An adjustable sample average approximation algorithm for the stochastic production-inventory-routing problem

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چکیده

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15 صفحه اول

An Inventory Routing Problem for Perishable Products with Stochastic Demands and Direct Deliveries

In any supply chain, distribution planning of products is of great importance to managers. With effective and flexible distribution planning, mangers can increase the efficiency of time, place, and delivery utility of whole supply chain. In this paper, inventory routing problem (IRP) is applied to distribution planning of perishable products in a supply chain. The studied supply chain is compos...

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The Stochastic Inventory Routing Problem

This work is motivated by the need to solve the inventory routing problem when implementing a business practice called vendor managed inventory replenishment (VMI). With VMI, vendors monitor their customers’ inventories, and decide when and how much inventory should be replenished at each customer. The inventory routing problem attempts to coordinate inventory replenishment and transportation i...

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An inexact sample average approximation approach for the stochastic connected facility location problem

The sample average approximation (SAA) approach is a widely used technique, based on MonteCarlo simulation, often applied to large-scale stochastic optimization problems. In this approach, a set of sample average problems with multiple copies of sampled scenarios are generated and solved exactly. In other words, there is an implicit assumption that the sample average problems are solvable to op...

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Enhanced 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...

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ژورنال

عنوان ژورنال: Networks

سال: 2017

ISSN: 0028-3045

DOI: 10.1002/net.21796