Design of self-regulating production control systems by Tradeoffs Programming

Autor:	Michael Masin, Yale T. Herer, Ezey M. Dar-El
Rok vydání:	2005
Předmět:	Dynamic programming Mathematical optimization Work (electrical) Computer science Kanban Production control system Industrial and Manufacturing Engineering Separable space
Zdroj:	IIE Transactions. 37:217-232
ISSN:	1545-8830 0740-817X
DOI:	10.1080/07408170590899616
Popis:	Self-regulating Production Control Systems (SPCSs) include production control systems such as kanban, buffered lines, base-stock, and their variations and combinations. In this work we develop and implement, for SPCS design, a new simulation-based optimization method called Tradeoffs Programming (TOP). TOP is a technique closely related to multi-objective dynamic programming that attempts to optimize inseparable problems. TOP is based on the idea that given correctly defined performance measures, many systems are nearly separable, and we can decompose the overall system using efficiency frontiers of simulated performance measures of the subsystems. We apply this technique to SPCS design and perform a number of experiments to validate and analyze our algorithm. We find TOP to be very accurate, extremely robust, and widely applicable.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::31e09cd01a7023c2f08005e69da5da26 https://doi.org/10.1080/07408170590899616 Zobrazit plný text záznamu Plný text ve formátu PDF Plný text ve formátu HTML
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