Global optimization of arborescent multilevel inventory systems

نویسندگان

  • Roberto Gonzalez
  • Edmundo Rofman
  • Claudia A. Sagastizábal
چکیده

We consider the numerical resolution of hierarchical inventory problems under global optimization. First we describe the model as well as the dynamical stochastic system and the impulse controls involved. Next we characterize the optimal cost function and we formulate the Hamilton-Jacobi-Bellman equations. We present a numerical scheme and a fast algorithm of resolution, with a result on the speed of convergence. Finally, we apply the discretization method to some examples where we show the usefulness of the proposed numerical method as well as the advantages of operating under global optimization.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A new model for Physical flow optimization in the global automotive value chain (Case study: SIBA MOTOR Company)

Taking into account the economic capabilities, competitive advantages and environment dynamics, this research presents a new physical flow optimization model by considering payment period, time value of money and exchange rate fluctuations. Considering the actual circumstances of the current case study in the global value chain, a single-objective non-linear mathematical model is presented for ...

متن کامل

A Hybrid Procedure for Optimization via Simulation: an Analysis on Inventory Control Problems

The global optimization of complex systems such as industrial systems often necessitates the use of computer simulation. In this paper, we suggest the use of reinforcement learning algorithms and artificial neural networks for the optimization of simulation models. Several types of variables are taken into account in order to find global optimum values. The benefits of our approach are demonstr...

متن کامل

On the representation of timing for different structures within MRP theory

MRP Theory has been developed during the last 25 years for capturing processes concerning multi-level, multistage production-inventory systems in a compact way. Input-.Output Analysis has been used to describe structures, and Laplace transforms to describe the timing relations. This theory has mainly dealt with assembly systems, in which each item has only one successor. The lead times for the ...

متن کامل

Optimization of two-stage production/inventory systems under order base stock policy with advance demand information

It is important to share demand information among the members in supply chains. In recent years, production and inventory systems with advance demand information (ADI) have been discussed, where advance demand information means the information of demand which the decision maker obtains before the corresponding actual demand arrives. Appropriate production and inventory control using demand info...

متن کامل

Global Optimization using a Dynamical Systems Approach

We develop new algorithms for global optimization by combining well known branch and bound methods with multilevel subdivision techniques for the computation of invariant sets of dynamical systems. The basic idea is to view iteration schemes for local optimization problems — e.g. Newton’s method or conjugate gradient methods — as dynamical systems and to compute set coverings of their fixed poi...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • J. Global Optimization

دوره 6  شماره 

صفحات  -

تاریخ انتشار 1995