Operations Research and Cyber-Infrastructure

ISBN-13: 9780387888422 / Angielski / Twarda / 2009 / 462 str.

Matthew J. Saltzman; John W. Chinneck; Bjarni Kristjansson

Opis

Operations Research and Cyber-Infrastructure is the companion volume to the Eleventh INFORMS Computing Society Conference (ICS 2009), held in Charleston, South Carolina, from January 11 to 13, 2009. It includes 24 high-quality refereed research papers. As always, the focus of interest for ICS is the interface between Operations Research and Computer Science, and the papers in this volume reflect that interest. This is naturally an evolving area as computational power increases rapidly while decreasing in cost even more quickly. The papers included here illustrate the wide range of topics at this interface. For convenience, they are grouped in broad categories and subcategories. There are three papers on modeling, reflecting the impact of recent development in computing on that area. Eight papers are on optimization (three on integer programming, two on heuristics, and three on general topics, of which two involve stochastic/probabilistic processes). Finally, there are thirteen papers on applications (three on the conference theme of cyber-infrastructure, four on routing, and six on other interesting topics). Several of the papers could be classified in more than one way, reflecting the interactions between these topic areas.

Recenzje

From the reviews: "This book is the companion volume to the INFORMS Computing Society Conference held in January 2009, and that the focus of the conference was on the interface between Operations Research and Computer Science. ... a valuable resource for graduate students looking for promising areas of research and for faculty wishing to bring themselves up to date on work in progress on the OR/CS interface. ... an excellent addition to libraries of institutions in which there are graduate students in OR, or in Computer Science." (R. Bharath, Journal of the Operational Research Society, Vol. 61 (5), 2010)

Spis treści

Python Optimization Modeling Objects (Pyomo).- Object Oriented Modeling of Multistage Stochastic Linear Programs.- Aeon: Synthesizing Scheduling Algorithms from High-Level Models.- Optimization.- A Branch-and-cut Algorithm for Integer Bilevel Linear Programs.- A Principled Approach to Mixed Integer/Linear Problem Formulation.- Experiments with Branching using General Disjunctions.- A Weight Annealing Algorithm for Solving Two-dimensional Bin Packing Problems.- Solving the Maximum Cardinality Bin Packing Problem with a Weight Annealing-Based Algorithm.- Combinatorial Design of a Stochastic Markov Decision Process.- A Primal-Dual Slack Approach to Warmstarting Interior-Point Methods for Linear Programming.- Linear Dynamic Programming and the Training of Sequence Estimators.- Applications.- Approximate Algorithms for Maximizing the Capacity of the Reverse Link in Multiple–Class CDMA Systems.- Mathematical Formulations and Metaheuristics Comparison for the Push-Tree Problem.- Two-Edge Disjoint Survivable Network Design Problem with Relays.- Generating Random Test Networks for Shortest Path Algorithms.- A Branch-and-Price Algorithm for Combined Location and Routing Problems Under Capacity Restrictions.- Using Oriented Random Search to Provide a Set of Alternative Solutions to the Capacitated Vehicle Routing Problem.- Optimizing Paths in the Presence of Spherical Impediments.- Tailoring Classifier Hyperplanes to General Metrics.- The Multi-Sensor Nuclear Threat Detection Problem.- Radiotherapy optimAl Design: An Academic Radiotherapy Treatment Design System.- Integrated Forecasting and Inventory Control for Seasonal Demand.- A Provably Good Global Routing Algorithm in Multilayer IC and MCM Layout Designs.- Eliminating Poisson's Spot with Linear Programming.

Blurb

Operations Research and Cyber-Infrastructure is the companion volume to the Eleventh INFORMS Computing Society Conference (ICS 2009), held in Charleston, South Carolina, from January 11 to 13, 2009. It includes 24 high-quality refereed research papers.

As always, the focus of interest for ICS is the interface between Operations Research and Computer Science, and the papers in this volume reflect that interest. This is naturally an evolving area as computational power increases rapidly while decreasing in cost even more quickly. The papers included here illustrate the wide range of topics at this interface. For convenience, they are grouped in broad categories and subcategories. There are three papers on modeling, reflecting the impact of recent development in computing on that area. Eight papers are on optimization (three on integer programming, two on heuristics, and three on general topics, of which two involve stochastic/probabilistic processes). Finally, there are thirteen papers on applications (three on the conference theme of cyber-infrastructure, four on routing, and six on other interesting topics). Several of the papers could be classified in more than one way, reflecting the interactions between these topic areas.

About the Editors

John W. Chinneck is a professor in the Department of Systems and Computer Engineering at Carleton University, Ottawa, Canada. He is the Editor-in-Chief of the INFORMS Journal of Computing; a member of the editorial board of Computational Management Science; and Past Chair of the INFORMS Computing Society.

Bjarni Kristjansson is the founder of Maximal Software, a leading worldwide provider of software for developing and formulating models in the field of optimization.

Matthew Saltzman is an Associate Professor of Mathematical Sciences at Clemson University, Clemson, South Carolina. His research areas of interest are in Computational Operations Research and Mathematical Programming.