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This tutorial contains written versions of seven lectures on Computational Combinatorial Optimization given by leading members of the optimization community. The lectures introduce modern combinatorial optimization techniques, with an emphasis on branch and cut algorithms and Lagrangian relaxation approaches. Polyhedral combinatorics as the mathematical backbone of successful algorithms are covered from many perspectives, in particular, polyhedral projection and lifting techniques and the importance of modeling are extensively discussed. Applications to prominent combinatorial optimization problems, e.g., in production and transport planning, are treated in many places; in particular, the book contains a state-of-the-art account of the most successful techniques for solving the traveling salesman problem to optimality.
Programming (Mathematics) --- Combinatorial optimization --- Congresses --- Operations Research --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Mathematics. --- Information technology. --- Business --- Data structures (Computer science). --- Algorithms. --- Computer science --- Mathematical optimization. --- Combinatorics. --- Optimization. --- Discrete Mathematics in Computer Science. --- Algorithm Analysis and Problem Complexity. --- IT in Business. --- Data Structures. --- Data processing. --- Computational complexity. --- Computer software. --- Data structures (Computer scienc. --- Combinatorics --- Algebra --- Mathematical analysis --- IT (Information technology) --- Technology --- Telematics --- Information superhighway --- Knowledge management --- Software, Computer --- Computer systems --- Complexity, Computational --- Electronic data processing --- Machine theory --- Optimization (Mathematics) --- Optimization techniques --- Optimization theory --- Systems optimization --- Maxima and minima --- Operations research --- Simulation methods --- System analysis --- Computer science—Mathematics. --- Business—Data processing. --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- File organization (Computer science) --- Abstract data types (Computer science) --- Algorism --- Arithmetic --- Foundations --- Programming (Mathematics) - Congresses --- Combinatorial optimization - Congresses
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Complex analysis --- Discrete mathematics --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- discrete wiskunde --- complexe analyse (wiskunde) --- grafische vormgeving --- informatica --- KI (kunstmatige intelligentie) --- numerieke analyse
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Martin Grötschel is one of the most influential mathematicians of our time. He has received numerous honors and holds a number of key positions in the international mathematical community. He celebrated his 65th birthday on September 10, 2013. Martin Grötschel’s doctoral descendant tree 1983–2012, i.e., the first 30 years, features 39 children, 74 grandchildren, 24 great-grandchildren, and 2 great-great-grandchildren, a total of 139 doctoral descendants. This book starts with a personal tribute to Martin Grötschel by the editors (Part I), a contribution by his very special “predecessor” Manfred Padberg on “Facets and Rank of Integer Polyhedra” (Part II), and the doctoral descendant tree 1983–2012 (Part III). The core of this book (Part IV) contains 16 contributions, each of which is coauthored by at least one doctoral descendant. The sequence of the articles starts with contributions to the theory of mathematical optimization, including polyhedral combinatorics, extended formulations, mixed-integer convex optimization, superclasses of perfect graphs, efficient algorithms for subtree-telecenters, junctions in acyclic graphs, and preemptive restricted strip covering, as well as efficient approximation of non-preemptive restricted strip covering. Combinations of new theoretical insights with algorithms and experiments deal with network design problems, combinatorial optimization problems with submodular objective functions, and more general mixed-integer nonlinear optimization problems. Applications include VLSI layout design, systems biology, wireless network design, mean-risk optimization, and gas network optimization. Computational studies include a semidefinite branch and cut approach for the max k-cut problem, mixed-integer nonlinear optimal control, and mixed-integer linear optimization for scheduling and routing of fly-in safari planes. The two closing articles are devoted to computational advances in general mixed-integer linear optimization, the first by scientists working in industry, the second by scientists working in academia. These articles reflect the “scientific facets” of Martin Grötschel who has set standards in theory, computation, and applications.
