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Compact Extended Linear Programming Models: EURO Advanced Tutorials on Operational Research

Autor Giuseppe Lancia, Paolo Serafini
en Limba Engleză Hardback – 13 oct 2017
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. 
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Specificații

ISBN-13: 9783319639758
ISBN-10: 3319639757
Pagini: 208
Ilustrații: IX, 208 p. 37 illus.
Dimensiuni: 155 x 235 x 19 mm
Greutate: 0.49 kg
Ediția:1st ed. 2018
Editura: Springer International Publishing
Colecția Springer
Seria EURO Advanced Tutorials on Operational Research

Locul publicării:Cham, Switzerland

Cuprins

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.

Recenzii

“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)

Notă biografică

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.


Textul de pe ultima copertă

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 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 andsoftware engineers in industry exploring techniques for developing optimization models for their specific problems.

Caracteristici

Presents, perhaps for the first time, the theory of compact extended ILP models in the most general and didactic form possible Provides a compact yet comprehensive introduction into exponential-size integer linear programming models Includes a wealth of examples from various application areas Some chapters are self-contained and can be used as short tutorials to the corresponding topics Includes supplementary material: sn.pub/extras