Scheduling a specific type of batch process with evolutionary computation

Jukka Heinonen, Frank Pettersson

Forskningsoutput: KonferensbidragArbetsdokumentPeer review

6 Citeringar (Scopus)

Sammanfattning

A genetic algorithm is used to calculate production schedules for a specific type of batch-mode manufacturing process. Previous scheduling efforts included both time discretised MILP as well as continuous-time MILP, both of which were outperformed by the GA when measured in calculation times and final schedule accuracy. The approach is two-folded and an algorithm to reproduce it on similar processes is presented.

OriginalspråkEngelska
Sidor966-970
Antal sidor5
DOI
StatusPublicerad - 2003
MoE-publikationstypO2 Other
Evenemang2003 Congress on Evolutionary Computation, CEC 2003 - Canberra, ACT, Australien
Varaktighet: 8 dec 200312 dec 2003

Konferens

Konferens2003 Congress on Evolutionary Computation, CEC 2003
LandAustralien
OrtCanberra, ACT
Period08/12/0312/12/03

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