Download or read book Exploiting structure in non-convex quadratic optimization and gas network planning under uncertainty written by Jonas Schweiger and published by Logos Verlag Berlin GmbH. This book was released on 2017 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.