Scheduling a specific type of batch process with evolutionary computation

Jukka Heinonen, Frank Pettersson

Forskningsoutput: Kapitel i bok/konferenshandlingKonferensbidragVetenskapligPeer 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
Titel på gästpublikationThe 2003 Congress on Evolutionary Computation, 2003. CEC '03
FörlagIEEE
Sidor966-970
Antal sidor5
ISBN (tryckt)0-7803-7804-0
DOI
StatusPublicerad - 2003
MoE-publikationstypA4 Artikel i en konferenspublikation
Evenemang2003 Congress on Evolutionary Computation, CEC 2003 - Canberra, ACT, Australien
Varaktighet: 8 dec 200312 dec 2003

Konferens

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

Fingeravtryck

Fördjupa i forskningsämnen för ”Scheduling a specific type of batch process with evolutionary computation”. Tillsammans bildar de ett unikt fingeravtryck.

Citera det här