Scheduling a specific type of batch process with evolutionary computation

Jukka Heinonen; Frank Pettersson

doi:10.1109/CEC.2003.1299771

Scheduling a specific type of batch process with evolutionary computation

Jukka Heinonen
, Frank Pettersson

Prosessi- ja systeemitekniikan laboratorio

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

6 Sitaatiot (Scopus)

Abstrakti

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.

Alkuperäiskieli	Englanti
Otsikko	The 2003 Congress on Evolutionary Computation, 2003. CEC '03
Kustantaja	IEEE
Sivut	966-970
Sivumäärä	5
ISBN (painettu)	0-7803-7804-0
DOI - pysyväislinkit	https://doi.org/10.1109/CEC.2003.1299771
Tila	Julkaistu - 2003
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	2003 Congress on Evolutionary Computation, CEC 2003 - Canberra, ACT, Australia Kesto: 8 jouluk. 2003 → 12 jouluk. 2003

Konferenssi

Konferenssi	2003 Congress on Evolutionary Computation, CEC 2003
Maa/Alue	Australia
Kaupunki	Canberra, ACT
Ajanjakso	08/12/03 → 12/12/03

Pääsy asiakirjaan

10.1109/CEC.2003.1299771

Muut tiedostot ja linkit

Link to publication in Scopus

Viittausmuodot

@inproceedings{8a4b70771b01472c9f746fdd5c414dce,

title = "Scheduling a specific type of batch process with evolutionary computation",

abstract = "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.",

author = "Jukka Heinonen and Frank Pettersson",

year = "2003",

doi = "10.1109/CEC.2003.1299771",

language = "English",

isbn = "0-7803-7804-0",

pages = "966--970",

booktitle = "The 2003 Congress on Evolutionary Computation, 2003. CEC '03",

publisher = "IEEE",

address = "United States",

note = "2003 Congress on Evolutionary Computation, CEC 2003 ; Conference date: 08-12-2003 Through 12-12-2003",

}

TY - GEN

T1 - Scheduling a specific type of batch process with evolutionary computation

AU - Heinonen, Jukka

AU - Pettersson, Frank

PY - 2003

Y1 - 2003

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/25144512095

U2 - 10.1109/CEC.2003.1299771

DO - 10.1109/CEC.2003.1299771

M3 - Published conference proceeding

AN - SCOPUS:25144512095

SN - 0-7803-7804-0

SP - 966

EP - 970

BT - The 2003 Congress on Evolutionary Computation, 2003. CEC '03

PB - IEEE

T2 - 2003 Congress on Evolutionary Computation, CEC 2003

Y2 - 8 December 2003 through 12 December 2003

ER -

Scheduling a specific type of batch process with evolutionary computation

Abstrakti

Konferenssi

Pääsy asiakirjaan

Muut tiedostot ja linkit

Sormenjälki

Viittausmuodot