Advances in Energy System Optimization Proceedings of the first International Symposium on Energy System Optimization

Front Matter....Pages I-XXVII
Front Matter....Pages 1-1
Heat Map Based Feature Selection: A Case Study for Ovarian Cancer....Pages 3-13
A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem....Pages 14-25
Front Matter....Pages 27-27
Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks....Pages 29-41
A Novel Grouping Genetic Algorithm for Assigning Resources to Users in WCDMA Networks....Pages 42-53
Combining Ensemble of Classifiers by Using Genetic Programming for Cyber Security Applications....Pages 54-66
A Fast FPGA-Based Classification of Application Protocols Optimized Using Cartesian GP....Pages 67-78
Parallel Extremal Optimization with Guided State Changes Applied to Load Balancing....Pages 79-90
A Swarm Intelligence Approach to $$3$$ D Distance-Based Indoor UWB Localization....Pages 91-102
Studying the Geographical Cluster Paging with Delay Constraint in Registration Areas with the Algorithm NSGAII....Pages 103-114
A Multiobjective Evolutionary Algorithm for Personalized Tours in Street Networks....Pages 115-127
Planning the Deployment of Indoor Wireless Sensor Networks Through Multiobjective Evolutionary Techniques....Pages 128-139
Front Matter....Pages 141-141
Hierarchic Genetic Search with $$\\alpha $$ -Stable Mutation....Pages 143-154
Emergence of Cooperation in the Prisoner’s Dilemma Driven by Conformity....Pages 155-163
An Experimental Evaluation of Multi-objective Evolutionary Algorithms for Detecting Critical Nodes in Complex Networks....Pages 164-176
Self-Balancing Multimemetic Algorithms in Dynamic Scale-Free Networks....Pages 177-188
Investigating Fitness Measures for the Automatic Construction of Graph Models....Pages 189-200
Object Detection in Natural Images Using the Brain Programming Paradigm with a Multi-objective Approach....Pages 201-213
Fair Resource Allocation Using Multi-population Evolutionary Algorithm....Pages 214-224
Front Matter....Pages 225-225
Multiobjective Methodology for Assessing the Location of Distributed Electric Energy Storage....Pages 227-238
Evolutionary Optimization of Smart Buildings with Interdependent Devices....Pages 239-251
Front Matter....Pages 225-225
An Energy Management System Aggregator Based on an Integrated Evolutionary and Differential Evolution Approach....Pages 252-264
Front Matter....Pages 265-265
Generating Directional Change Based Trading Strategies with Genetic Programming....Pages 267-278
An Evolutionary Optimization Approach to Risk Parity Portfolio Selection....Pages 279-288
Training Financial Decision Support Systems with Thousands of Decision Rules Using Differential Evolution with Embedded Dimensionality Reduction....Pages 289-301
Front Matter....Pages 303-303
A Procedural Method for Automatic Generation of Spelunky Levels....Pages 305-317
Evolving Random Forest for Preference Learning....Pages 318-330
Procedural Personas as Critics for Dungeon Generation....Pages 331-343
Evolving Diverse Strategies Through Combined Phenotypic Novelty and Objective Function Search....Pages 344-354
It’s Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots....Pages 355-368
General Video Game Evaluation Using Relative Algorithm Performance Profiles....Pages 369-380
A Progressive Approach to Content Generation....Pages 381-393
The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents....Pages 394-405
PowerSurge: A Serious Game on Power Transmission Networks....Pages 406-417
Collaborative Diffusion on the GPU for Path-Finding in Games....Pages 418-429
A Projection-Based Approach for Real-Time Assessment and Playability Check for Physics-Based Games....Pages 430-442
How the World Was MADE: Parametrization of Evolved Agent-Based Models for Backstory Generation....Pages 443-454
