Learning and Intelligent Optimization: 11th International Conference, LION 11, Nizhny Novgorod, Russia, June 19-21, 2017, Revised Selected Papers

Front Matter ....Pages I-XIII
Front Matter ....Pages 1-1
 An Importance Sampling Approach to the Estimation of Algorithm Performance in Automated Algorithm Design  (Steven Adriaensen, Filip Moons, Ann Nowé)....Pages 3-17
 Test Problems for Parallel Algorithms of Constrained Global Optimization  (Konstantin Barkalov, Roman Strongin)....Pages 18-33
 Automatic Configuration of Kernel-Based Clustering: An Optimization Approach  (Antonio Candelieri, Ilaria Giordani, Francesco Archetti)....Pages 34-49
 Solution of the Convergecast Scheduling Problem on a Square Unit Grid When the Transmission Range is 2  (Adil Erzin)....Pages 50-63
 A GRASP for the Minimum Cost SAT Problem  (Giovanni Felici, Daniele Ferone, Paola Festa, Antonio Napoletano, Tommaso Pastore)....Pages 64-78
 A New Local Search for the p-Center Problem Based on the Critical Vertex Concept  (Daniele Ferone, Paola Festa, Antonio Napoletano, Mauricio G. C. Resende)....Pages 79-92
 An Iterated Local Search Framework with Adaptive Operator Selection for Nurse Rostering  (Angeliki Gretsista, Edmund K. Burke)....Pages 93-108
 Learning a Reactive Restart Strategy to Improve Stochastic Search  (Serdar Kadioglu, Meinolf Sellmann, Markus Wagner)....Pages 109-123
 Efficient Adaptive Implementation of the Serial Schedule Generation Scheme Using Preprocessing and Bloom Filters  (Daniel Karapetyan, Alexei Vernitski)....Pages 124-138
 Interior Point and Newton Methods in Solving High Dimensional Flow Distribution Problems for Pipe Networks  (Oleg O. Khamisov, Valery A. Stennikov)....Pages 139-149
 Hierarchical Clustering and Multilevel Refinement for the Bike-Sharing Station Planning Problem  (Christian Kloimüllner, Günther R. Raidl)....Pages 150-165
 Decomposition Descent Method for Limit Optimization Problems  (Igor Konnov)....Pages 166-179
 RAMBO: Resource-Aware Model-Based Optimization with Scheduling for Heterogeneous Runtimes and a Comparison with Asynchronous Model-Based Optimization  (Helena Kotthaus, Jakob Richter, Andreas Lang, Janek Thomas, Bernd Bischl, Peter Marwedel et al.)....Pages 180-195
 A New Constructive Heuristic for the No-Wait Flowshop Scheduling Problem  (Lucien Mousin, Marie-Eléonore Kessaci, Clarisse Dhaenens)....Pages 196-209
 Sharp Penalty Mappings for Variational Inequality Problems  (Evgeni Nurminski)....Pages 210-221
 A Nonconvex Optimization Approach to Quadratic Bilevel Problems  (Andrei Orlov)....Pages 222-234
 An Experimental Study of Adaptive Capping in irace  (Leslie Pérez Cáceres, Manuel López-Ibáñez, Holger Hoos, Thomas Stützle)....Pages 235-250
 Duality Gap Analysis of Weak Relaxed Greedy Algorithms  (Sergei P. Sidorov, Sergei V. Mironov)....Pages 251-262
 Controlling Some Statistical Properties of Business Rules Programs  (Olivier Wang, Leo Liberti)....Pages 263-276
Front Matter ....Pages 277-277
 Hybridization and Discretization Techniques to Speed Up Genetic Algorithm and Solve GENOPT Problems  (Francesco Romito)....Pages 279-292
Front Matter ....Pages 293-293
 Identification of Discontinuous Thermal Conductivity Coefficient Using Fast Automatic Differentiation  (Alla F. Albu, Yury G. Evtushenko, Vladimir I. Zubov)....Pages 295-300
 Comparing Two Approaches for Solving Constrained Global Optimization Problems  (Konstantin Barkalov, Ilya Lebedev)....Pages 301-306
 Towards a Universal Modeller of Chaotic Systems  (Erik Berglund)....Pages 307-313
 An Approach for Generating Test Problems of Constrained Global Optimization  (Victor Gergel)....Pages 314-319
 Global Optimization Using Numerical Approximations of Derivatives  (Victor Gergel, Alexey Goryachih)....Pages 320-325
 Global Optimization Challenges in Structured Low Rank Approximation  (Jonathan Gillard, Anatoly Zhigljavsky)....Pages 326-330
 A D.C. Programming Approach to Fractional Problems  (Tatiana Gruzdeva, Alexander Strekalovsky)....Pages 331-337
 Objective Function Decomposition in Global Optimization  (Oleg V. Khamisov)....Pages 338-344
 Projection Approach Versus Gradient Descent for Network’s Flows Assignment Problem  (Alexander Yu. Krylatov, Anastasiya P. Shirokolobova)....Pages 345-350
 An Approximation Algorithm for Preemptive Speed Scaling Scheduling of Parallel Jobs with Migration  (Alexander Kononov, Yulia Kovalenko)....Pages 351-357
 Learning and Intelligent Optimization for Material Design Innovation  (Amir Mosavi, Timon Rabczuk)....Pages 358-363
 Statistical Estimation in Global Random Search Algorithms in Case of Large Dimensions  (Andrey Pepelyshev, Vladimir Kornikov, Anatoly Zhigljavsky)....Pages 364-369
 A Model of FPGA Massively Parallel Calculations for Hard Problem of Scheduling in Transportation Systems  (Mikhail Reznikov, Yuri Fedosenko)....Pages 370-375
 Accelerating Gradient Descent with Projective Response Surface Methodology  (Alexander Senov)....Pages 376-382
 Emmental-Type GKLS-Based Multiextremal Smooth Test Problems with Non-linear Constraints  (Ya. D. Sergeyev, D. E. Kvasov, M. S. Mukhametzhanov)....Pages 383-388
Back Matter ....Pages 389-390