%0 Journal Article %T EQPro. Algorithm for Studying a Special Case of the Initial Distributionof the Markov Transition Matrixwith Theoretical and Numerical Applications %J American Journal of Mathematics and Statistics %@ 2162-8475 %D 2013 %I %R 10.5923/j.ajms.20130301.06 %X This paper concentrates on deriving a formula for a special case of the initial distribution of the Markov transition probability matrixwithassumingall the probabilities being equal.A Markov Chain [7]is a mathematical system that undergoes transitions from one to another state. Markov chains have many applications as statistical models of real-world processes. This paper gives a procedure to make the transition probabilities calculation easier. %K Markov Chain %K Transition Probability Matrix %K EQPro %K (Equal Probabilities) %K Queuing Models %K Inventory System %K Storage Models %U http://article.sapub.org/10.5923.j.ajms.20130301.06.html