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6th LION 2012: Paris, France
- Youssef Hamadi, Marc Schoenauer:
Learning and Intelligent Optimization - 6th International Conference, LION 6, Paris, France, January 16-20, 2012, Revised Selected Papers. Lecture Notes in Computer Science 7219, Springer 2012, ISBN 978-3-642-34412-1
Long Papers
- Ethan Burns, Wheeler Ruml
:
Iterative-Deepening Search with On-Line Tree Size Prediction. 1-15 - Gilles Caporossi, Pierre Hansen:
A Learning Optimization Algorithm in Graph Theory - Versatile Search for Extremal Graphs Using a Learning Algorithm. 16-30 - Marco Caserta
A Math-Heuristic Dantzig-Wolfe Algorithm for the Capacitated Lot Sizing Problem. 31-41 - Tristan Cazenave, Fabien Teytaud:
Application of the Nested Rollout Policy Adaptation Algorithm to the Traveling Salesman Problem with Time Windows. 42-54 - Frank Hutter, Holger H. Hoos, Kevin Leyton-Brown:
Parallel Algorithm Configuration. 55-70 - Guanbo Jia, Zixing Cai, Mirco Musolesi
Community Detection in Social and Biological Networks Using Differential Evolution. 71-85 - Naoya Kowatari, Akira Oyama, Hernán E. Aguirre, Kiyoshi Tanaka:
A Study on Large Population MOEA Using Adaptive ε-Box Dominance and Neighborhood Recombination for Many-Objective Optimization. 86-100 - Franco Mascia, Thomas Stützle
A Non-adaptive Stochastic Local Search Algorithm for the CHeSC 2011 Competition. 101-114 - Olaf Mersmann
Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness. 115-129 - Michael Morak
Evaluating Tree-Decomposition Based Algorithms for Answer Set Programming. 130-144 - Mike Preuss, Tobias Wagner, David Ginsbourger
High-Dimensional Model-Based Optimization Based on Noisy Evaluations of Computer Games. 145-159 - Thomas Philip Runarsson
Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling. 160-174 - Francesco Sambo, Barbara Di Camillo:
Minimizing Time When Applying Bootstrap to Contingency Tables Analysis of Genome-Wide Data. 175-189 - Marius Schneider, Holger H. Hoos:
Quantifying Homogeneity of Instance Sets for Algorithm Configuration. 190-204 - James Styles, Holger H. Hoos, Martin Müller:
Automatically Configuring Algorithms for Scaling Performance. 205-219 - Michèle Sebag, Olivier Teytaud:
Upper Confidence Tree-Based Consistent Reactive Planning Application to MineSweeper. 220-234 - Tamara Ulrich, Lothar Thiele:
Bounding the Effectiveness of Hypervolume-Based (μ + λ)-Archiving Algorithms. 235-249 - Gabriele Valentini
Optimization by ℓ1-Constrained Markov Fitness Modelling. 250-264 - James D. Walker, Gabriela Ochoa
Vehicle Routing and Adaptive Iterated Local Search within the HyFlex Hyper-heuristic Framework. 265-276 - L. Darrell Whitley, Francisco Chicano
Quasi-elementary Landscapes and Superpositions of Elementary Landscapes. 277-291 - Tony Wauters
Fast Permutation Learning. 292-306 - Bo Yang, Liang Guang, Tero Säntti, Juha Plosila
Parameter-Optimized Simulated Annealing for Application Mapping on Networks-on-Chip. 307-322 - Xi Yun, Susan L. Epstein:
Learning Algorithm Portfolios for Parallel Execution. 323-338
Short Papers
- Romain Benassi, Julien Bect
Bayesian Optimization Using Sequential Monte Carlo. 339-342 - Yesnier Bravo
Influence of the Migration Period in Parallel Distributed GAs for Dynamic Optimization. 343-348 - Ching-Yuen Chan
A Hyper-Heuristic Inspired by Pearl Hunting. 349-353 - Tomasz Cichowicz, Maciej Drozdowski, Michal Frankiewicz, Grzegorz Pawlak
Five Phase and Genetic Hive Hyper-Heuristics for the Cross-Domain Search. 354-359 - Emanuele Corsano, Davide A. Cucci
Implicit Model Selection Based on Variable Transformations in Estimation of Distribution. 360-365 - Adrien Couëtoux, Hassen Doghmen, Olivier Teytaud:
Improving the Exploration in Upper Confidence Trees. 366-371 - Audrey Delevacq, Pierre Delisle
Parallel GPU Implementation of Iterated Local Search for the Travelling Salesman Problem. 372-377 - Daniel Diaz
Constraint-Based Local Search for the Costas Array Problem. 378-383 - Luca Di Gaspero
Evaluation of a Family of Reinforcement Learning Cross-Domain Optimization Heuristics. 384-389 - Adrien Goëffon, Frédéric Lardeux
Autonomous Local Search Algorithms with Island Representation. 390-395 - Christian Grimme, Joachim Lepping:
An Approach to Instantly Use Single-Objective Results for Multi-objective Evolutionary Combinatorial Optimization. 396-401 - Federico Heras, António Morgado
Lower Bounds and Upper Bounds for MaxSAT. 402-407 - Helga Ingimundardottir
Determining the Characteristic of Difficult Job Shop Scheduling Instances for a Heuristic Solution Method. 408-412 - Janis Janusevskis, Rodolphe Le Riche
Expected Improvements for the Asynchronous Parallel Global Optimization of Expensive Functions: Potentials and Challenges. 413-418 - Leonard Judt, Olaf Mersmann
Effect of SMS-EMOA Parameterizations on Hypervolume Decreases. 419-424 - Peter Krcah:
Effects of Speciation on Evolution of Neural Networks in Highly Dynamic Environments. 425-430 - Adrian Kügel:
Natural Max-SAT Encoding of Min-SAT. 431-436 - Andreas Lehrbaum, Nysret Musliu
A New Hyperheuristic Algorithm for Cross-Domain Search Problems. 437-442 - Julien Lepagnot, Amir Nakib
Brain Cine-MRI Sequences Registration Using B-Spline Free-Form Deformations and MLSDO Dynamic Optimization Algorithm. 443-448 - Ivan Martino
Global Optimization for Algebraic Geometry - Computing Runge-Kutta Methods. 449-454 - Ruben Martins, Vasco Manquinho
Clause Sharing in Parallel MaxSAT. 455-460 - Mustafa Misir
An Intelligent Hyper-Heuristic Framework for CHeSC 2011. 461-466 - Atefeh Moghaddam, Farouk Yalaoui, Lionel Amodeo:
An Efficient Meta-heuristic Based on Self-control Dominance Concept for a Bi-objective Re-entrant Scheduling Problem with Outsourcing. 467-471 - Rui Jorge Rei, João Pedro Pedroso
A Tree Search Approach to Sparse Coding. 472-477 - Hiroyuki Sato, Carlos A. Coello Coello
Adaptive Control of the Number of Crossed Genes in Many-Objective Evolutionary Optimization. 478-484 - Tomohiro Sonobe
Counter Implication Restart for Parallel SAT Solvers. 485-490 - Dirk Thierens, Peter A. N. Bosman:
Learning the Neighborhood with the Linkage Tree Genetic Algorithm. 491-496 - Nadarajen Veerapen
A Comparison of Operator Utility Measures for On-Line Operator Selection in Local Search. 497-502 - Paolo Viappiani:
Monte Carlo Methods for Preference Learning. 503-508 - Stefan Voß
Hybridizing Reactive Tabu Search with Simulated Annealing. 509-512
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