Numerical methods of optimisation --- Operational research. Game theory --- Discrete mathematics --- Mathematics --- Planning (firm) --- Computer science --- Computer. Automation --- toegepaste wiskunde --- draadloze computernetwerken --- complexiteit --- discrete wiskunde --- automatisering --- informatica --- mathematische modellen --- wiskunde --- algoritmen
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Combinatorial optimization --- Edmonds, Jack --- Mathematics. --- Algorithms. --- Numerical analysis. --- Computer science --- Computer graphics. --- Probabilities. --- Probability Theory and Stochastic Processes. --- Discrete Mathematics in Computer Science. --- Algorithm Analysis and Problem Complexity. --- Numeric Computing. --- Computer Graphics. --- Distribution (Probability theory. --- Computational complexity. --- Computer software. --- Electronic data processing. --- Algorism --- Algebra --- Arithmetic --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Computers --- Office practice --- Software, Computer --- Computer systems --- Complexity, Computational --- Machine theory --- Distribution functions --- Frequency distribution --- Characteristic functions --- Probabilities --- Foundations --- Digital techniques --- Automation --- Computer science—Mathematics. --- Mathematical analysis --- Probability --- Statistical inference --- Combinations --- Mathematics --- Chance --- Least squares --- Mathematical statistics --- Risk --- Combinatorial optimization - Congresses
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Martin Grötschel is one of the most influential mathematicians of our time. He has received numerous honors and holds a number of key positions in the international mathematical community. He celebrated his 65th birthday on September 10, 2013. Martin Grötschel's doctoral descendant tree 1983-2012, i.e., the first 30 years, features 39 children, 74 grandchildren, 24 great-grandchildren, and 2 great-great-grandchildren, a total of 139 doctoral descendants. This book starts with a personal tribute to Martin Grötschel by the editors (Part I), a contribution by his very special "predecessor" Manfred Padberg on "Facets and Rank of Integer Polyhedra" (Part II), and the doctoral descendant tree 1983-2012 (Part III). The core of this book (Part IV) contains 16 contributions, each of which is coauthored by at least one doctoral descendant. The sequence of the articles starts with contributions to the theory of mathematical optimization, including polyhedral combinatorics, extended formulations, mixed-integer convex optimization, superclasses of perfect graphs, efficient algorithms for subtree-telecenters, junctions in acyclic graphs, and preemptive restricted strip covering, as well as efficient approximation of non-preemptive restricted strip covering. Combinations of new theoretical insights with algorithms and experiments deal with network design problems, combinatorial optimization problems with submodular objective functions, and more general mixed-integer nonlinear optimization problems. Applications include VLSI layout design, systems biology, wireless network design, mean-risk optimization, and gas network optimization. Computational studies include a semidefinite branch and cut approach for the max k-cut problem, mixed-integer nonlinear optimal control, and mixed-integer linear optimization for scheduling and routing of fly-in safari planes. The two closing articles are devoted to computational advances in general mixed-integer linear optimization, the first by scientists working in industry, the second by scientists working in academia. These articles reflect the "scientific facets" of Martin Grötschel who has set standards in theory, computation, and applications -- P.4 of cover.
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Dieses Buch zeigt wie es Unternehmen gelingt Ihre Geschäftsmodelle auf die Digitale Zukunft vorzubereiten und wie dadurch Wettbewerbsvorteile geschaffen und Kundenanforderungen besser erfüllt werden können. Die Autoren aus Praxis und Wissenschaft zeigen, wie die Digitale Transformation von Unternehmen über die gesamte Wertschöpfungskette hinweg gelingt. Die Beiträge behandeln Ansätze und Instrumente, Studienergebnisse und Best Practices unterschiedlicher Industrien im Kontext der Digitalen Transformation. Die Inhalte berücksichtigen divergierende Anforderungen von Unternehmen und Industrien und können nach Bedarf kombiniert und erweitert werden, um sie an die spezifischen Rahmenbedingungen eines Unternehmens anzupassen. Die Herausgeber Dr. Daniel Schallmo (Institut für Business Model Innovation Ulm - IfBMI) befasst sich mit den Themen Geschäftsmodell-Innovation, Strategischen Management und Prozessmanagment, schwerpunktmäßig im Business-to-Business-Bereich. Dr. Andreas Rusnjak (Institut für Business Model Innovation Ulm) ist befasst sich mit den Themen Transformation von Geschäftsmodellen, Strategie, Innovation, Customer-Oriented Marketing und Customer Experience Design, vorwiegend in B2C-Geschäftsfeldern. Prof. Dr. Johanna Anzengruber (Steinbeis-Hochschule Berlin & Siemens Healthcare) befasst sich mit den Themen strategische Zukunftsplanung, Innovationsmanagement und Kompetenzmanagement für globale Organisationen. Prof. Dr. Thomas Werani (Johannes Kepler Universität Linz, Institut für Handel, Absatz und Marketing) leitet die Abteilung Business-to-Business-Marketing und befasst sich mit Business-to-Business-Marketing mit Fokus auf Geschäftsmodelle, Wert-, Produkt- und Beziehungsmanagement. Prof. Dr. Michael Jünger (Technischen Hochschule Ingolstadt) befasst sich mit den Themen Strategisches Managements, Geschäftsmodell-Innovation, Unternehmenswachstum sowie der Erfolgsfaktorenforschung.
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Long description: This workbook offers a new and systematic approach about how to engage and excel in the practice of Business Design Innovation.
