Structure and effectiveness analysis of an integrated traffic supervisory system

Research output: Contribution to journalConference articlepeer-review

Abstract

This paper addresses the problem of integrating Advanced Traveller Information Systems (ATIS) and Advanced Traffic Management Systems (ATMS). A framework that allows the integration of existing successful control implementations is reviewed. This framework is utilized to integrate the ATIS/ATMS control decisions of two operational schemes; ATIS stand-alone system (dynamic route guidance), and ATMS stand-alone control system (responsive signal control), and to form a dual non-cooperative supervisory traffic control system. The two operational schemes are formulated as bi-level optimization problems. Approximate simulation-based optimization algorithms are devised as representations of the existing control logic operating these schemes. These operational schemes are then integrated via as fuzzy-logic supervisory control system. Neural nets are utilized to develop the knowledge base of the fuzzy system and to calibrate the fuzzy set parameters. The neurofuzzy algorithm is tested on a simplified urban network.

Original languageEnglish
Pages (from-to)95-104
Number of pages10
JournalAdvances in Transport
Volume14
Publication statusPublished - 2003
EventNinth International Conference on Urban Transport and the Environment for the 21st Century, URBAN TRANSPORT IX - Crete, Greece
Duration: Mar 10 2003Mar 12 2003

ASJC Scopus subject areas

  • General Engineering

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