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Advanced planning in vertically integrated wine supply chains

journal contribution
posted on 2024-11-01, 16:00 authored by Maksud Ibrahimov, Arvind Mohais, Maris Ozols, Sven Schellenberg, Zbigniew Michalewicz
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.

History

Journal

Studies in Computational Intelligence

Volume

490

Start page

433

End page

463

Total pages

31

Publisher

Springer

Place published

Germany

Language

English

Copyright

© The Royal Society of Chemistry 2013

Former Identifier

2006045923

Esploro creation date

2020-06-22

Fedora creation date

2015-01-18

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