an integrated model considers all parameters and elements of different deficiencies in one problem. this paper presents a new integrated model of a supply chain that simultaneously considers facility location, vehicle routing and inventory control problems as well as their interactions in one problem, called location-routing-inventory (lri) problem. this model also considers stochastic demands ...

Multi-armed bandit problems concern decision making when selecting a slot machine among many machines with initially uncertain hit probabilities to maximize the total reward; this is fundamental problem of reinforcement learning. Furthermore, competitive multi-armed involve multiple agents in play, manifesting concerns regarding social figures, not just individual rewards. A representative issu...

In an arid country like Kuwait with harsh and hot climate conditions, the scarcity of fresh water supplies presents a serious threat to sustainable socio-economic development and growth. Kuwait is an oil rich country with capital abundance and coastal locations enabled it to build desalination plants for fresh water production that is sold to the customers at highly subsidized prices. However, ...

Weapon system selection is a multi-criteria decision-making (MCDM) problem. In this study we use the Zero-One Goal Programming (ZOGP) approach and Analytic Network Process (ANP) to solve this problem. An interactive procedure is developed for this solution process. Under such a multi-criteria decision-making process, military user and experts’ judgment can be brought to select an appropriate sy...

the use of value engineering (ve) methodology in construction industry has grown significantly, mainly in view of its extensive benefits. the main task in evaluation phase of ve workshop is to assess alternative ideas, proposed for each function. this phase of ve, hence, could be deemed as a multi criteria decision making (mcdm) problem. this paper presents a fuzzy decision support system (dss)...

this paper presents the formulation and solution of the combinatorial multi-mode resource constrained multi-project scheduling problem. the focus of the proposed method is not on finding a single optimal solution, instead on presenting multiple feasible solutions, with cost and duration information to the project manager. the motivation for developing such an approach is due in part to practica...

Multi Criteria Decision Making (MCDM) provides strong decision making in domains where selection of best alternative is highly complex. This survey paper reviews the main streams of consideration in multi criteria decision making theory and practice in detail. The main purpose is to identify various applications and the approaches, and to suggest approaches which are most robustly and effective...