Three-dimensional Bin Packing Problem with heterogeneous batch constraints

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24210%2F17%3A00004305" target="_blank" >RIV/46747885:24210/17:00004305 - isvavai.cz</a>
Result on the web
<a href="https://www.researchgate.net/publication/320059018_Three-dimensional_Bin_Packing_Problem_with_heterogeneous_batch_constraints" target="_blank" >https://www.researchgate.net/publication/320059018_Three-dimensional_Bin_Packing_Problem_with_heterogeneous_batch_constraints</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Three-dimensional Bin Packing Problem with heterogeneous batch constraints
Original language description
The new approaches of Industry 4.0 are focusing more and more on proc-ess optimization using principles of artificial intelligence, evolution techniques and computer simulation to achieve both customer and manufacturer goals. One of the biggest issues in this field is to create and optimize production plans. There are lot of well-known solution to a problem of production scheduling of classical homogenous batches, where same types of parts are produced by conventional machines. Never-theless scheduling of heterogeneous batches is still underestimated, thus not imple-mented in general planning and scheduling systems. This article presents possible solution to real world problems where it is necessary to schedule workflow of machines, where it is necessary to take in account its work space while considering several constraints and objective functions. Presented paper is focusing on typical three dimensional bin packing problem, where material of bin assigned parts are influencing total production time and total cost of producing these bin pack batches. Article includes developed constructive algorithm and evolution algorithm which are tested on theoretical examples.
Czech name
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Czech description
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Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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