By the same authors

Cloud-based Integrated Process Planning and Scheduling Optimisation via Asynchronous Islands

Research output: Chapter in Book/Report/Conference proceedingChapter

Standard

Cloud-based Integrated Process Planning and Scheduling Optimisation via Asynchronous Islands. / Zhao, Shuai; Mei, Haitao; Dziurzanski, Piotr; Przewozniczek, Michal Witold; Soares Indrusiak, Leandro.

16th International Conference on the Economics of Grids, Clouds, Systems, and Services. 2019.

Research output: Chapter in Book/Report/Conference proceedingChapter

Harvard

Zhao, S, Mei, H, Dziurzanski, P, Przewozniczek, MW & Soares Indrusiak, L 2019, Cloud-based Integrated Process Planning and Scheduling Optimisation via Asynchronous Islands. in 16th International Conference on the Economics of Grids, Clouds, Systems, and Services. International Conference on the Economics of Grids, Clouds, Systems, and Services, Leeds, United Kingdom, 17/09/19.

APA

Zhao, S., Mei, H., Dziurzanski, P., Przewozniczek, M. W., & Soares Indrusiak, L. (Accepted/In press). Cloud-based Integrated Process Planning and Scheduling Optimisation via Asynchronous Islands. In 16th International Conference on the Economics of Grids, Clouds, Systems, and Services

Vancouver

Zhao S, Mei H, Dziurzanski P, Przewozniczek MW, Soares Indrusiak L. Cloud-based Integrated Process Planning and Scheduling Optimisation via Asynchronous Islands. In 16th International Conference on the Economics of Grids, Clouds, Systems, and Services. 2019

Author

Zhao, Shuai ; Mei, Haitao ; Dziurzanski, Piotr ; Przewozniczek, Michal Witold ; Soares Indrusiak, Leandro. / Cloud-based Integrated Process Planning and Scheduling Optimisation via Asynchronous Islands. 16th International Conference on the Economics of Grids, Clouds, Systems, and Services. 2019.

Bibtex - Download

@inbook{0fd4f77a99164aa5b931a46435319661,
title = "Cloud-based Integrated Process Planning and Scheduling Optimisation via Asynchronous Islands",
abstract = "In this paper, we present Optimisation as a Service (OaaS) for an integrated process planning and scheduling in smart factories based on a distributed multi-criteria genetic algorithm (GA). In contrast to the traditional distributed GA following the island model, the proposed islands are executed asynchronously and exchange solutions at time points depending solely on the optimisation progress at each island. Several solutions' exchange strategies are proposed, implemented in Amazon Elastic Container Service for Kubernetes (Amazon EKS) and evaluated using a real-world manufacturing problem.",
keywords = "Optimisation as a Service, Multi-objective Genetic Algorithm, Island Model, Amazon EKS, Integrated process planning and scheduling",
author = "Shuai Zhao and Haitao Mei and Piotr Dziurzanski and Przewozniczek, {Michal Witold} and {Soares Indrusiak}, Leandro",
year = "2019",
month = "7",
day = "1",
language = "English",
booktitle = "16th International Conference on the Economics of Grids, Clouds, Systems, and Services",

}

RIS (suitable for import to EndNote) - Download

TY - CHAP

T1 - Cloud-based Integrated Process Planning and Scheduling Optimisation via Asynchronous Islands

AU - Zhao, Shuai

AU - Mei, Haitao

AU - Dziurzanski, Piotr

AU - Przewozniczek, Michal Witold

AU - Soares Indrusiak, Leandro

PY - 2019/7/1

Y1 - 2019/7/1

N2 - In this paper, we present Optimisation as a Service (OaaS) for an integrated process planning and scheduling in smart factories based on a distributed multi-criteria genetic algorithm (GA). In contrast to the traditional distributed GA following the island model, the proposed islands are executed asynchronously and exchange solutions at time points depending solely on the optimisation progress at each island. Several solutions' exchange strategies are proposed, implemented in Amazon Elastic Container Service for Kubernetes (Amazon EKS) and evaluated using a real-world manufacturing problem.

AB - In this paper, we present Optimisation as a Service (OaaS) for an integrated process planning and scheduling in smart factories based on a distributed multi-criteria genetic algorithm (GA). In contrast to the traditional distributed GA following the island model, the proposed islands are executed asynchronously and exchange solutions at time points depending solely on the optimisation progress at each island. Several solutions' exchange strategies are proposed, implemented in Amazon Elastic Container Service for Kubernetes (Amazon EKS) and evaluated using a real-world manufacturing problem.

KW - Optimisation as a Service

KW - Multi-objective Genetic Algorithm

KW - Island Model

KW - Amazon EKS

KW - Integrated process planning and scheduling

M3 - Chapter

BT - 16th International Conference on the Economics of Grids, Clouds, Systems, and Services

ER -