Status - based routing in baggage handling systems : searching verses learning Johnstone, Michael, Creighton, Doug and Nahavandi, Saeid 2010, Status - based routing in baggage handling systems : searching verses learning, IEEE transactions on systems, man and cybernetics, part c : applications and reviews, vol. 40, no. 2, pp. 189-200, doi: 10.1109/TSMCC.2009.2035519. Attached Files Name Description MIMEType Size Downloads johnstone-statusbased-2010.pdf Published version application/pdf 1.94MB 1036 Title Status - based routing in baggage handling systems : searching verses learning Author(s) Johnstone, Michael orcid.org/0000-0002-3005-8911 Creighton, Doug orcid.org/0000-0002-9217-1231 Nahavandi, Saeid orcid.org/0000-0002-0360-5270 Journal name IEEE transactions on systems, man and cybernetics, part c : applications and reviews Volume number 40 Issue number 2 Start page 189 End page 200 Total pages 12 Publisher IEEE Place of publication New York, N.Y. Publication date 2010-03 ISSN 1094-6977 1558-2442 Keyword(s) airport operations search methods reinforcement learning (RL) materials handling Summary This study contributes to work in baggage handling system (BHS) control, specifically dynamic bag routing. Although studies in BHS agent-based control have examined the need for intelligent control, but there has not been an effort to explore the dynamic routing problem. As such, this study provides additional insight into how agents can learn to route in a BHS. This study describes a BHS status-based routing algorithm that applies learning methods to select criteria based on routing decisions. Although numerous studies have identified the need for dynamic routing, little analytic attention has been paid to intelligent agents for learning routing tables rather than manual creation of routing rules. We address this issue by demonstrating the ability of agents to learn how to route based on bag status, a robust method that is able to function in a variety of different BHS designs. Notes This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. Language eng DOI 10.1109/TSMCC.2009.2035519 Field of Research 080110 Simulation and Modelling Socio Economic Objective 970109 Expanding Knowledge in Engineering HERDC Research category C1 Refereed article in a scholarly journal ERA Research output type C Journal article HERDC collection year 2010 Copyright notice ©2009, IEEE Free to Read? Yes Persistent URL http://hdl.handle.net/10536/DRO/DU:30025532 Document type: Journal Article Collections: Institute for Intelligent Systems Research and Innovation (IISRI) Open Access Collection GTP Research Related Links Link Description Connect to published version (restricted access) Go to link with your DU access privileges     Unless expressly stated otherwise, the copyright for items in DRO is owned by the author, with all rights reserved. Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au. Versions Version Filter Type Mon, 22 Mar 2010, 13:43:12 EST Tue, 23 Mar 2010, 15:05:01 EST Wed, 24 Mar 2010, 08:04:40 EST Wed, 24 Mar 2010, 09:05:21 EST Fri, 16 Apr 2010, 11:01:47 EST Fri, 16 Apr 2010, 11:03:03 EST Fri, 16 Apr 2010, 11:12:32 EST Fri, 16 Apr 2010, 16:13:54 EST Mon, 17 May 2010, 15:07:09 EST Wed, 16 Jun 2010, 16:56:42 EST Thu, 17 Jun 2010, 11:58:18 EST Tue, 14 Sep 2010, 11:35:04 EST Wed, 15 Sep 2010, 08:55:05 EST Wed, 15 Sep 2010, 08:56:45 EST Wed, 15 Sep 2010, 08:59:39 EST Wed, 15 Sep 2010, 09:01:14 EST Fri, 09 Mar 2012, 10:49:22 EST Mon, 16 Jun 2014, 14:58:01 EST Wed, 02 Jul 2014, 14:47:29 EST Fri, 17 Oct 2014, 10:10:09 EST Tue, 06 Sep 2016, 14:55:37 EST Tue, 05 Dec 2017, 09:13:36 EST Fri, 07 Sep 2018, 14:52:31 EST Filtered Full Citation counts:   Cited 17 times in TR Web of Science Cited 21 times in Scopus Search Google Scholar Access Statistics: 1084 Abstract Views, 1042 File Downloads  -  Detailed Statistics Created: Mon, 22 Mar 2010, 13:43:07 EST by Michael Johnstone

Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.