Parallel Problem Solving from Nature - PPSN XII: 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II

Front Matter....Pages -
Temporal Evolution of Design Principles in Engineering Systems: Analogies with Human Evolution....Pages 1-10
Exploiting Prior Information in Multi-objective Route Planning....Pages 11-21
Analysis on Population Size and Neighborhood Recombination on Many-Objective Optimization....Pages 22-31
Clustering Criteria in Multiobjective Data Clustering....Pages 32-41
Enhancing Profitability through Interpretability in Algorithmic Trading with a Multiobjective Evolutionary Fuzzy System....Pages 42-51
Bootstrapping Aggregate Fitness Selection with Evolutionary Multi-Objective Optimization....Pages 52-61
Network Topology Planning Using MOEA/D with Objective-Guided Operators....Pages 62-71
Elitist Archiving for Multi-Objective Evolutionary Algorithms: To Adapt or Not to Adapt....Pages 72-81
An Improved Multiobjectivization Strategy for HP Model-Based Protein Structure Prediction....Pages 82-92
MOEA/D with Iterative Thresholding Algorithm for Sparse Optimization Problems....Pages 93-101
A Study on Evolutionary Multi-Objective Optimization with Fuzzy Approximation for Computational Expensive Problems....Pages 102-111
Multi-objective Optimization for Selecting and Scheduling Observations by Agile Earth Observing Satellites....Pages 112-121
Tailoring ε -MOEA to Concept-Based Problems....Pages 122-131
Recombination of Similar Parents in SMS-EMOA on Many-Objective 0/1 Knapsack Problems....Pages 132-142
An Artificial Bee Colony Algorithm for the Unrelated Parallel Machines Scheduling Problem....Pages 143-152
Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model....Pages 153-163
The Apiary Topology: Emergent Behavior in Communities of Particle Swarms....Pages 164-173
ACO on Multiple GPUs with CUDA for Faster Solution of QAPs....Pages 174-184
It’s Fate: A Self-organising Evolutionary Algorithm....Pages 185-194
Guide Objective Assisted Particle Swarm Optimization and Its Application to History Matching....Pages 195-204
Animal Spirits in Population Spatial Dynamics....Pages 205-214
Autonomous Shaping via Coevolutionary Selection of Training Experience....Pages 215-224
A Parallel Cooperative Co-evolutionary Genetic Algorithm for the Composite SaaS Placement Problem in Cloud Computing....Pages 225-234
Community Detection Using Cooperative Co-evolutionary Differential Evolution....Pages 235-244
On-Line Evolution of Controllers for Aggregating Swarm Robots in Changing Environments....Pages 245-254
Buildable Objects Revisited....Pages 255-265
Collective Robot Navigation Using Diffusion Limited Aggregation....Pages 266-276
Global Equilibrium Search Algorithms for Combinatorial Optimization Problems....Pages 277-286
A Genetic Programming Approach for Evolving Highly-Competitive General Algorithms for Envelope Reduction in Sparse Matrices....Pages 287-296
A Memetic Approach for the Max-Cut Problem....Pages 297-306
An Improved Choice Function Heuristic Selection for Cross Domain Heuristic Search....Pages 307-316
Optimizing Cellular Automata through a Meta-model Assisted Memetic Algorithm....Pages 317-326
A Memetic Algorithm for Community Detection in Complex Networks....Pages 327-336
Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance....Pages 337-347
A Hyper-Heuristic Classifier for One Dimensional Bin Packing Problems: Improving Classification Accuracy by Attribute Evolution....Pages 348-357
A Framework to Hybridize PBIL and a Hyper-heuristic for Dynamic Environments....Pages 358-367
Parallelization Strategies for Hybrid Metaheuristics Using a Single GPU and Multi-core Resources....Pages 368-377
Adaptive Operator Selection at the Hyper-level....Pages 378-387
Improving Lin-Kernighan-Helsgaun with Crossover on Clustered Instances of the TSP....Pages 388-397
A Comparative Study of Three GPU-Based Metaheuristics....Pages 398-407
The Effect of the Set of Low-Level Heuristics on the Performance of Selection Hyper-heuristics....Pages 408-417
Adaptive Evolutionary Algorithms and Extensions to the HyFlex Hyper-heuristic Framework....Pages 418-427
Applying Genetic Regulatory Networks to Index Trading....Pages 428-437
Evolutionary 3D-Shape Segmentation Using Satellite Seeds....Pages 438-447
Benchmarking CHC on a New Application: The Software Project Scheduling Problem....Pages 448-457
Automatic Evaluation Methods in Evolutionary Music: An Example with Bossa Melodies....Pages 458-467
Efficient Discovery of Chromatography Equipment Sizing Strategies for Antibody Purification Processes Using Evolutionary Computing....Pages 468-477
Beware the Parameters: Estimation of Distribution Algorithms Applied to Circles in a Square Packing....Pages 478-487
Block Diagonal Natural Evolution Strategies....Pages 488-497
Finding Good Affinity Patterns for Matchmaking Parties Assignment through Evolutionary Computation....Pages 498-507
A Benchmark Generator for Dynamic Permutation-Encoded Problems....Pages 508-517
Evolving Femtocell Algorithms with Dynamic and Stationary Training Scenarios....Pages 518-527
Back Matter....Pages -