developments behind changes. The aim study was assess temporal spatial dynamics predict future using Landsat images LCM (Land Modeler) by considering drivers dynamics. research conduc...

the notion of infinite order markov process is introduced and the markov property of the flow of information is established.

investors use different approaches to select optimal portfolio. so, optimal investment choices according to return can be interpreted in different models. the traditional approach to allocate portfolio selection called a mean - variance explains. another approach is markov chain. markov chain is a random process without memory. this means that the conditional probability distribution of the nex...

Cellular automata are widely used to model real-world dynamics. We show using the DomanyKinzel probabilistic cellular automata that alternating two supercritical dynamics can result in subcritical dynamics in which the population dies out. The analysis of the original and reduced models reveals generality of this paradoxical behavior, which suggests that autonomous or man-made periodic or rando...

Interpretation : Lake Mogan, having high ecological and cultural significance, has been under intense pressure of urbanization and industrialization due to its location on the periphery of the capital Ankara. In this study, we analyzed data from satellite remote sensing, Geographic Information System and Cellular Automata Markov Chain modelling to predict land use/cover changes in Lake Mogan an...