EAN: 9783319639758

Produktdaten aktualisiert am: 05.11.2024
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This book provides a handy unified introduction to the theory of compact extended formulations of exponential-size integer linear programming (ILP) models. Compact extended formulations are equally powerful but polynomial-sized models whose solutions do not require the implementation of separation and pricing procedures. The book is written in a general didactic form first developing the background theoretical concepts (polyhedra projections linear and integer programming) and then delving into the various techniques for compact extended reformulations. The techniques are illustrated through a wealth of examples touching on many application areas such as classical combinatorial optimization network design timetabling scheduling routing computational biology and bioinformatics. The book is intended for graduate or PhD students - either as an advanced course on selected topics or within a more general course on ILP and mathematical programming - as well as for practitioners and software engineers in industry exploring techniques for developing optimization models for their specific problems.

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