Elevator Group Supervisory Control System Using Genetic Network Programming with Functional Localization

Author:

Eguchi Toru, ,Zhou Jin,Eto Shinji,Hirasawa Kotaro,Hu Jinglu,Markon Sandor,

Abstract

Genetic Network Programming (GNP) having a directed graph structure has been proposed as a new method of evolutionary computation. Recently, GNP has been applied to elevator group supervisory control system (EGSCS), a real-world problem, to demonstrate its applicability and effectiveness. Its previous study considers the known and fixed traffic flow, however, it is changed dynamically with time in real elevator systems. Therefore, an EGSCS with dynamic adaptive control considering such changes should be studied for practical applications. In this paper, we have applied GNP with functional localization to an EGSCS to construct such an adaptive system. In our proposal, the switching GNP can switch the functionally localized GNPs (assigning GNPs) based on the special traffic. Simulation confirmed the adaptability and effectiveness of our proposal in daily office-building traffic.

Publisher

Fuji Technology Press Ltd.

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Human-Computer Interaction

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Metaheuristic algorithms for elevator group control system: a holistic review;Soft Computing;2023-07-03

2. A traffic-flow-adaptive controller of double-deck elevator systems using genetic network programming;IEEJ Transactions on Electrical and Electronic Engineering;2008-11

3. A Double-Deck Elevator Group Supervisory Control System Using Genetic Network Programming;IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews);2008-07

4. Double-deck elevator systems adaptive to traffic flows using Genetic Network Programming;2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence);2008-06

5. DNA Computing and its Application;Studies in Computational Intelligence;2008

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