{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,9,16]],"date-time":"2022-09-16T06:49:05Z","timestamp":1663310945623},"reference-count":0,"publisher":"Politechnika Wroclawska Oficyna Wydawnicza","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"abstract":"<jats:p>The production planning problem with stochastic aggregate demand is considered in the article. By discretising the stochastic demand, a deterministic nonlinear programming formulation is developed. Then, a hybrid simulation-optimisation heuristic that capitalises on the nature of the problem is designed. The outcome is an evaluation problem that is efficiently solved using a spreadsheet model. The main contribution of the paper is providing production managers with a tractable formulation of the production planning problem in a stochastic environment and an efficient solution scheme. A key benefit of this approach is that it provides quick near-optimal solutions without requiring in-depth knowledge or significant investments in optimisation techniques and software.<\/jats:p>","DOI":"10.37190\/ord210406","type":"journal-article","created":{"date-parts":[[2022,3,17]],"date-time":"2022-03-17T08:21:03Z","timestamp":1647505263000},"source":"Crossref","is-referenced-by-count":0,"title":["Stochastic programming model for production planning with stochastic aggregate demand and spreadsheet-based solution heuristics"],"prefix":"10.37190","volume":"31","author":[{"given":"Nasreddine","family":"Saadouli","sequence":"first","affiliation":[]}],"member":"23140","container-title":["Operations Research and Decisions"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/www.orduser.pwr.wroc.pl\/DownloadFile.aspx?aid=1604","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,15]],"date-time":"2022-09-15T13:25:24Z","timestamp":1663248324000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.orduser.pwr.wroc.pl\/DownloadFile.aspx?aid=1604"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":0,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.37190\/ord210406","relation":{},"ISSN":["2081-8858","2391-6060"],"issn-type":[{"value":"2081-8858","type":"print"},{"value":"2391-6060","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}