A Benchmark for Virtual Camera Control....Pages 455-467
Front Matter....Pages 469-469
Alternating Optimization of Unsupervised Regression with Evolutionary Embeddings....Pages 471-480
Hybrid Manifold Clustering with Evolutionary Tuning....Pages 481-490
A Supervised Figure-Ground Segmentation Method Using Genetic Programming....Pages 491-503
Front Matter....Pages 469-469
A Multi-objective Evolutionary Algorithm for Interaction Systems Based on Laser Pointers....Pages 504-516
Topology-Preserving Ordering of the RGB Space with an Evolutionary Algorithm....Pages 517-528
Planar Surfaces Recognition in 3D Point Cloud Using a Real-Coded Multistage Genetic Algorithm....Pages 529-540
Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection....Pages 541-553
Genetic Programming with Alternative Search Drivers for Detection of Retinal Blood Vessels....Pages 554-566
Analysis of Diversity Methods for Evolutionary Multi-objective Ensemble Classifiers....Pages 567-578
Applying Non-dominated Sorting Genetic Algorithm II to Multi-objective Optimization of a Weighted Multi-metric Distance for Performing Data Mining Tasks....Pages 579-589
Front Matter....Pages 591-591
Many-Objective Optimization of a Hybrid Car Controller....Pages 593-603
Optimising the Scheduling and Planning of Urban Milk Deliveries....Pages 604-615
Multi-Noisy-Hard-Objective Robust Design of Balanced Surface Acoustic Wave Filters Based on Prediction of Worst-Case Performance....Pages 616-628
Clustering Local Tourism Systems by Threshold Acceptance....Pages 629-640
Front Matter....Pages 641-641
Seed Disperser Ant Algorithm: An Evolutionary Approach for Optimization....Pages 643-654
Neuro-evolutionary Topology Optimization with Adaptive Improvement Threshold....Pages 655-666
Evaluating Reward Definitions for Parameter Control....Pages 667-680
Chromatic Selection – An Oversimplified Approach to Multi-objective Optimization....Pages 681-689
Front Matter....Pages 691-691
Parallel Cooperation for Large-Scale Multiobjective Optimization on Feature Selection Problems....Pages 693-705
Automatic Evolution of Parallel Sorting Programs on Multi-cores....Pages 706-717
Front Matter....Pages 719-719
Heuristics for the Design of Safe Humanitarian Aid Distribution Itineraries....Pages 721-731
Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data....Pages 732-744
Automatic Generation of Mobile Malwares Using Genetic Programming....Pages 745-756
Front Matter....Pages 757-757
On the Tradeoff Between Hardware Protection and Optimization Success: A Case Study in Onboard Evolutionary Robotics for Autonomous Parallel Parking....Pages 759-770
Real-World Reproduction of Evolved Robot Morphologies: Automated Categorization and Evaluation....Pages 771-782
Evolving Generalised Maze Solvers....Pages 783-794
Evolving Robot Controllers for Structured Environments Through Environment Decomposition....Pages 795-806
Autonomous Learning of Procedural Knowledge in an Evolutionary Cognitive Architecture for Robots....Pages 807-818
Evolutionary Training of Robotised Architectural Elements....Pages 819-830
Evolving Controllers for Programmable Robots to Influence Non-programmable Lifeforms: A Casy Study....Pages 831-841
Front Matter....Pages 843-843
Applying Ant Colony Optimization to Dynamic Binary-Encoded Problems....Pages 845-856
An Experimental Study of Combining Evolutionary Algorithms with KD-Tree to Solving Dynamic Optimisation Problems....Pages 857-868
Coevolutionary Intransitivity in Games: A Landscape Analysis....Pages 869-881
Making IDEA-ARIMA Efficient in Dynamic Constrained Optimization Problems....Pages 882-893
Front Matter....Pages 895-895
A Concept for Real-Valued Multi-objective Landscape Analysis Characterizing Two Biochemical Optimization Problems....Pages 897-909
Back Matter....Pages 911-913