In this correspondence, we analyzed the automata algorithm for relaxation labeling [ 11 for the case of symmetric compatibility functions. It is proved that starting with any initial label probabilities, the algorithm always converges to a consistent labeling. Further, all consistent unambiguous labelings are locally asymptotically stable. The algorithm analyzed in this correspondence has been ...

Sampling is a general concept that has many applications in various domains. The idea of representing sampling as a pattern is to guarantee a reusable core. The stable sampling analysis pattern is introduced and defined as a solution for providing the core knowledge of the sampling problem itself. In order to achieve this goal, the Sampling pattern is b uilt based on the software stability conc...

Example Consider a banking institution, where customers have accounts of different types, e.g., checking, savings, loan, mortgage, etc. Customers use these accounts to handle their financial transactions, e.g., they sign checks for payments, they deposit money in their accounts, etc. Customers receive bank cards to facilitate their transactions. For the convenience of their customers, the bank ...