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arxiv: 1409.6108 · v2 · pith:RIKDZKXInew · submitted 2014-09-22 · 🧮 math.DS

On the chaotic behavior of the Primal--Dual Affine--Scaling Algorithm for Linear Optimization

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keywords behaviorchaoticlinearmethodsoptimizationaffine--scalingalgorithmbeen
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We study a one-parameter family of quadratic maps, which serves as a template for interior point methods. It is known that such methods can exhibit chaotic behavior, but this has been verified only for particular linear optimization problems. Our results indicate that this chaotic behavior is generic.

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