I work on research problems centered around the theme of using automated planning systems as mediators for human-machine teams. Automated planning – a sub-field of Artificial Intelligence that deals with reasoning and the synthesis of plans for autonomous, intelligent agents – has seen many speedup and scalability advances in the past decades. Beginning with Shakey the robot and the STRIPS plan...

Currently, there is still a strong trend in research and the market connected with role of 3PL (third-party logistics) companies developing creating coordination logistics networks. The most important issue for following paper examination enterprise, which able to create demand forecasts gain functions fields inventory management transportation planning. This focuses on showing forecasting tool...

Planning is a diÆcult and fundamental problem of AI. An alternative solution to planning may lie in applying Genetic Programming to the planning problem. As such a Genetic Planner was constructed to assess the feasibility of this idea. This paper introduces the topics of Genetic Programming and Genetic Planning and introduces the algorithm used to implement the Genetic Planner. The Genetic Plan...

In this paper, a bi-objective model is presented for dynamic and integrated network design of a new entrant competitive closed-loop supply chain. To consider dynamism and integration in the network design problem, multiple long-term periods are regarded during planning horizon, so that each long-term period includes several short-term periods. Furthermore, a chain to chain competition between t...