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Applications of Evolutionary Computation

20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part II

  • Conference proceedings
  • © 2017
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Overview

Editors:
  1. Giovanni Squillero

    1. Politecnico di Torino, Turin, Italy

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    You can also search for this editor in PubMed   Google Scholar

  2. Kevin Sim

    1. Edinburgh Napier University, Edinburgh, United Kingdom

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10200)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: EvoApplications 2017.

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Table of contents (15 papers)

  1. Front Matter

    Pages I-XXIV
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  2. EvoSET

    1. Front Matter

      Pages 1-1
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    2. Hybrid Algorithms Based on Integer Programming for the Search of Prioritized Test Data in Software Product Lines

      • Javier Ferrer, Francisco Chicano, Enrique Alba
      Pages 3-19
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    3. On the Use of Smelly Examples to Detect Code Smells in JavaScript

      • Ian Shoenberger, Mohamed Wiem Mkaouer, Marouane Kessentini
      Pages 20-34
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    4. Deep Parameter Tuning of Concurrent Divide and Conquer Algorithms in Akka

      • David R. White, Leonid Joffe, Edward Bowles, Jerry Swan
      Pages 35-48
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    5. Focusing Learning-Based Testing Away from Known Weaknesses

      • Christian Fleischer, Jörg Denzinger
      Pages 49-65
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    6. Polytypic Genetic Programming

      • Jerry Swan, Krzysztof Krawiec, Neil Ghani
      Pages 66-81
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    7. Evolving Rules for Action Selection in Automated Testing via Genetic Programming - A First Approach

      • Anna I. Esparcia-Alcázar, Francisco Almenar, Urko Rueda, Tanja E. J. Vos
      Pages 82-95
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  3. EvoSTOC

    1. Front Matter

      Pages 97-97
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    2. A New Multi-swarm Particle Swarm Optimization for Robust Optimization Over Time

      • Danial Yazdani, Trung Thanh Nguyen, Juergen Branke, Jin Wang
      Pages 99-109
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    3. The Static and Stochastic VRP with Time Windows and both Random Customers and Reveal Times

      • Michael Saint-Guillain, Christine Solnon, Yves Deville
      Pages 110-127
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    4. Pre-scheduled Colony Size Variation in Dynamic Environments

      • Michalis Mavrovouniotis, Anastasia Ioannou, Shengxiang Yang
      Pages 128-139
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    5. An Online Packing Heuristic for the Three-Dimensional Container Loading Problem in Dynamic Environments and the Physical Internet

      • Chi Trung Ha, Trung Thanh Nguyen, Lam Thu Bui, Ran Wang
      Pages 140-155
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    6. Advancing Dynamic Evolutionary Optimization Using In-Memory Database Technology

      • Julia Jordan, Wei Cheng, Bernd Scheuermann
      Pages 156-172
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    7. Road Traffic Rules Synthesis Using Grammatical Evolution

      • Eric Medvet, Alberto Bartoli, Jacopo Talamini
      Pages 173-188
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    8. Solving Dynamic Graph Coloring Problem Using Dynamic Pool Based Evolutionary Algorithm

      • Gizem Sungu, Betul Boz
      Pages 189-204
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  4. General

    1. Front Matter

      Pages 205-205
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    2. Meta-heuristics for Improved RF Emitter Localization

      • Sondre A. EngebrÃ¥ten, Jonas Moen, Kyrre Glette
      Pages 207-223
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    3. Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm

      • Thambo Nyathi, Nelishia Pillay
      Pages 224-239
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  5. Back Matter

    Pages 241-243
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Other volumes

  1. Applications of Evolutionary Computation

  2. Applications of Evolutionary Computation

Keywords

About this book

The two volumes LNCS 10199 and 10200 constitute the refereed conference proceedings of the 20th European Conference on the Applications of Evolutionary Computation, EvoApplications 2017, held in Amsterdam, The Netherlands, in April 2017, colocated with the Evo* 2016 events EuroGP, EvoCOP, and EvoMUSART.

The 46 revised full papers presented together with 26 poster papers were carefully reviewed and selected from 108 submissions. EvoApplications 2016 consisted of the following 13 tracks: EvoBAFIN (natural computing methods in business analytics and finance), EvoBIO (evolutionary computation, machine learning and data mining in computational biology), EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoKNOW (knowledge incorporation in evolutionary computation), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoROBOT (evolutionary robotics), EvoSET (nature-inspired algorithms in software engineering and testing), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

 

Editors and Affiliations

  • Politecnico di Torino, Turin, Italy

    Giovanni Squillero

  • Edinburgh Napier University, Edinburgh, United Kingdom

    Kevin Sim

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