Exploiting structure in non-convex quadratic optimization and gas network planning under uncertainty

By (author) Jonas Schweiger

Book cover: Exploiting structure in non-convex quadratic optimization and gas network planning under uncertainty

Extent: 202 pages

Publisher: Logos Verlag Berlin

Subjects: Technical Sciences: Computer Science, Engineering, IT, & Math

Language: English

Paperback (Published)

(April 2018)

ISBN: 9783832546670

5.71 x 8.27 inches

Price: $59.00

In stock

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The amazing success of computational mathematical optimization over the last decades has been driven more by insights into mathematical structures than by the advance of computing technology. In this vein, Jonas Schweiger addresses applications, where nonconvexity in the model and uncertainty in the data pose principal difficulties. In the first part, he contributes strong relaxations for non-convex problems such as the non-convex quadratic programming and the Pooling Problem. In the second part, he contributes a robust model for gas transport network extension and a custom decomposition approach. All results are backed by extensive computational studies.

  • By (author) Jonas Schweiger

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