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Integration of AI and OR techniques in constraint programming for combinatorial optimization problems : 7th international conference, CPAIOR 2010, Bologna, Italy, June 14-18, 2010 ; proceedings / Andrea Lodi, Michela Milano, Paolo Toth (eds.).

By: (7th : International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimisation Problems (7th : 2010 : Bologna, Italy)Contributor(s): Lodi, Andrea | Milano, Michela | Toth, PaoloMaterial type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science ; 6140. | LNCS sublibrary. SL 1, Theoretical computer science and general issues.Publication details: Berlin ; New York : Springer, 2010. Description: 1 online resource (xi, 368 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783642135200; 364213520XOther title: CPAIOR 2010Subject(s): Combinatorial optimization -- Congresses | Combinatorial optimization -- Data processing -- Congresses | Constraint programming (Computer science) -- Congresses | Constraints (Artificial intelligence) -- Congresses | Operations research -- Technique -- Congresses | Artificial intelligence -- Technique -- Congresses | Electronic Data Processing | Computing Methodologies | Operations Research | Informatique | Combinatorial optimization | Combinatorial optimization -- Data processing | Constraint programming (Computer science) | Constraints (Artificial intelligence) | Kombinatorische Optimierung | Constraint-Programmierung | Bologna <2010>Genre/Form: Congress. | Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Integration of AI and OR techniques in constraint programming for combinatorial optimization problems.DDC classification: 519.6/4 LOC classification: QA402.5 | .C63 2010NLM classification: QA 402.5Online resources: Click here to access online
Contents:
Towards a MIP-cut metascheme (invited talk) / Matteo Fischetti -- Challenges for CPAIOR in computational sustainability (invited talk) / Carla P. Gomes -- Lazy clause generation : combining the power of SAT and CP (and MIP?) solving (invited talk) / Peter J. Stuckey -- On matrices, automata, and double counting / Nicolas Beldiceanu, Mats Carlsson, Pierre Flener, and Justin Pearson -- The increasing Nvalue constraint / Nicolas Beldiceanu, Fabien Hermenier, Xavier Lorca, and Thierry Petit -- Improving the Held and Karp approach with constraint programming / Pascal Benchimol, Jean-Charles Régin, Louis-Martin Rousseau, Michel Rueher, and Willem-Jan van Hoeve -- Characterization and automation of matching-based neighborhoods / Thierry Benoist -- Rapid learning for binary programs / Timo Berthold, Thibaut Feydy, and Peter J. Stuckey -- Hybrid methods for the multileaf collimator sequencing problem / Hadrien Cambazard, Eoin O'Mahony, and Barry O'Sullivan -- Automatically exploiting subproblem equivalence in constraint programming / Geoffrey Chu, Maria Garcia de la Banda, and Peter J. Stuckey -- Single-facility scheduling over long time horizons by logic-based Benders decomposition / Elvin Coban and John N. Hooker -- Integrated maintenance scheduling for semiconductor manufacturing / Andrew Davenport -- A constraint programming approach for the service consolidation problem / Kanika Dhyani, Stefano Gualandi, and Paolo Cremonesi -- Solving connected subgraph problems in wildlife conservation / Bistra Dilkina and Carla P. Gomes -- Consistency check for the bin packing constraint revisited / Julien Dupuis, Pierre Schaus, and Yves Deville -- A relax-and-cut framework for Gomory's mixed-integer cuts / Matteo Fischetti