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

Laboratory of Process and Systems Engineering

Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review

6 Citations (Scopus)

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.

Original language	English
Title of host publication	The 2003 Congress on Evolutionary Computation, 2003. CEC '03
Publisher	IEEE
Pages	966-970
Number of pages	5
ISBN (Print)	0-7803-7804-0
DOIs	https://doi.org/10.1109/CEC.2003.1299771
Publication status	Published - 2003
MoE publication type	A4 Article in a conference publication
Event	2003 Congress on Evolutionary Computation, CEC 2003 - Canberra, ACT, Australia Duration: 8 Dec 2003 → 12 Dec 2003

Conference

Conference	2003 Congress on Evolutionary Computation, CEC 2003
Country/Territory	Australia
City	Canberra, ACT
Period	08/12/03 → 12/12/03

Access to Document

10.1109/CEC.2003.1299771

Cite this

@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

Abstract

Conference

Access to Document

Other files and links

Fingerprint

Cite this