Integration of AI and OR techniques in constraint programming : 14th International Conference, CPAIOR 2017, Padua, Italy, June 5-8, 2017, Proceedings /: 14th International Conference, CPAIOR 2017, Padua, Italy, June 5-8, 2017, Proceedings. (2017)

• Record Type: Book
• Other Titles: CPAIOR 2017
• Further Information: Note: Edited by Domenico Salvagnin, Michele Lombardi.
• Editors: Salvagnin, Domenico; Lombardi, Michele
• Other Names: CPAIOR (Conference : 2014- ), 14th
• Contents: Sharpening Constraint Programming approaches for Bit-Vector Theory -- Range-Consistent Forbidden Regions of Allen's Relations -- MDDs are Efficient Modeling Tools: An Application to Dispersion Constraints -- On Finding the Optimal Relaxed Decision Diagram -- Design and Implementation of Bounded-Length Sequence Variables -- In Search of Balance: The Challenge of Generating Balanced Latin Rectangles -- Debugging Unsatisfiable Constraint Models -- Learning Decision Trees with Exible Constraints and Objectives Using Integer Optimization -- Relaxation Methods for Constrained Matrix Factorization Problems: Solving the Phase Mapping Problem in Materials Discovery -- Minimizing Landscape Resistance for Habitat Conservation -- A Hybrid Approach for Stator Winding Design Optimization -- A Distributed Optimal Method for the Geographically Distributed Data Centres Problem -- Explanation-Based-Weighted Degree -- Counting-Weighted Spanning Trees to Solve Constrained Minimum Spanning Tree Problems -- The Weighted Arborescence Constraint -- Learning When to Use a Decomposition -- Experiments with Conict Analysis in Mixed Integer Programming -- A First Look at Picking Dual Variables for Maximizing Reduced-cost Based fixing -- Experimental Validation of Volume-based Comparison for Double-McCormick Relaxations -- Vehicle Routing Problem with Min-max Objective and Heterogeneous Fleet -- Solving the Traveling Salesman Problem with Time Windows with Dynamic Discretization Discovery -- A Fast Prize-collecting Steiner Forest Algorithm for Functional Analyses in Biological Networks -- Scenario Based Learning for Stochastic Combinatorial Optimization -- Optimal Stock Sizing in a Cutting Stock Problem with Stochastic Demands -- Stochastic Task Networks: Trading Performance for Stability -- Rescheduling Railway Traffic on Real Time Situations Using Time-Interval Variables -- A Multi-stage Simulated Annealing Algorithm for the Torpedo Scheduling Problem -- Combining CP and ILP in a Tree Decomposition of Bounded Height to Solve the Sum Coloring Problem -- A Free, Open-Source Framework for (Customized) Tree Decompositions and Beyond -- The Nemhauser-Trotter Reduction and Lifted Message Passing for Weighted CSPs -- A Local Search Approach for Incomplete Soft Constraint Problems: Experimental Results on Meeting Scheduling Problems.
• Publisher Details: Cham : Springer
• Publication Date: 2017
• Extent: 1 online resource (xxiii, 420 pages), illustrations
• Subjects: 005.1/16; Computer science; Constraint programming (Computer science) -- Congresses; Combinatorial optimization -- Data processing -- Congresses; Artificial intelligence -- Congresses; Electronic data processing; Data structures (Computer science); Computational complexity; Computer software; Artificial intelligence; Artificial intelligence; Combinatorial optimization -- Data processing; Constraint programming (Computer science); Computers -- Data Modeling & Design; Computers -- Data Processing; Computers -- Programming -- Algorithms; Computers -- Intelligence (AI) & Semantics; Business & Economics -- Operations Research; Algorithms & data structures; Discrete mathematics; Artificial intelligence; Operational research; Mathematical theory of computation; Computer Science; Numeric Computing; Data Structures; Discrete Mathematics in Computer Science; Algorithm Analysis and Problem Complexity; Artificial Intelligence (incl. Robotics); Operations Research, Management Science; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319597768; 3319597760; 3319597752; 9783319597751
• Related ISBNs: 9783319597751
• Notes: Note: Includes bibliographical references and author index.; Note: Online resource; title from PDF title page (SpringerLink, viewed June 9, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.