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首页> 外文期刊>IEEE transactions on systems, man, and cybernetics. Part A, Systems and humans >Urban Transport Network Regulation and Evaluation: A Fuzzy Evolutionary Approach
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Urban Transport Network Regulation and Evaluation: A Fuzzy Evolutionary Approach

机译:城市交通网络管制与评估:模糊进化方法

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摘要

The real-time regulation of urban collective transport traffic is a very delicate problem, particularly in case of appearance of simultaneous disturbances (vehicle''s breakdown, strike, demonstration, etc.). Indeed, a regulator (a decision maker) has to carry out difficult tasks that are often inaccessible at the human scale and involve the assistance of a decision support system (DSS). In this paper, we present the main part of this DSS, i.e., the generator and the evaluator of the decision strategies for disrupted transport network regulation. The proposed module is based on a hybrid approach using a fuzzy evaluation method and evolutionary algorithms. It treats the online regulation problem as an optimization one and provides the regulator with evaluated and classified effective decisions by taking into account his/her preferences.
机译:城市集体运输交通的实时调节是一个非常棘手的问题,特别是在出现同时发生的干扰(车辆故障,罢工,示威等)的情况下。的确,监管者(决策者)必须执行通常在人类规模上难以企及的困难任务,并且需要决策支持系统(DSS)的协助。在本文中,我们介绍了此DSS的主要部分,即运输网络监管中断决策策略的生成器和评估器。提出的模块基于使用模糊评估方法和进化算法的混合方法。它将在线监管问题视为一种优化问题,并通过考虑其偏好为监管机构提供经过评估和分类的有效决策。

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