Integration of Constraint Programming, Artificial Intelligence, and Operations Research: 15th International Conference, Cpaior 2018, Delft, the Nether

ISBN-13: 9783319930305 / Angielski / Miękka / 2018 / 616 str.

Willem-Jan Van Hoeve

Spis treści

Time-bounded Query Generator for Constraint Acquisition.- Propagating lex, Find and Replace with Dashed Strings.- Designing Fair, Effcient, and Interpretable Policies for Prioritizing Homeless Youth for Housing Resources.- An Efficient Relaxed Projection Method for Constrained Non-negative

Matrix Factorization with Application to the Phase-Mapping Problem in Materials Science.- Dealing with Demand Uncertainty in Service Network and Load Plan Design.- Energy-Aware Production Scheduling with Power-Saving Modes.- Episode Support: A Global Constraint for Mining Frequent Patterns in A Long Sequence of Events.- Off-line and on-line Optimization Under Uncertainty: A Case Study on Energy Management .- Reasoning on Sequences in Constraint-Based Local Search Frameworks.- Guiding Constraint Programming with Hot Starts for High School Timetabling.- Epiphytic Trees: Relational Consistency Applied to Global Optimization Problems.- Learning Heuristics for the TSP by Policy Gradient.- Three-Dimensional Matching Instances Are Rich in Stable Matchings.- From Backdoor Key to Backdoor Completability: Improving a Known Measure of Hardness for the Satisfiable CSP.- Constrained-based Differential Privacy: Releasing Optimal Power Flow Benchmarks Privately.- Chasing First Queens by Integer Programming.- Accelerating Counting-Based Search.- Model Agnostic Solution of CSPs via Deep Learning: A Preliminary Study.- Boosting Efficiency for Computing the Pareto Frontier on Tree Structured Networks.- Bandits Help Simulated Annealing to Complete a Maximin Latin Hypercube Design.- A Dynamic Discretization Discovery Algorithm for the Minimum Duration Time-Dependent Shortest Path Problem.- Observations from Parallelising Three Maximum Common (Connected) Subgraph Algorithms.- Horizontally Elastic Not-First/Not-Last Filtering Algorithm for Cumulative Resource Constraint.- Soft-regular with a Prefix-size Violation Measure.- Constraint and Mathematical Programming for Integrated Port Container Terminal Operations.- Heuristic Variants for A* Search in 3D Flight Planning.- Juniper: An Open-Source Nonlinear Branch-and-Bound Solver in Julia.- Objective Landscapes for Constraint Programming.- An Update on the Comparison of MIP, CP and Hybrid Approaches for Mixed Resource Allocation and Scheduling.- Modeling and Solving the Senior Transportation Problem.- Solver Independent Rotating Workforce Scheduling.- Greedy Randomized Search for Scalable Compilation of Quantum Circuits.- A Comparison of Optimization Methods for Multi-Objective Constrained Bin Packing Problems.- A O(n log^2 n) Checker and O(n^2 log n) Filtering Algorithm for the Energetic Reasoning.- The Weighted Circuits LMax Constraint.- A Local Search Framework for Compiling Relaxed Decision Diagrams.- Symmetry Breaking Inequalities from the Schreier-Sims table.- Frequency-based Multi-agent Patrolling Model and Its Area Partitioning Solution Method for Balanced Workload.- Algorithms for Sparse k-Monotone Regression.- Revisiting the Self-Adaptive Large Neighbourhood Search.- A Warning Propagation-Based Linear-Time-and-Space Algorithm for the Minimum Vertex Cover Problem on Giant Graphs.- Symbolic Bucket Elimination for Piecewise Continuous Constrained Optimization.- Learning a Classification of Mixed-Integer Quadratic Programming Problems.- Fleet Scheduling in Underground Mines using Constraint Programming.