Integration of AI and OR Techniques in Constraint Programming

Integration of AI and OR Techniques in Constraint Programming

13th International Conference, CPAIOR 2016, Banff, AB, Canada, May 29 - June 1, 2016, Proceedings

Quimper, Claude-Guy

Springer International Publishing AG

05/2016

421

Mole

Inglês

9783319339535

15 a 20 dias

6672

Descrição não disponível.
On CNF Encodings for Decision Diagrams.- Time-Series Constraints: Improvements and Application in CP and MIP Contexts.- Finding a Collection of MUSes Incrementally.-Decompositions Based on Decision Diagrams.- Logic-Based Decomposition Methods for the Travelling Purchaser Problem.- Lagrangian Decomposition via Subproblem Search.- Non-linear Optimization of Business Models in the Electricity Market.- Weighted Spanning Tree Constraint with Explanations.- Forward-Checking ltering for Nested Cardinality Constraints: Application to an Energy Cost Aware Production Planning Problem for Tissue Manufacturing.- Cyclic Routing of Unmanned Aerial Vehicles.- Parallelizing Constraint Programming with Learning.- Parallel Composition of Scheduling Solvers.- Rail Capacity Planning With Constraint Programming.- Scheduling Home Hospice Care with Logic-Based Benders Decomposition.- A Global Constraintfor Mining Sequential Patterns with GAP Constraint.- A Reservoir Balancing Constraint with Applications to Bike-Sharing.- Optimization Models for a Real-World Snow Plow Routing Problem.- The TASKINTERSECTION Constraint.- A Stochastic Continuous Optimization Backend for MiniZinc with Applications to Geometrical Placement Problems.- Constructions and In-place Operations for MDDs Based Constraints.- Balancing Nursing Workload by Constraint Programming.- Designing Spacecraft Command Loops Using Two-Dimension Vehicle Routing.- Constraint Programming Approach for Spatial Packaging Problem.- Detecting Semantic Groups in MIP Models.- Revisiting Two-Sided Stability Constraints.- Optimal Flood Mitigation over Flood Propagation Approximations.- A Bit-Vector Solver with Word Level Propagation.- A New Solver for the Minimum Weighted Vertex Cover Problem.- Optimal Upgrading Schemes for Eective Shortest Paths in Networks.
decision diagrams;approximations;knowledge representation;nonlinear programming;search methodologies;artificial intelligence;Benders' decomposition;business model definition;constraint programming;customer behavior modeling;filtering algorithm;home health care problem;knowledge reasoning;Lagrangian decomposition;mathematical optimization;mixed integer programming;multi-value decision diagrams;operations research;planning;scheduling