Chapter
Apr 26, 2012
A Framework for Visually Interactive Decision-Making and Design Using Evolutionary Multiobjective Optimization (VIDEO)
Publication: World Environmental and Water Resources Congress 2007: Restoring Our Natural Habitat
Abstract
This study presents a framework for Visually Interactive Decision-making and Design using Evolutionary Multiobjective Optimization (VIDEO). The VIDEO framework allows users to visually navigate large multiobjective solution sets while aiding decision makers in identifying one or more optimal designs. Specifically, the interactive visualization framework is intended to provide an innovative exploration tool for high-order Pareto-optimal solution sets (i.e., solution sets for three or more objectives). The framework is demonstrated for a long-term groundwater monitoring (LTM) application in which users can explore and visualize tradeoffs for up to four design objectives, simultaneously. Interactive functionality within the framework allows the user to select solutions within the objective space and visualize the corresponding monitoring plan's performance in the design space. This functionality provides the user with a holistic picture of the information provided by a particular solution, ultimately allowing them to make a more informed decision. In addition, the ease with which the framework allows users to navigate and compare solutions as well as design tradeoffs leads to a time efficient analysis, even when there are thousands of potential solutions.
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© 2007 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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Joshua B. Kollat
Department of Civil and Environmental Engineering, The Pennsylvania State University, 212 Sackett Building, University Park, PA 16802-1408
Department of Civil and Environmental Engineering, The Pennsylvania State University, 212 Sackett Building, University Park, PA 16802-1408. E-mail: [email protected]
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