Visual Analytics Approach to User-Controlled Evacuation Scheduling

Author:

Andrienko Gennady1,Andrienko Natalia1,Bartling Ulrich1

Affiliation:

1. Fraunhofer Institute for Intelligent Analysis and Information Systems (IAIS), Schloss Birlinghoven, Sankt Augustin, Germany

Abstract

Application of the ideas of visual analytics is a promising approach to supporting decision making, in particular, where the problems have geographic (or spatial) and temporal aspects. Visual analytics may be especially helpful in time-critical applications, which pose hard challenges to decision support. We have designed a suite of tools to support transportation-planning tasks such as emergency evacuation of people from a disaster-affected area. The suite combines a tool for automated scheduling based on a genetic algorithm with visual analytics techniques allowing the user to evaluate tool results and direct its work. A transportation schedule, which is generated by the tool, is a complex construct involving geographical space, time, and heterogeneous objects (people and vehicles) with states and positions varying in time. We apply task-analytical approach to design techniques that could effectively support a human planner in the analysis of this complex information.

Publisher

SAGE Publications

Subject

Computer Vision and Pattern Recognition

Reference13 articles.

1. Geovisual analytics for spatial decision support: Setting the research agenda

2. Genetic Algorithms—Principles and Perspectives

3. Bartling U, Mühlenbein H. Optimization of large scale parcel distribution systems by the Breeder Genetic Algorithm (BGA). In: Bäck T (Ed). Proceedings of the 7th International Conference on Genetic Algorithms (Michigan State University, East Lansing, MI) San Francisco: Morgan Kaufman, 1997; 473–480.

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