and Domenico Salvagnin -- An in-out approach to disjunctive optimization / Matteo Fischetti and Domenico Salvagnin -- A SAT encoding for multi-dimensional packing problems / Stéphane Grandcolas and Cédric Pinto -- Job shop scheduling with setup times and maximal time-lags : a simple constraint programming approach / Diarmuid Grimes and Emmanuel Hebrard -- On the design of the next generation access networks / Stefano Gualandi, Federico Malucelli, and Domenico L. Sozzi -- Vehicle routing for food rescue programs : a comparison of different approaches / Canan Gunes, Willem-Jan van Hoeve, and Sridhar Tayur -- Constraint programming and combinatorial optimisation in Numberjack / Emmanuel Hebrard, Eoin O'Mahony, and Barry O'Sullivan -- Automated configuration of mixed integer programming solvers / Frank Hutter, Holger H. Hoos, and Kevin Leyton-Brown -- Upper bounds on the number of solutions of binary integer programs / Siddhartha Jain, Serdar Kadioglu, and Meinolf Sellmann -- Matrix interdiction problem / Shiva Prasad Kasiviswanathan and Feng Pan -- Strong combination of ant colony optimization with constraint programming optimization / Madjid Khichane, Patrick Albert, and Christine Solnon -- Service-oriented volunteer computing for massively parallel constraint solving using portfolios / Zeynep Kiziltan and Jacopo Mauro -- Constraint programming with arbitrarily large integer variables / Anna Moss -- Constraint-based local search for constrained optimum paths problems / Quang Dung Pham, Yves Deville, and Pascal Van Hentenryck -- Stochastic constraint programming by neuroevolution with filtering / Steve D. Prestwich, S. Armagan Tarim, Roberto Rossi, and Brahim Hnich -- The weighted spanning tree constraint revisited / Jean-Charles Régin, Louis-Martin Rousseau, Michel Rueher, and Willem-Jan van Hoeve -- Constraint reasoning with uncertain data using CDF-intervals / Aya Saad, Carmen Gervet, and Slim Abdennadher -- Revisiting the soft global cardinality constraint / Pierre Schaus, Pascal Van Hentenryck, and Alessandro Zanarini -- A constraint integer programming approach for resource-constrained project scheduling / Timo Berthold, Stefan Heinz, Marco E. Lübbecke, Rolf H. Möhring, and Jens Schulz -- Strategic planning for disaster recovery with stochastic last mile distribution / Pascal Van Hentenryck, Russell Bent, and Carleton Coffrin -- Massively parallel constraint programming for supercomputers : challenges and initial results / Feng Xie and Andrew Davenport -- Boosting set constraint propagation for network design / Justin Yip, Pascal Van Hentenryck, and Carmen Gervet -- More robust counting-based search heuristics with alldifferent constraints / Alessandro Zanarini and Gilles Pesant.
In: Springer eBooksSummary: This book constitutes the refereed proceedings of the 7th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2010, held in Bologna, Italy, in June 2010. The 18 revised full papers and 17 revised short papers presented together with the extended abstracts of 3 invited talks were carefully reviewed and selected from 72 submissions. The papers are focused on both theoretical and practical, application-oriented issues and present current research with a special focus on the integration and hybridization of the approaches of constraint programming, artificial intelligence, and operations research technologies for solving large scale and complex real life combinatorial optimization problems.
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Includes bibliographical references and index.

