Abstract
In this paper we analyse a stochastic production/inventory problem with compound Poisson demand and state (i.e. inventory level) dependent production rates. Customers arrive according to a Poisson process where the amount demanded by each customer is assumed to have a general distribution. When the inventory W (t) falls below a critical level m, production is started at a rate of r[W(t)], i.e. production rate dynamically changes as a function of the inventory level. Production continues until a level M (œ wm) is reached. Excess demand is assumed to be lost. We identify a dam content process X that is a dual for the inventory level W and develop the stationary distribution for the X process. To achieve this we use tools from renewal and level crossing theories. The two-sided (m, M) policy is optimized using the expected cost obtained from the stationary density of W and a conditional (on w) expected cost function for this process. For a special case, we obtain explicit results for all the relevant expressions. Numerical examples are provided for several test problems.
Original language | English |
---|---|
Pages (from-to) | 221-237 |
Number of pages | 17 |
Journal | Applied Stochastic Models and Data Analysis |
Volume | 12 |
Issue number | 4 |
DOIs | |
State | Published - Dec 1996 |
Keywords
- Level crossing
- Optimization
- Production system
- Stationary distribution
ASJC Scopus subject areas
- Modeling and Simulation
- Management of Technology and Innovation