Knowledge Reuse Method to Improve the Learning of Interference-Preventive Allocation Policies in Multi-Car Elevators

Alex VALDIVIELSO CHIAN; Toshiyuki MIYAMOTO

doi:10.1587/transfun.E95.A.990

Knowledge Reuse Method to Improve the Learning of Interference-Preventive Allocation Policies in Multi-Car Elevators

Alex VALDIVIELSO CHIAN, Toshiyuki MIYAMOTO

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In this letter, we introduce a knowledge reuse method to improve the performance of a learning algorithm developed to prevent interference in multi-car elevators. This method enables the algorithm to use its previously acquired experience in new learning processes. The simulation results confirm the improvement achieved in the algorithm's performance.

Publication: IEICE TRANSACTIONS on Fundamentals Vol.E95-A No.5 pp.990-995

Publication Date: 2012/05/01

Publicized

Online ISSN: 1745-1337

DOI: 10.1587/transfun.E95.A.990

Type of Manuscript: LETTER

Category: Concurrent Systems

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Alex VALDIVIELSO CHIAN, Toshiyuki MIYAMOTO, "Knowledge Reuse Method to Improve the Learning of Interference-Preventive Allocation Policies in Multi-Car Elevators" in IEICE TRANSACTIONS on Fundamentals, vol. E95-A, no. 5, pp. 990-995, May 2012, doi: 10.1587/transfun.E95.A.990.
Abstract: In this letter, we introduce a knowledge reuse method to improve the performance of a learning algorithm developed to prevent interference in multi-car elevators. This method enables the algorithm to use its previously acquired experience in new learning processes. The simulation results confirm the improvement achieved in the algorithm's performance.
URL: https://globals.ieice.org/en_transactions/fundamentals/10.1587/transfun.E95.A.990/_p

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@ARTICLE{e95-a_5_990,
author={Alex VALDIVIELSO CHIAN, Toshiyuki MIYAMOTO, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Knowledge Reuse Method to Improve the Learning of Interference-Preventive Allocation Policies in Multi-Car Elevators},
year={2012},
volume={E95-A},
number={5},
pages={990-995},
abstract={In this letter, we introduce a knowledge reuse method to improve the performance of a learning algorithm developed to prevent interference in multi-car elevators. This method enables the algorithm to use its previously acquired experience in new learning processes. The simulation results confirm the improvement achieved in the algorithm's performance.},
keywords={},
doi={10.1587/transfun.E95.A.990},
ISSN={1745-1337},
month={May},}

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TY - JOUR
TI - Knowledge Reuse Method to Improve the Learning of Interference-Preventive Allocation Policies in Multi-Car Elevators
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 990
EP - 995
AU - Alex VALDIVIELSO CHIAN
AU - Toshiyuki MIYAMOTO
PY - 2012
DO - 10.1587/transfun.E95.A.990
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E95-A
IS - 5
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - May 2012
AB - In this letter, we introduce a knowledge reuse method to improve the performance of a learning algorithm developed to prevent interference in multi-car elevators. This method enables the algorithm to use its previously acquired experience in new learning processes. The simulation results confirm the improvement achieved in the algorithm's performance.
ER -