MAC approach concept for virtual manufacturing networks generating

Aleksander Gwiazda; Magłorzata Olender; Agnieszka Sękala; Damian Kręczyk

doi:10.1007/978-3-319-67180-2_30

MAC approach concept for virtual manufacturing networks generating

Department of Engineering Processes Automation and Integrated Manufacturing Systems (RMT/RMT2)

Silesian University of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper presents the analysis of an approach to the problem Virtual Manufacturing (VM) networks coordinating utilizing some concepts from the area of artificial intelligence. VM network consists of group of manufacturers and their resources that are flexible utilized to fulfill the common manufacturing task. In the proposed paper it is analyzed the problem of coordinating such VM network using the multi-agent system (MAS) concept and the multiple ant colony (MAC) approach. In the presented concept the agents are defined as virtual ants in the MAC approach. Results obtained during simulation tests let to determine main advantages of this approach.

Original language	English
Title of host publication	International Joint Conference SOCO’17- CISIS’17-ICEUTE’17, Proceedings
Editors	Hilde Perez Garcia, Javier Alfonso-Cendon, Lidia Sanchez Gonzalez, Emilio Corchado, Hector Quintian
Publisher	Springer Verlag
Pages	310-317
Number of pages	8
ISBN (Print)	9783319671796
DOIs	https://doi.org/10.1007/978-3-319-67180-2_30
Publication status	Published - 2018
Event	International Joint Conference on 12th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2017, 10th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2017 and 8th International Conference on European Transnational Education, ICEUTE 2017 - Leon, Spain Duration: 6 Sept 2017 → 8 Sept 2017

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	649
ISSN (Print)	2194-5357

Conference

Conference	International Joint Conference on 12th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2017, 10th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2017 and 8th International Conference on European Transnational Education, ICEUTE 2017
Country/Territory	Spain
City	Leon
Period	6/09/17 → 8/09/17

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 9 Industry, Innovation, and Infrastructure

Keywords

Multiple ant colonies
Scheduling
Virtual manufacturing network

ASJC Scopus subject areas

Control and Systems Engineering
General Computer Science

Access to Document

10.1007/978-3-319-67180-2_30

Cite this

Gwiazda, A., Olender, M., Sękala, A., & Kręczyk, D. (2018). MAC approach concept for virtual manufacturing networks generating. In H. Perez Garcia, J. Alfonso-Cendon, L. Sanchez Gonzalez, E. Corchado, & H. Quintian (Eds.), International Joint Conference SOCO’17- CISIS’17-ICEUTE’17, Proceedings (pp. 310-317). (Advances in Intelligent Systems and Computing; Vol. 649). Springer Verlag. https://doi.org/10.1007/978-3-319-67180-2_30

Gwiazda, Aleksander ; Olender, Magłorzata ; Sękala, Agnieszka et al. / MAC approach concept for virtual manufacturing networks generating. International Joint Conference SOCO’17- CISIS’17-ICEUTE’17, Proceedings. editor / Hilde Perez Garcia ; Javier Alfonso-Cendon ; Lidia Sanchez Gonzalez ; Emilio Corchado ; Hector Quintian. Springer Verlag, 2018. pp. 310-317 (Advances in Intelligent Systems and Computing).

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abstract = "This paper presents the analysis of an approach to the problem Virtual Manufacturing (VM) networks coordinating utilizing some concepts from the area of artificial intelligence. VM network consists of group of manufacturers and their resources that are flexible utilized to fulfill the common manufacturing task. In the proposed paper it is analyzed the problem of coordinating such VM network using the multi-agent system (MAS) concept and the multiple ant colony (MAC) approach. In the presented concept the agents are defined as virtual ants in the MAC approach. Results obtained during simulation tests let to determine main advantages of this approach.",

keywords = "Multiple ant colonies, Scheduling, Virtual manufacturing network",

author = "Aleksander Gwiazda and Mag{\l}orzata Olender and Agnieszka S{\c e}kala and Damian Kr{\c e}czyk",

note = "Publisher Copyright: {\textcopyright} 2018, Springer International Publishing AG.; International Joint Conference on 12th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2017, 10th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2017 and 8th International Conference on European Transnational Education, ICEUTE 2017 ; Conference date: 06-09-2017 Through 08-09-2017",

