Evalution of binary simulated Kalman filter and its application on airport gate scheduling

Airport gate allocation problem referred to the search for optimal assignment of flights to gates at an airport. Assignment of flight to gates becomes very complex nowadays, especially for a big size airport. SKF is an optimization that has been introduced recently. This algorithm is based on mechan...

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Main Author:	Zarifah, Mohamad Nor
Format:	Undergraduates Project Papers
Language:	English English English English
Published:	2016
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/18017/ http://umpir.ump.edu.my/id/eprint/18017/ http://umpir.ump.edu.my/id/eprint/18017/1/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-Table%20of%20contents.pdf http://umpir.ump.edu.my/id/eprint/18017/7/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-Abstract.pdf http://umpir.ump.edu.my/id/eprint/18017/8/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-Chapter%201.pdf http://umpir.ump.edu.my/id/eprint/18017/9/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-References.pdf

id	ump-18017
recordtype	eprints
spelling	ump-180172017-06-23T00:47:46Z http://umpir.ump.edu.my/id/eprint/18017/ Evalution of binary simulated Kalman filter and its application on airport gate scheduling Zarifah, Mohamad Nor TK Electrical engineering. Electronics Nuclear engineering Airport gate allocation problem referred to the search for optimal assignment of flights to gates at an airport. Assignment of flight to gates becomes very complex nowadays, especially for a big size airport. SKF is an optimization that has been introduced recently. This algorithm is based on mechanism of Kalman Filter where every agent estimates the global minimum/maximum. SKF can only solve continuous numerical optimization problem. From this algorithm, enhancement and modification of SKF is introduced. Exploitation of the distance between an agent and the best agent let the SKF operates in binary search space. In this study, the airport gate allocation problem is solved using extended version of Simulated Kalman Filter algorithm called Binary Simulated Kalman Filter (BSKF).The main objective of this study is to minimize the total walking distance of passengers either from a gate to entrance/exit or gate to a gate. So, a small case study in an airport with 40 flights, 14 numbers of planes and 16 gates has been chosen and for evaluate BSKF, fix parameter of run, iteration and number of agents was set up. 2016-12 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/18017/1/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-Table%20of%20contents.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/18017/7/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-Abstract.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/18017/8/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-Chapter%201.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/18017/9/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-References.pdf Zarifah, Mohamad Nor (2016) Evalution of binary simulated Kalman filter and its application on airport gate scheduling. Faculty of Electrical & Electronics Engineering, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:100021&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English English English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Zarifah, Mohamad Nor Evalution of binary simulated Kalman filter and its application on airport gate scheduling
description	Airport gate allocation problem referred to the search for optimal assignment of flights to gates at an airport. Assignment of flight to gates becomes very complex nowadays, especially for a big size airport. SKF is an optimization that has been introduced recently. This algorithm is based on mechanism of Kalman Filter where every agent estimates the global minimum/maximum. SKF can only solve continuous numerical optimization problem. From this algorithm, enhancement and modification of SKF is introduced. Exploitation of the distance between an agent and the best agent let the SKF operates in binary search space. In this study, the airport gate allocation problem is solved using extended version of Simulated Kalman Filter algorithm called Binary Simulated Kalman Filter (BSKF).The main objective of this study is to minimize the total walking distance of passengers either from a gate to entrance/exit or gate to a gate. So, a small case study in an airport with 40 flights, 14 numbers of planes and 16 gates has been chosen and for evaluate BSKF, fix parameter of run, iteration and number of agents was set up.
format	Undergraduates Project Papers
author	Zarifah, Mohamad Nor
author_facet	Zarifah, Mohamad Nor
author_sort	Zarifah, Mohamad Nor
title	Evalution of binary simulated Kalman filter and its application on airport gate scheduling
title_short	Evalution of binary simulated Kalman filter and its application on airport gate scheduling
title_full	Evalution of binary simulated Kalman filter and its application on airport gate scheduling
title_fullStr	Evalution of binary simulated Kalman filter and its application on airport gate scheduling
title_full_unstemmed	Evalution of binary simulated Kalman filter and its application on airport gate scheduling
title_sort	evalution of binary simulated kalman filter and its application on airport gate scheduling
publishDate	2016
url	http://umpir.ump.edu.my/id/eprint/18017/ http://umpir.ump.edu.my/id/eprint/18017/ http://umpir.ump.edu.my/id/eprint/18017/1/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-Table%20of%20contents.pdf http://umpir.ump.edu.my/id/eprint/18017/7/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-Abstract.pdf http://umpir.ump.edu.my/id/eprint/18017/8/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-Chapter%201.pdf http://umpir.ump.edu.my/id/eprint/18017/9/Evalution%20of%20binary%20simulated%20Kalman%20filter%20and%20its%20application%20on%20airport%20gate%20scheduling-References.pdf
first_indexed	2023-09-18T22:25:15Z
last_indexed	2023-09-18T22:25:15Z
_version_	1777415923001458688

Evalution of binary simulated Kalman filter and its application on airport gate scheduling

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