loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Q. Zhang ; H. Manier and M.-A. Manier

Affiliation: University of Technology of Belfort-Montbéliard, France

Keyword(s): Shop scheduling problem with transportation constraints, Immune-genetic algorithm, Multiobjective optimization, Pareto.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Formal Methods ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Planning and Scheduling ; Simulation and Modeling ; Soft Computing ; Symbolic Systems

Abstract: We define a global model to simulate the characteristics of three kinds of the manufacturing systems with transport resources. Based on this model, we use an immune-based genetic algorithm to solve the associated scheduling problems. We take the makespan and minimum storage as the two objectives and use modified Pareto ranking method to solve this problem. We show how to choose the best solutions for the studied systems. Though not all the constraints of the real systems are considered until now, the computational results show that our proposed model and algorithm have efficiencies in solving scheduling problems.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.12.36.171

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Zhang, Q.; Manier, H. and Manier, M. (2009). A GENERAL MODEL FOR JOB SHOP PROBLEMS USING IMUNE-GENETIC ALGORITHM AND MULTIOBJECTIVE OPTIMIZATION TECHNIQUES. In Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO; ISBN 978-989-8111-99-9; ISSN 2184-2809, SciTePress, pages 390-393. DOI: 10.5220/0002212303900393

@conference{icinco09,
author={Q. Zhang. and H. Manier. and M.{-}A. Manier.},
title={A GENERAL MODEL FOR JOB SHOP PROBLEMS USING IMUNE-GENETIC ALGORITHM AND MULTIOBJECTIVE OPTIMIZATION TECHNIQUES},
booktitle={Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO},
year={2009},
pages={390-393},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002212303900393},
isbn={978-989-8111-99-9},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO
TI - A GENERAL MODEL FOR JOB SHOP PROBLEMS USING IMUNE-GENETIC ALGORITHM AND MULTIOBJECTIVE OPTIMIZATION TECHNIQUES
SN - 978-989-8111-99-9
IS - 2184-2809
AU - Zhang, Q.
AU - Manier, H.
AU - Manier, M.
PY - 2009
SP - 390
EP - 393
DO - 10.5220/0002212303900393
PB - SciTePress