Intelligent systems introduce methods of extracting rules from data and construct models for optimizing the use of resources. In distributed environment, object group models are designed for the system scalability and accessibility of the objects to each group. However, dynamic grouping using knowledge extraction from group of objects is not considered which provides efficient search for approp...

In this paper, an integrated machine scheduling withits due date setting problem has been considered. It is assumed that the machine is subject to some kind of random unavailability. Due dates should be set in an attractive and reliable manner, implying that they should be short and possible to be met. To this end, first, long due dates are penalized in the objective function. Then, for each cu...

The goal of this document is to provide a computationally practical guide to game-theoretic problems. We discuss the current intractibility of finding Nash Equilibria exactly, and of even specifying a game in normal form for a large number of players. But hope is not lost. Efficiently computable solution concepts are presented as alternatives to Nash Equilibria, with a corresponding notion of P...

In enterprise management, there are often multiple agents competing for the same products to reduce production cost. On this basis, paper investigates a two-agent slack due-date single-machine scheduling problem with deteriorating jobs, where processing time of job is extended as function position-dependent workload, resource allocation and common deterioration rate. The goal find optimal seque...