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Computer graphics --- Graph theory --- Mathematics. --- Algorithms. --- Computer science --- Computer graphics. --- Computer software. --- Engineering design. --- Mathematical Software. --- Engineering Design. --- Discrete Mathematics in Computer Science. --- Computer Graphics. --- Algorithm Analysis and Problem Complexity. --- Computational complexity. --- Complexity, Computational --- Electronic data processing --- Machine theory --- Design, Engineering --- Engineering --- Industrial design --- Strains and stresses --- Software, Computer --- Computer systems --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Engineering graphics --- Image processing --- Design --- Digital techniques --- Computer science—Mathematics. --- Algorism --- Algebra --- Arithmetic --- Foundations --- Computer graphics - Congresses --- Graph theory - Congresses
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Since its start in 1990, the IPCO conference series (held under the auspices of theMathematicalProgrammingSociety)hasbecomeanimportantforumforthe presentation of recent results in Integer Programming and Combinatorial Op- mization. This volume compiles the papers presented at IPCO XI, the eleventh conference in this series, held June 8–10, 2005, at the Technische Universit¨ at Berlin. The high interest in this conference series is evident in the large number of submissions. For IPCO XI, 119 extended abstracts of up to 10 pages were submitted. During its meeting on January 29–30, 2005, the Program Committee carefully selected 34 contributions for presentation in non-parallel sessions at the conference. The ?nal choices were not easy at all, since, due to the limited number of time slots, many very good papers could not be accepted. During the selection process the contributions were refereed according to the standards of refereed conferences. As a result of this procedure, you have in your hands a volume that contains papers describing high-quality research e?orts. The page limit for contributions to this proceedings volume was set to 15. You may ?nd full versions of the papers in scienti?c journals in the near future. We thank all the authors who submitted papers. Furthermore, the Program Committee is indebted to the many reviewers who, with their speci?c expertise, helped a lot in making the decisions.
Computer. Automation --- informatica --- numerieke analyse --- grafische vormgeving --- Artificial intelligence. Robotics. Simulation. Graphics --- complexe analyse (wiskunde) --- Discrete mathematics --- discrete wiskunde --- Complex analysis --- Computer science --- Integer programming --- Combinatorial optimization --- Computational complexity. --- Electronic data processing. --- Computer software. --- Computer graphics. --- Discrete Mathematics in Computer Science. --- Numeric Computing. --- Algorithm Analysis and Problem Complexity. --- Computer Graphics. --- Automatic drafting --- Graphic data processing --- Graphics, Computer --- Computer art --- Graphic arts --- Electronic data processing --- Engineering graphics --- Image processing --- Software, Computer --- Computer systems --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Computers --- Office practice --- Complexity, Computational --- Machine theory --- Digital techniques --- Automation --- Computer science—Mathematics. --- Numerical analysis. --- Algorithms. --- Algorism --- Algebra --- Arithmetic --- Mathematical analysis --- Foundations --- IPCO --- Discrete mathematics. --- Numerical Analysis. --- Discrete mathematical structures --- Mathematical structures, Discrete --- Structures, Discrete mathematical --- Numerical analysis
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In 1958, Ralph E. Gomory transformed the field of integer programming when he published a short paper that described his cutting-plane algorithm for pure integer programs and announced that the method could be refined to give a finite algorithm for integer programming. In January of 2008, to commemorate the anniversary of Gomory's seminal paper, a special session celebrating fifty years of integer programming was held in Aussois, France, as part of the 12th Combinatorial Optimization Workshop. This book is based on the material presented during this session. 50 Years of Integer Programming offers an account of featured talks at the 2008 Aussois workshop, namely - Michele Conforti, Gérard Cornuéjols, and Giacomo Zambelli: Polyhedral Approaches to Mixed Integer Linear Programming - William Cook: 50+ Years of Combinatorial Integer Programming - Francois Vanderbeck and Laurence A. Wolsey: Reformulation and Decomposition of Integer Programs The book contains reprints of key historical articles together with new introductions and historical perspectives by the authors: Egon Balas, Michel Balinski, Jack Edmonds, Ralph E. Gomory, Arthur M. Geoffrion, Alan J. Hoffman & Joseph B. Kruskal, Richard M. Karp, Harold W. Kuhn, and Ailsa H. Land & Alison G. Doig. It also contains written versions of survey lectures on six of the hottest topics in the field by distinguished members of the integer programming community: - Friedrich Eisenbrand: Integer Programming and Algorithmic Geometry of Numbers - Raymond Hemmecke, Matthias Köppe, Jon Lee, and Robert Weismantel: Nonlinear Integer Programming - Andrea Lodi: Mixed Integer Programming Computation - Francois Margot: Symmetry in Integer Linear Programming - Franz Rendl: Semidefinite Relaxations for Integer Programming - Jean-Philippe P. Richard and Santanu S. Dey: The Group-Theoretic Approach to Mixed Integer Programming Integer programming holds great promise for the future, and continues to build on its foundations. Indeed, Gomory's finite cutting-plane method for the pure integer case is currently being reexamined and is showing new promise as a practical computational method. This book is a uniquely useful celebration of the past, present and future of this important and active field. Ideal for students and researchers in mathematics, computer science and operations research, it exposes mathematical optimization, in particular integer programming and combinatorial optimization, to a broad audience.
Computer. Automation --- Discrete mathematics --- automatisering --- discrete wiskunde --- Integer programming --- Combinatorial optimization --- Programmation en nombres entiers --- Optimisation combinatoire --- Congresses --- Congrès --- EPUB-LIV-FT LIVMATHE LIVSTATI SPRINGER-B --- Programming (Mathematics) --- Mathematics --- Mathematical optimization --- Combinatorics
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