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Pattern search is used to systematically define a grid of competitive neighbors around pre-selected solutions. Ranking and selection is used to evaluate the performance of such competing pre-selected alternatives. On one hand, results show that service level in terms of filling rates deteriorate as the autocorrelation grows and is ignored. In contrast, service levels were kept almost invariable to the effects of the serially correlated components for solutions suggested using the proposed algorithm.<\/p>","DOI":"10.4018\/joris.2012040103","type":"journal-article","created":{"date-parts":[[2012,3,29]],"date-time":"2012-03-29T09:30:07Z","timestamp":1333013407000},"page":"46-63","source":"Crossref","is-referenced-by-count":5,"title":["A Simulation-Based Optimization Approach to a Lost Sale Stochastic Inventory Model"],"prefix":"10.4018","volume":"3","author":[{"given":"Rafael","family":"Diaz","sequence":"first","affiliation":[{"name":"Old Dominion University, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Barry Charles","family":"Ezell","sequence":"additional","affiliation":[{"name":"Old Dominion University, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"joris.2012040103-0","author":"E.Aarts","year":"1989","journal-title":"Simulated annealing and Boltzmann Machines. 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