Towards a MIP-cut metascheme (invited talk) / Matteo Fischetti -- Challenges for CPAIOR in computational sustainability (invited talk) / Carla P. Gomes -- Lazy clause generation : combining the power of SAT and CP (and MIP?) solving (invited talk) / Peter J. Stuckey -- On matrices, automata, and double counting / Nicolas Beldiceanu, Mats Carlsson, Pierre Flener, and Justin Pearson -- The increasing Nvalue constraint / Nicolas Beldiceanu, Fabien Hermenier, Xavier Lorca, and Thierry Petit -- Improving the Held and Karp approach with constraint programming / Pascal Benchimol, Jean-Charles Régin, Louis-Martin Rousseau, Michel Rueher, and Willem-Jan van Hoeve -- Characterization and automation of matching-based neighborhoods / Thierry Benoist -- Rapid learning for binary programs / Timo Berthold, Thibaut Feydy, and Peter J. Stuckey -- Hybrid methods for the multileaf collimator sequencing problem / Hadrien Cambazard, Eoin O'Mahony, and Barry O'Sullivan -- Automatically exploiting subproblem equivalence in constraint programming / Geoffrey Chu, Maria Garcia de la Banda, and Peter J. Stuckey -- Single-facility scheduling over long time horizons by logic-based Benders decomposition / Elvin Coban and John N. Hooker -- Integrated maintenance scheduling for semiconductor manufacturing / Andrew Davenport -- A constraint programming approach for the service consolidation problem / Kanika Dhyani, Stefano Gualandi, and Paolo Cremonesi -- Solving connected subgraph problems in wildlife conservation / Bistra Dilkina and Carla P. Gomes -- Consistency check for the bin packing constraint revisited / Julien Dupuis, Pierre Schaus, and Yves Deville -- A relax-and-cut framework for Gomory's mixed-integer cuts / Matteo Fischetti and Domenico Salvagnin -- An in-out approach to disjunctive optimization / Matteo Fischetti and Domenico Salvagnin -- A SAT encoding for multi-dimensional packing problems / Stéphane Grandcolas and Cédric Pinto -- Job shop scheduling with setup times and maximal time-lags : a simple constraint programming approach / Diarmuid Grimes and Emmanuel Hebrard -- On the design of the next generation access networks / Stefano Gualandi, Federico Malucelli, and Domenico L. Sozzi -- Vehicle routing for food rescue programs : a comparison of different approaches / Canan Gunes, Willem-Jan van Hoeve, and Sridhar Tayur -- Constraint programming and combinatorial optimisation in Numberjack / Emmanuel Hebrard, Eoin O'Mahony, and Barry O'Sullivan -- Automated configuration of mixed integer programming solvers / Frank Hutter, Holger H. Hoos, and Kevin Leyton-Brown -- Upper bounds on the number of solutions of binary integer programs / Siddhartha Jain, Serdar Kadioglu, and Meinolf Sellmann -- Matrix interdiction problem / Shiva Prasad Kasiviswanathan and Feng Pan -- Strong combination of ant colony optimization with constraint programming optimization / Madjid Khichane, Patrick Albert, and Christine Solnon -- Service-oriented volunteer computing for massively parallel constraint solving using portfolios / Zeynep Kiziltan and Jacopo Mauro -- Constraint programming with arbitrarily large integer variables / Anna Moss -- Constraint-based local search for constrained optimum paths problems / Quang Dung Pham, Yves Deville, and Pascal Van Hentenryck -- Stochastic constraint programming by neuroevolution with filtering / Steve D. Prestwich, S. Armagan Tarim, Roberto Rossi, and Brahim Hnich -- The weighted spanning tree constraint revisited / Jean-Charles Régin, Louis-Martin Rousseau, Michel Rueher, and Willem-Jan van Hoeve -- Constraint reasoning with uncertain data using CDF-intervals / Aya Saad, Carmen Gervet, and Slim Abdennadher -- Revisiting the soft global cardinality constraint / Pierre Schaus, Pascal Van Hentenryck, and Alessandro Zanarini -- A constraint integer programming approach for resource-constrained project scheduling / Timo Berthold, Stefan Heinz, Marco E. Lübbecke, Rolf H. Möhring, and Jens Schulz -- Strategic planning for disaster recovery with stochastic last mile distribution / Pascal Van Hentenryck, Russell Bent, and Carleton Coffrin -- Massively parallel constraint programming for supercomputers : challenges and initial results / Feng Xie and Andrew Davenport -- Boosting set constraint propagation for network design / Justin Yip, Pascal Van Hentenryck, and Carmen Gervet -- More robust counting-based search heuristics with alldifferent constraints / Alessandro Zanarini and Gilles Pesant.

This book constitutes the refereed proceedings of the 7th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2010, held in Bologna, Italy, in June 2010. The 18 revised full papers and 17 revised short papers presented together with the extended abstracts of 3 invited talks were carefully reviewed and selected from 72 submissions. The papers are focused on both theoretical and practical, application-oriented issues and present current research with a special focus on the integration and hybridization of the approaches of constraint programming, artificial intelligence, and operations research technologies for solving large scale and complex real life combinatorial optimization problems.

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