A Problem Solving Environment for interactive modelling of multiway data

Authors:
Ivo H. M. van Stokkum;Henri E. Bal
Affiliations:
Faculty of Sciences, Vrije Universiteit, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands;Faculty of Sciences, Vrije Universiteit, De Boelelaan 1081, 1081 HV, Amsterdam, The Netherlands
Venue:
Concurrency and Computation: Practice & Experience - Computational Frameworks
Year:
2006

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Abstract

A prototype Problem Solving Environment (PSE) is presented for problems in interactive modelling of multiway data. Multiway data result from measurements as a function of two or more independent variables. The PSE comprises a parameter estimation loop and a model adjustment loop. The model can be specified hierarchically using mathematically described building blocks which encapsulate the model assumptions. A typical case study of three-way data illustrates the need for interactive model adjustment. Requirements for interactive problem solving are discussed. Copyright © 2005 John Wiley & Sons, Ltd.