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008 170504s2016 my fq d 000 0 eng d
020 _aTHE0005140(Local)
039 9 _a201905131614
_bhanafiah
_c201712261118
_dnazri
_c201705151618
_dnazri
_c201705051055
_dnazri
_y201705041231
_znazri
040 _aUMP
090 _aFKEE .Z37 2016 r Bc.
090 _aCD 10719
100 0 _aZarifah Mohamad Nor
245 1 0 _aEvalution of binary simulated Kalman filter and its application on airport gate scheduling
_h[electronic resource] /
_cZarifah Mohamad Nor
260 _aKuantan, Pahang :
_bUMP,
_c2016
300 _a1 computer disc :
_bdigital data ;
_c12 cm.
500 _aFaculty of Electrical & Electronics Engineering
502 _aProject Paper (Bachelor of Electrical Engineering (Hons.) (Electronics)) -- Universiti Malaysia Pahang – 2016
520 3 _aAirport 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.
538 _aItem in pdf format
610 2 0 _aFaculty of Electrical & Electronics Engineering
_xDissertations
650 0 _aUniversities and Colleges
_xDissertations
650 0 _aTheses
856 4 0 _uhttp://ecollib.ump.edu.my/id/eprint/25768
_zAccess in library only
999 _aVIRTUA40
_c7173
_d7179
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