
Compact Extended Linear Programming Models
Springer (Publisher)
Published on 13. October 2017
Book
Hardback
IX, 208 pages
978-3-319-63975-8 (ISBN)
Description
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 practitionersand software engineers in industry exploring techniques for developing optimization models for their specific problems.
Reviews / Votes
"This book is dedicated to presenting and applying the methods of compact extended formulations of linear optimization problems and polyhedra. . The main merit of this book is that it presents in a unified way the state of the art in the matter in discussion. . I consider the book to be a useful contribution to the literature on applications of (combinatorial) linear optimization problems . ." (Sorin-Mihai Grad, zbMATH 1390.90004, 2018)More details
Series
Edition
1st ed. 2018
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Primary & secondary/elementary & high school
Illustrations
37 s/w Abbildungen
IX, 208 p. 37 illus.
Dimensions
Height: 241 mm
Width: 160 mm
Thickness: 18 mm
Weight
500 gr
ISBN-13
978-3-319-63975-8 (9783319639758)
DOI
10.1007/978-3-319-63976-5
Schweitzer Classification
Other editions
Additional editions

Giuseppe Lancia | Paolo Serafini
Compact Extended Linear Programming Models
Book
08/2018
Springer
€69.54
Shipment within 10-15 days

Giuseppe Lancia | Paolo Serafini
Compact Extended Linear Programming Models
E-Book
08/2017
Springer
€69.54
Available for download
Persons
Giuseppe Lancia is Professor of Operations Research in the Department of Mathematics and Computer Science at the University of Udine, Italy.Paolo Serafini is Professor of Operations Research in the Department of Mathematics and Computer Science at the University of Udine, Italy.
Content
Introduction.- Polyhedra.- Linear Programming.- Integer Linear Programming.- Large-scale Linear Programming.- General Techniques for Compact Formulations.- The Permutahedron.- The Parity Polytope.- Trees.- Cuts and Induced Bipartite Subgraphs.- Stable Sets.- Traveling Salesman Problems.- Packing.- Scheduling.- Computational Biology Problems.