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E-grāmata: Integration of AI and OR Techniques in Constraint Programming: 12th International Conference, CPAIOR 2015, Barcelona, Spain, May 18-22, 2015, Proceedings

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  • Sērija : Lecture Notes in Computer Science 9075
  • Izdošanas datums: 15-Apr-2015
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783319180083
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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 9075
  • Izdošanas datums: 15-Apr-2015
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783319180083

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This book constitutes the proceedings of the 12th International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2015, held in Barcelona, Spain, in May 2015.
The 29 papers presented together with 8 short papers in this volume were carefully reviewed and selected from 90 submissions. The purpose of the conference series is to bring together researchers in the fields of Constraint Programming, Artificial Intelligence and Operations Research to explore ways of solving hard and large scale combinatorial optimization problems that emerge in various industrial domains. Pooling the skills and strengths of this diverse group of researchers has proved extremely effective and valuable during the past decade leading to improvements and cross-fertilization between the three fields as well as breakthrough for actual applications.
A Time-Dependent No-Overlap Constraint: Application to Urban Delivery Problems
1(17)
Penelope Aguiar Melgarejo
Philippe Laborie
Christine Solnon
Rectangle Placement for VLSI Testing
18(13)
Merav Aharoni
Odellia Boni
Ari Freund
Lidor Goren
Wesam Ibraheem
Tamir Segev
A Constraint-Based Local Search for Edge Disjoint Rooted Distance-Constrained Minimum Spanning Tree Problem
31(16)
Alejandro Arbelaez
Deepak Mehta
Barry O. Sullivan
Luis Quesada
A Benders Approach to the Minimum Chordal Completion Problem
47(18)
David Bergman
Arvind U. Raghunathan
MaxSAT-Based Scheduling of B2B Meetings
65(9)
Miquel Bofill
Marc Garcia
Josep Suy
Mateu Villaret
Embedding Decision Trees and Random Forests in Constraint Programming
74(17)
Alessio Bonfietti
Michele Lombardi
Michela Milano
Scheduling with Fixed Maintenance, Shared Resources and Nonlinear Feedrate Constraints: A Mine Planning Case Study
91(17)
Christina N. Burt
Nir Lipovetzky
Adrian R. Pearce
Peter J. Stuckey
Learning Value Heuristics for Constraint Programming
108(16)
Geoffrey Chu
Peter J. Stuckey
Derivative-Free Optimization: Lifting Single-Objective to Multi-Objective Algorithm
124(17)
Cyrille Dejemeppe
Pierre Schaus
Yves Deville
Branching on Multi-aggregated Variables
141(16)
Gerald Gamrath
Anna Melchiori
Timo Berthold
Ambros M. Gleixner
Domenico Salvagnin
Time-Table Disjunctive Reasoning for the Cumulative Constraint
157(16)
Steven Gay
Renaud Hartert
Pierre Schaus
Uncertain Data Dependency Constraints in Matrix Models
173(9)
C. Gervet
S. Galichet
An Efficient Local Search for Partial Latin Square Extension Problem
182(17)
Kazuya Haraguchi
Enhancing MIP Branching Decisions by Using the Sample Variance of Pseudo Costs
199(16)
Gregor Hendel
BDD-Guided Clause Generation
215(16)
Brian Kell
Ashish Sabharwal
Willem-Jan van Hoeve
Combining Constraint Propagation and Discrete Ellipsoid-Based Search to Solve the Exact Quadratic Knapsack Problem
231(9)
Wen-Yang Ku
J. Christopher Beck
Large Neighborhood Search for Energy Aware Meeting Scheduling in Smart Buildings
240(15)
Boon Ping Lim
Menkes van den Briel
Sylvie Thiebaux
Russell Bent
Scott Backhaus
ILP and CP Formulations for the Lazy Bureaucrat Problem
255(16)
Fabio Furini
Ivana Ljubic
Markus Sinnl
The Smart Table Constraint
271(17)
Jean-Baptiste Mairy
Yves Deville
Christophe Lecoutre
Constraint-Based Sequence Mining Using Constraint Programming
288(18)
Benjamin Negrevergne
Tias Guns
A Comparative Study of MIP and CP Formulations for the B2B Scheduling Optimization Problem
306(16)
Gilles Pesant
Gregory Rix
Louis-Martin Rousseau
Constraint-Based Local Search for Golomb Rulers
322(10)
M.M. Alam Polash
M.A. Hakim Newton
Abdul Sattar
Packing While Traveling: Mixed Integer Programming for a Class of Nonlinear Knapsack Problems
332(15)
Sergey Polyakovskiy
Frank Neumann
MaxSAT-Based Cutting Planes for Learning Graphical Models
347(10)
Paul Saikko
Brandon Malone
Matti Jarvisalo
A Multistage Stochastic Programming Approach to the Dynamic and Stochastic VRPTW
357(18)
Michael Saint-Guillain
Yves Deville
Christine Solnon
Constraint Solving on Bounded String Variables
375(18)
Joseph D. Scott
Pierre Flener
Justin Pearson
Freight Train Threading with Different Algorithms
393(17)
Ilankaikone Senthooran
Mark Wallace
Leslie De Koninck
Learning General Constraints in CSP
410(17)
Michael Veksler
Ofer Strichman
Understanding the Potential of Propagators
427(10)
Sascha Van Cauwelaert
Michele Lombardi
Pierre Schaus
Failure-Directed Search for Constraint-Based Scheduling
437(18)
Petr Vilim
Philippe Laborie
Paul Shaw
Author Index 455