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Gwiazda, A , Olender, M , Sękala, A & Kręczyk, D 2018, MAC approach concept for virtual manufacturing networks generating. in H Perez Garcia, J Alfonso-Cendon, L Sanchez Gonzalez, E Corchado & H Quintian (eds), International Joint Conference SOCO’17- CISIS’17-ICEUTE’17, Proceedings. Advances in Intelligent Systems and Computing, vol. 649, Springer Verlag, pp. 310-317, International Joint Conference on 12th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2017, 10th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2017 and 8th International Conference on European Transnational Education, ICEUTE 2017, Leon, Spain, 6/09/17. https://doi.org/10.1007/978-3-319-67180-2_30

MAC approach concept for virtual manufacturing networks generating. / Gwiazda, Aleksander ; Olender, Magłorzata ; Sękala, Agnieszka et al.
International Joint Conference SOCO’17- CISIS’17-ICEUTE’17, Proceedings. ed. / Hilde Perez Garcia; Javier Alfonso-Cendon; Lidia Sanchez Gonzalez; Emilio Corchado; Hector Quintian. Springer Verlag, 2018. p. 310-317 (Advances in Intelligent Systems and Computing; Vol. 649).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - MAC approach concept for virtual manufacturing networks generating

AU - Gwiazda, Aleksander

AU - Olender, Magłorzata

AU - Sękala, Agnieszka

AU - Kręczyk, Damian

PY - 2018

Y1 - 2018

N2 - This paper presents the analysis of an approach to the problem Virtual Manufacturing (VM) networks coordinating utilizing some concepts from the area of artificial intelligence. VM network consists of group of manufacturers and their resources that are flexible utilized to fulfill the common manufacturing task. In the proposed paper it is analyzed the problem of coordinating such VM network using the multi-agent system (MAS) concept and the multiple ant colony (MAC) approach. In the presented concept the agents are defined as virtual ants in the MAC approach. Results obtained during simulation tests let to determine main advantages of this approach.

AB - This paper presents the analysis of an approach to the problem Virtual Manufacturing (VM) networks coordinating utilizing some concepts from the area of artificial intelligence. VM network consists of group of manufacturers and their resources that are flexible utilized to fulfill the common manufacturing task. In the proposed paper it is analyzed the problem of coordinating such VM network using the multi-agent system (MAS) concept and the multiple ant colony (MAC) approach. In the presented concept the agents are defined as virtual ants in the MAC approach. Results obtained during simulation tests let to determine main advantages of this approach.

KW - Multiple ant colonies

KW - Scheduling

KW - Virtual manufacturing network

UR - https://www.scopus.com/pages/publications/85028677395

U2 - 10.1007/978-3-319-67180-2_30

DO - 10.1007/978-3-319-67180-2_30

M3 - Conference contribution

AN - SCOPUS:85028677395

SN - 9783319671796

T3 - Advances in Intelligent Systems and Computing

SP - 310

EP - 317

BT - International Joint Conference SOCO’17- CISIS’17-ICEUTE’17, Proceedings

A2 - Perez Garcia, Hilde

A2 - Alfonso-Cendon, Javier

A2 - Sanchez Gonzalez, Lidia

A2 - Corchado, Emilio

A2 - Quintian, Hector

PB - Springer Verlag

T2 - International Joint Conference on 12th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2017, 10th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2017 and 8th International Conference on European Transnational Education, ICEUTE 2017

Y2 - 6 September 2017 through 8 September 2017

ER -

Gwiazda A , Olender M , Sękala A, Kręczyk D. MAC approach concept for virtual manufacturing networks generating. In Perez Garcia H, Alfonso-Cendon J, Sanchez Gonzalez L, Corchado E, Quintian H, editors, International Joint Conference SOCO’17- CISIS’17-ICEUTE’17, Proceedings. Springer Verlag. 2018. p. 310-317. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-67180-2_30

MAC approach concept for virtual manufacturing networks generating

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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