A class of bifuzzy model and its application to single-period inventory problem∗
نویسندگان
چکیده
In this research we concentrate on developing a bifuzzy model for a Single-period inventory problem. The conventional studies have focused on the cases that the demands are probabilistic and follow certain distribution function; or the demands are considered as fuzzy variables; or the demands is expressed by random fuzzy variable. Recently, fuzzy random variables have been applied to some decision-making problems in such situations. However, there is no research about decision-making including a bifuzzy variable and such problems do exist in real-lift. In this paper, we analyze the single-period inventory problem in the presence of uncertainties and the demands are considered as bifuzzy variables. A method for the ordering of fuzzy numbers with respect to their total integral values is adopted to find the optimal quantity of maximizing the expected profit function. If the profit gained from selling one unit is less than the loss incurred for each item left unsold, then the inventory policy should be conservative to reduce the leftover. On the contrary, if the profit gained is greater than the loss incurred, then the inventory policy should be aggressive to satisfy the possible demand. When the profit gained is equal to the loss incurred, the order quantity should be equal to the most likely demand and correspond to the quantity with membership grade 1. The proposed model and algorithm, which can solve perfectly the uncertain Single-period inventory problem, provide significant solutions to construct other inventory models with bifuzzy variables in real-life.
منابع مشابه
A Class of Multi-objective Inventory Model with Bifuzzy Coefficients and Its Application
In this paper, we concentrate on discussing the inventory problem under bifuzzy environment and develop a class of multi-objective inventory model with bifuzzy coefficients. We give the bifuzzy transform operarion and prove the method of solving satisfied solution of multi-objective inventory model. These are applied to a practical inventory problem in which all inventory costs, purchasing and ...
متن کاملApplication of queuing theory in production-inventory optimization
This paper presents a mathematical model for an inventory control system in which customers’ demands and suppliers’ service time are considered as stochastic parameters. The proposed problem is solved through queuing theory for a single item. In this case, transitional probabilities are calculated in steady state. Afterward, the model is extended to the case of multi-item inventory systems. The...
متن کاملEnhanced chromosome repairing mechanism based genetic algorithm approach for the multi-period perishable production inventory-routing problem
One of the important aspects of distribution optimization problems is simultaneously, controlling the inventory while devising the best vehicle routing, which is a famous problem, called inventory-routing problem (IRP). When the lot-sizing decisions are jointed with IRP, the problem will get more complicated called production inventory-routing problem (PIRP). To become closer to the real life p...
متن کاملA Scenario-Based Nonlinear Programming Model for a Two-Level Inventory Control Problem: A Case in Dairy Product Industry
In this paper, a novel scenario-based two-level inventory control model with a limited budget is formulated. The demand during the selling period is considered to follow a uniform probability distribution. In addition, it is assumed that there will be some customers who are willing to wait for their demands to be satisfied; thus a service level is considered for these customers. The aim is to f...
متن کاملMulti-item inventory model with probabilistic demand function under permissible delay in payment and fuzzy-stochastic budget constraint: A signomial geometric programming method
This study proposes a new multi-item inventory model with hybrid cost parameters under a fuzzy-stochastic constraint and permissible delay in payment. The price and marketing expenditure dependent stochastic demand and the demand dependent the unit production cost are considered. Shortages are allowed and partially backordered. The main objective of this paper is to determine selling price, mar...
متن کامل