Integration of AI and OR Techniques in Constraint Programming: 12th International Conference, CPAIOR 2015, Barcelona, Spain, May 18-22, 2015, Proceedings - Lecture Notes in Computer Science - Laurent Michel - Grāmatas - Springer International Publishing AG - 9783319180076 - 2015. gada 22. aprīlis
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Laurent Michel
Integration of AI and OR Techniques in Constraint Programming: 12th International Conference, CPAIOR 2015, Barcelona, Spain, May 18-22, 2015, Proceedings - Lecture Notes in Computer Science 2015 edition

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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.

Marc Notes: Conference proceedings.; Includes bibliographical references and index.; This book constitutes the proceedings of the International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2015, held in Barcelona in May 2015. Table of Contents: A Time-Dependent No-Overlap Constraint: Application to Urban Delivery Problems.-Rectangle Placement for VLSI Testing.-A Constraint-Based Local Search for Edge Disjoint Rooted Distance-Constrained Minimum Spanning Tree Problem.-A Benders Approach to the Minimum Chordal Completion Problem.-MaxSAT-Based Scheduling of B2B Meetings.-Embedding Decision Trees and Random Forests in Constraint Programming.-Scheduling with Fixed Maintenance, Shared Resources and Nonlinear Feedrate Constraints: A Mine Planning Case Study.-Learning Value Heuristics for Constraint Programming.-Derivative-Free Optimization: Lifting Single-Objective to Multi-Objective Algorithm.-Branching on Multi-aggregated Variables.-Time-Table Disjunctive Reasoning for the Cumulative Constraint.-Uncertain Data Dependency Constraints in Matrix Models.-An Efficient Local Search for Partial Latin Square Extension Problem.-Enhancing MIP Branching Decisions by Using the Sample Variance of Pseudo Costs.-BDD-Guided Clause Generation.-Combining Constraint Propagation and Discrete Ellipsoid-Based Search to Solve the Exact Quadratic Knapsack Problem.-Large Neighborhood Search for Energy Aware Meeting Scheduling in Smart Buildings.-ILP and CP Formulations for the Lazy Bureaucrat Problem.-The Smart Table Constraint.-Constraint-Based Sequence Mining Using Constraint Programming.-A Comparative Study of MIP and CP Formulations for the B2B Scheduling Optimization Problem.-Constraint-Based Local Search for Golomb Rulers.-Packing While Traveling: Mixed Integer Programming for a Class of Nonlinear Knapsack Problems.-MaxSAT-Based Cutting Planes for Learning Graphical Models.-A Multistage Stochastic Programming Approach to the Dynamic and Stochastic VRPTW.-Constraint Solving on Bounded String Variables.-Freight Train Threading with Different Algorithms.-Learning General Constraints in CSP.-Understanding the Potential of Propagators.-Failure-Directed Search for Constraint-Based Scheduling."

Contributor Bio:  Michel, Laurent Laurent Michel is Assistant Professor in the Department of Computer Science and Engineering at the University of Connecticut.

Mediji Grāmatas     Paperback Book   (Grāmata ar mīksto vāku un līmēto muguru)
Izlaists 2015. gada 22. aprīlis
ISBN13 9783319180076
Izdevēji Springer International Publishing AG
Lapas 456
Izmēri 155 × 235 × 25 mm   ·   7,26 kg
Valoda Vācu  
Redaktors Michel, Laurent

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