Solving Problems with Projections: From Phase Retrieval to Packing - Hardcover

Elser, Veit

Hardcover

ISBN 10: 1009475525 ISBN 13: 9781009475525

Verlag: Cambridge University Press, 2025

Inhaltsangabe

It is a curious fact that even notoriously difficult computational problems can be expressed in the form of a high-dimensional Venn diagram, where solutions lie in the overlap of a pair of remarkably simple sets, A and B. The simplicity of these sets enables operations called projections that locate the nearest point of A, or B, starting anywhere within the high-dimensional space.  This book introduces a novel method for tackling complex problems that exploits projections and the two-set structure, offering an effective alternative to traditional, gradient-based approaches. Beginning with phase retrieval, where A and B address the properties of an image and its Fourier transform, it progresses to more diverse challenges, such as sphere packing, origami design, sudoku and tiling puzzles, data dimension reduction, and neural network training. The text presents a detailed description of this powerful and original approach and is essential reading for physicists and applied mathematicians.

Über diesen Titel

Über die Autorin bzw. den Autor

Veit Elser, a Professor of Physics at Cornell University, is an expert in phase retrieval. His first major professional achievement was recognising that the atomic positions in quasicrystals could be understood as projections of points from a six-dimensional space into three dimensions. Projections continued to play a key role in his career, notably in 2001, when he discovered that the leading algorithm for solving the phase-retrieval problem was based on a pair of competing projections. Elser's work in physics was recognized by the William L. McMillan Prize.

Details zur Ausgabe

• Verlag: Cambridge University Press
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 1009475525
• ISBN 13: 9781009475525
• Einband: Tapa dura
• Anzahl der Seiten: 388
• Kontakt zum Hersteller: Nicht verfügbar