Applications of Evolutionary Computation

16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013. Proceedings

Editors:

ISBN: 978-3-642-37191-2 (Print) 978-3-642-37192-9 (Online)

Table of contents (63 chapters)

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  1. Front Matter

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  2. EvoCOMNET

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      Pages 1-11

      An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks

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      Pages 12-21

      Routing Low-Speed Traffic Requests onto High-Speed Lightpaths by Using a Multiobjective Firefly Algorithm

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      Pages 22-31

      Pareto-optimal Glowworm Swarms Optimization for Smart Grids Management

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      Pages 32-41

      An Overlay Approach for Optimising Small-World Properties in VANETs

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      Pages 42-51

      Impact of the Number of Beacons in PSO-Based Auto-localization in UWB Networks

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      Pages 52-61

      Load Balancing in Distributed Applications Based on Extremal Optimization

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      Pages 62-71

      A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming

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      Pages 72-81

      Solving the Location Areas Scheme in Realistic Networks by Using a Multi-objective Algorithm

  3. EvoCOMPLEX

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      Pages 82-91

      The Small-World Phenomenon Applied to a Self-adaptive Resources Selection Model

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      Pages 92-101

      Partial Imitation Hinders Emergence of Cooperation in the Iterated Prisoner’s Dilemma with Direct Reciprocity

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      Pages 102-111

      A Memetic Approach to Bayesian Network Structure Learning

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      Pages 112-121

      Multiobjective Evolutionary Strategy for Finding Neighbourhoods of Pareto-optimal Solutions

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      Pages 122-131

      Genetic Programming-Based Model Output Statistics for Short-Range Temperature Prediction

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      Pages 132-141

      Evolutionary Multi-Agent System in Hard Benchmark Continuous Optimisation

  4. EvoENERGY

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      Pages 142-151

      Domestic Load Scheduling Using Genetic Algorithms

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      Pages 152-161

      Evolutionary Algorithm Based Control Policies for Flexible Optimal Power Flow over Time

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      Pages 162-171

      Using a Genetic Algorithm for the Determination of Power Load Profiles

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      Pages 172-181

      Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data

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      Pages 182-191

      Evolving Non-Intrusive Load Monitoring

  5. EvoFIN

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      Pages 192-202

      On the Utility of Trading Criteria Based Retraining in Forex Markets

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