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https://hdl.handle.net/2440/81098
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Type: | Journal article |
Title: | Advanced planning in vertically integrated wine supply chains |
Author: | Ibrahimov, Maksud Mohais, Arvind Ozols, Maris Schellenberg, Sven Michalewicz, Zbigniew |
Citation: | Studies in Computational Intelligence, 2013; 490:433-463 |
Publisher: | Springer |
Issue Date: | 2013 |
ISBN: | 9783642384158 9783642384165 |
ISSN: | 1860-949X |
School/Discipline: | School of Computer Science |
Statement of Responsibility: | Maksud Ibrahimov, Arvind Mohais, Maris Ozols, Sven Schellenberg and Zbigniew Michalewicz |
Abstract: | This chapter gives detailed insights into a project for transitioning a wine manufacturing company from a mostly spreadsheet driven business with isolated silo-operated planning units into one that makes use of integrated and optimised decision making by use of modern heuristics. We present a piece of the puzzle - the modelling of business entities and their silo operations and optimizations, and pave the path for a further holistic integration to obtain company-wide globally optimised decisions. We argue that the use of “Computational Intelligence” methods is essential to cater for dynamic, time-variant and non-linear constraints and solve today’s real-world problems exemplified by the given wine supply chain. |
Description: | Alternative citation: Evolutionary computation for dynamic optimization problems, 2013 / Shengxiang Yang, Xin Yao (eds.), Ch. 17 pp. 433-463 |
Rights: | © Springer-Verlag Berlin Heidelberg 2013 |
DOI: | 10.1007/978-3-642-38416-5-17 |
Description (link): | http://link.springer.com/chapter/10.1007%2F978-3-642-38416-5_17 |
Appears in Collections: | Mathematical Sciences publications |
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