A curve-fitting genetic algorithm for a styling application

A curve-fitting genetic algorithm for a styling application

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Article ID: iaor200923
Country: Netherlands
Volume: 179
Issue: 3
Start Page Number: 895
End Page Number: 905
Publication Date: Jun 2007
Journal: European Journal of Operational Research
Authors: ,
Keywords: heuristics: genetic algorithms
Abstract:

Fitting curves in computer-aided geometric design is generally regarded as an optimisation problem. Depending on the application, the conditions to be satisfied can make the problem difficult to solve using classic methods, and for this reason, stochastic methods, such as genetic algorithms appear to be appropriate. This article considers a curve fitting problem, with the objective of generating shapes with specific curvature variations for use in the design of car bodies. To this end, a particular curve model was developed and implemented within a genetic algorithm.

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