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Integration of AI and or Techniques in Constraint Programming

Integration of AI and or Techniques in Constraint Programming


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About the Book

Call-Based Dynamic Programming for the Precedence Constrained Line Traveling Salesman.- Stable Roommates and Constraint Programming.- Detecting and Exploiting Permutation Structures in MIPs.- Solving the Quorumcast Routing Problem as a Mixed Integer Program.- A New MIP Model for Parallel-Batch Scheduling with Non-identical Job Sizes.- Mining (Soft-) Skypatterns Using Dynamic CSP.- Modelling with Option Types in MiniZinc.- Interactive Design of Sustainable Cities with a Distributed Local Search Solver.- Sliced Table Constraints: Combining Compression and Tabular Reduction.- The PrePack Optimization Problem.- An Integrated Constraint Programming Approach to Scheduling Sports Leagues with Divisional and Round-Robin Tournaments.- Local Search for a Cargo Assembly Planning Problem.- A Logic Based Benders' Approach to the Concrete Delivery Problem.- Evaluating CP Techniques to Plan Dynamic Resource Provisioning in Distributed Stream Processing.- Disregarding Duration Uncertainty in Partial Order Schedules? Yes, We Can.- An Exact Branch and Bound Algorithm with Symmetry Breaking for the Maximum Balanced Induced Biclique Problem.- Domain k-Wise Consistency Made as Simple as Generalized Arc Consistency.- Representative Encodings to Translate Finite CSPs into SAT.- SAT and Hybrid Models of the Car Sequencing Problem.- Continuously Degrading Resource and Interval Dependent Activity Durations in Nuclear Medicine Patient Scheduling.- Cost Impact Guided LNS.- Proteus: A Hierarchical Portfolio of Solvers and Transformations.- Buffered Resource Constraint: Algorithms and Complexity.- Combining Discrete Ellipsoid-Based Search and Branch-and-Cut for Binary Quadratic Programming Problems.- Parallel Combinatorial Optimization with Decision Diagrams .- A Portfolio Approach to Enumerating Minimal Correction Subsets for Satisfiability Problems.- Parallel Depth-Bounded Discrepancy Search.- Self-splitting of Workload in Parallel Computation.- The Markov Transition Constraint.- New Lower Bounds on the Number of Vehicles for the Vehicle Routing Problem with Time Windows.- Constrained Clustering Using Column Generation.- A Constraint Programming-Based Column Generation Approach for Operating Room Planning and Scheduling.- Dynamic Controllability and Dispatchability Relationships.


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Product Details
  • ISBN-13: 9783319070452
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: 2014 ed.
  • Language: English
  • Returnable: Y
  • Spine Width: 25 mm
  • Weight: 739 gr
  • ISBN-10: 3319070452
  • Publisher Date: 21 May 2014
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 482
  • Series Title: Lecture Notes in Computer Science / Theoretical Computer Sci
  • Sub Title: 11th International Conference, Cpaior 2014, Cork, Ireland, May 19-23, 2014, Proceedings
  • Width: 156 mm


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