Learning and Intelligent Optimization: 8th International Conference, Lion 8, Gainesville, FL, USA, February 16-21, 2014. Revised Selected Papers

Front Matter....Pages I-XIII
Algorithm Portfolios for Noisy Optimization: Compare Solvers Early....Pages 1-15
Ranking Algorithms by Performance....Pages 16-20
Portfolio Approaches for Constraint Optimization Problems....Pages 21-35
AClib: A Benchmark Library for Algorithm Configuration....Pages 36-40
Algorithm Configuration in the Cloud: A Feasibility Study....Pages 41-46
Evaluating Instance Generators by Configuration....Pages 47-61
An Empirical Study of Off-Line Configuration and On-Line Adaptation in Operator Selection....Pages 62-76
A Continuous Refinement Strategy for the Multilevel Computation of Vertex Separators....Pages 77-81
On Multidimensional Scaling with City-Block Distances....Pages 82-87
A General Approach to Network Analysis of Statistical Data Sets....Pages 88-97
Multiple Decision Problem for Stock Selection in Market Network....Pages 98-110
Initial Sorting of Vertices in the Maximum Clique Problem Reviewed....Pages 111-120
Using Comparative Preference Statements in Hypervolume-Based Interactive Multiobjective Optimization....Pages 121-136
Controlling Selection Area of Useful Infeasible Solutions in Directed Mating for Evolutionary Constrained Multiobjective Optimization....Pages 137-152
An Aspiration Set EMOA Based on Averaged Hausdorff Distances....Pages 153-156
Deconstructing Multi-objective Evolutionary Algorithms: An Iterative Analysis on the Permutation Flow-Shop Problem....Pages 157-172
MOI-MBO: Multiobjective Infill for Parallel Model-Based Optimization....Pages 173-186
Two Look-Ahead Strategies for Local-Search Metaheuristics....Pages 187-202
An Evolutionary Algorithm for the Leader-Follower Facility Location Problem with Proportional Customer Behavior....Pages 203-217
Towards a Matheuristic Approach for the Berth Allocation Problem....Pages 218-222
GRASP with Path-Relinking for the Maximum Contact Map Overlap Problem....Pages 223-226
What is Needed to Promote an Asynchronous Program Evolution in Genetic Programing?....Pages 227-241
A Novel Hybrid Dynamic Programming Algorithm for a Two-Stage Supply Chain Scheduling Problem....Pages 242-257
A Hybrid Clonal Selection Algorithm for the Vehicle Routing Problem with Stochastic Demands....Pages 258-273
Bayesian Gait Optimization for Bipedal Locomotion....Pages 274-290
Robust Support Vector Machines with Polyhedral Uncertainty of the Input Data....Pages 291-305
Raman Spectroscopy Using a Multiclass Extension of Fisher-Based Feature Selection Support Vector Machines (FFS-SVM) for Characterizing In-Vitro Apoptotic Cell Death Induced by Paclitaxel....Pages 306-323
HIPAD - A Hybrid Interior-Point Alternating Direction Algorithm for Knowledge-Based SVM and Feature Selection....Pages 324-340
Efficient Identification of the Pareto Optimal Set....Pages 341-352
GeneRa: A Benchmarks Generator of Radiotherapy Treatment Scheduling Problem....Pages 353-361
The Theory of Set Tolerances....Pages 362-377
Strategies for Spectrum Allocation in OFDMA Cellular Networks....Pages 378-382
A New Existence Condition for Hadamard Matrices with Circulant Core....Pages 383-390
Back Matter....Pages 391-392