loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Robin T. Bye ; Siebe B. van Albada and Harald Yndestad

Affiliation: Ålesund University College, Norway

Keyword(s): Genetic algorithm, Receding horizon predictive control, Resource allocation, Multi-target tracking, Dynamic environments.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Evolutionary Robotics and Intelligent Agents ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing ; Swarm/Collective Intelligence

Abstract: Combining methodologies from cybernetics and artificial intelligence (AI), we present a receding horizon genetic algorithm (RHGA) for solving the task of dynamic assignment and tracking of multiple targets. We demonstrate the capabilities of the algorithm by means of a case study on optimal positioning of tugs to reduce the risk of oil tanker drifting accidents along the northern Norwegian coast. Through simulations we show that the RHGA performs intelligent target assignment and close target tracking while constantly reevaluating its suggested solutions based on current and predicted information. We see great potential for further development and consider our RHGA and problem description a platform for further research.

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 3.145.130.31

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:
T. Bye, R.; B. van Albada, S. and Yndestad, H. (2010). A RECEDING HORIZON GENETIC ALGORITHM FOR DYNAMIC MULTI-TARGET ASSIGNMENT AND TRACKING - A Case Study on the Optimal Positioning of Tug Vessels along the Northern Norwegian Coast. In Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC; ISBN 978-989-8425-31-7, SciTePress, pages 114-125. DOI: 10.5220/0003087101140125

@conference{icec10,
author={Robin {T. Bye}. and Siebe {B. van Albada}. and Harald Yndestad.},
title={A RECEDING HORIZON GENETIC ALGORITHM FOR DYNAMIC MULTI-TARGET ASSIGNMENT AND TRACKING - A Case Study on the Optimal Positioning of Tug Vessels along the Northern Norwegian Coast},
booktitle={Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC},
year={2010},
pages={114-125},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003087101140125},
isbn={978-989-8425-31-7},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation (IJCCI 2010) - ICEC
TI - A RECEDING HORIZON GENETIC ALGORITHM FOR DYNAMIC MULTI-TARGET ASSIGNMENT AND TRACKING - A Case Study on the Optimal Positioning of Tug Vessels along the Northern Norwegian Coast
SN - 978-989-8425-31-7
AU - T. Bye, R.
AU - B. van Albada, S.
AU - Yndestad, H.
PY - 2010
SP - 114
EP - 125
DO - 10.5220/0003087101140125
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic