Applications of Evolutionary Computing

EvoWorkkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC Lausanne, Switzerland, March 30 - April 1, 2005 Proceedings

  • Franz Rothlauf
  • Jürgen Branke
  • Stefano Cagnoni
  • David Wolfe Corne
  • Rolf Drechsler
  • Yaochu Jin
  • Penousal Machado
  • Elena Marchiori
  • Juan Romero
  • George D. Smith
  • Giovanni Squillero
Conference proceedings EvoWorkshops 2005

DOI: 10.1007/b106856

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3449)

Table of contents (66 papers)

  1. Front Matter
  2. EvoBIO Contributions

    1. Evolutionary Biclustering of Microarray Data
      Jesus S. Aguilar–Ruiz, Federico Divina
      Pages 1-10
    2. A Fuzzy Viterbi Algorithm for Improved Sequence Alignment and Searching of Proteins
      N. P. Bidargaddi, M Chetty, J Kamruzzaman
      Pages 11-21
    3. Tabu Search Method for Determining Sequences of Amino Acids in Long Polypeptides
      Jacek Błażewicz, Marcin Borowski, Piotr Formanowicz, Maciej Stobiecki
      Pages 22-32
    4. Order Preserving Clustering over Multiple Time Course Experiments
      Stefan Bleuler, Eckart Zitzler
      Pages 33-43
    5. Can Neural Network Constraints in GP Provide Power to Detect Genes Associated with Human Disease?
      William S. Bush, Alison A. Motsinger, Scott M. Dudek, Marylyn D. Ritchie
      Pages 44-53
    6. Neural Networks and Temporal Gene Expression Data
      A. Krishna, A. Narayanan, E. C. Keedwell
      Pages 64-73
    7. Genes Related with Alzheimer’s Disease: A Comparison of Evolutionary Search, Statistical and Integer Programming Approaches
      Pablo Moscato, Regina Berretta, Mou’ath Hourani, Alexandre Mendes, Carlos Cotta
      Pages 84-94
    8. Syntactic Approach to Predict Membrane Spanning Regions of Transmembrane Proteins
      Koliya Pulasinghe, Jagath C. Rajapakse
      Pages 95-104
    9. An Evolutionary Approach for Motif Discovery and Transmembrane Protein Classification
      Denise F. Tsunoda, Heitor S. Lopes, Alex A. Freitas
      Pages 105-114
    10. Differential Evolution and Its Application to Metabolic Flux Analysis
      Jing Yang, Sarawan Wongsa, Visakan Kadirkamanathan, Stephen A. Billings, Phillip C. Wright
      Pages 115-124
    11. GEMPLS: A New QSAR Method Combining Generic Evolutionary Method and Partial Least Squares
      Yen-Chih Chen, Jinn-Moon Yang, Chi-Hung Tsai, Cheng-Yan Kao
      Pages 125-135
  3. EvoCOMNET Contributions

    1. A Performance Evaluation Framework for Nature Inspired Routing Algorithms
      Horst F. Wedde, Muddassar Farooq
      Pages 136-146
    2. A Study of an Iterated Local Search on the Reliable Communication Networks Design Problem
      Dirk Reichelt, Peter Gmilkowsky, Sebastian Linser
      Pages 156-165
    3. Evolutionary Algorithms for Location Area Management
      Bahar Karaoğlu, Haluk Topçuoğlu, Fikret Gürgen
      Pages 175-184
  4. EvoHOT Contributions

Other volumes

  1. Evolutionary Computation in Combinatorial Optimization
    5th European Conference, EvoCOP 2005, Lausanne, Switzerland, March 30 - April 1, 2005. Proceedings
  2. Applications of Evolutionary Computing
    EvoWorkkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC Lausanne, Switzerland, March 30 - April 1, 2005 Proceedings

About these proceedings

Introduction

Evolutionary computation (EC) techniques are e?cient nature-inspired pl- ning and optimization methods based on the principles of natural evolution and genetics. Due to their e?ciency and the simple underlying principles, these methods can be used for a large number of problems in the context of problem solving,optimization,andmachinelearning. Alargeandcontinuouslyincreasing number of researchers and practitioners make use of EC techniques in many - plication domains. The book at hand presents a careful selection of relevant EC applications combined with thorough examinations of techniques for a successful application of EC. The presented papers illustrate the current state of the art in the application of EC and should help and inspire researchers and practitioners to develop e?cient EC methods for design and problem solving. All papers in this book were presented during EvoWorkshops 2005, which was a varying collection of workshops on application-oriented aspects of EC. Since 1999, the format of the EvoWorkshops has proved to be very successful and well representative of the advances in the application of EC. Consequently, over the last few years, EvoWorkshops has become one of the major events addressing the application of EC. In contrast to other large conferences in the EC ?eld, the EvoWorkshops focus solely on application aspects of EC and are an important link between EC research and the application of EC in a large variety of di?erent domains.

Keywords

Augmented Reality Hardware algorithm algorithms bioinformatics evolutionary algorithm image analysis optimization

Editors and affiliations

  • Franz Rothlauf
    • 1
  • Jürgen Branke
    • 2
  • Stefano Cagnoni
    • 3
  • David Wolfe Corne
    • 4
  • Rolf Drechsler
    • 5
  • Yaochu Jin
    • 6
  • Penousal Machado
    • 7
  • Elena Marchiori
    • 8
  • Juan Romero
    • 9
  • George D. Smith
    • 10
  • Giovanni Squillero
    • 11
  1. 1.Johannes Gutenberg UniversityMainzGermany
  2. 2.Institute AIFBUniversity of KarlsruheKarlsruheGermany
  3. 3.Dipartimento di Ingegneria dell’InformazioneUniversità di Parma 
  4. 4.School of Mathematical and Computer ScienceHeriot-Watt UniversityEdinburghUK
  5. 5.Institute of Computer ScienceUniversity of BremenBremenGermany
  6. 6.Honda Research Institute Europe GmbHOffenbach/MainGermany
  7. 7.CISUC, Department of Informatics EngineeringUniversity of Coimbra, Polo II of the University of CoimbraCoimbraPortugal
  8. 8.ICISRadboud University NijmegenThe Netherlands
  9. 9.Universidade de A CoruñaA CoruñaSpain
  10. 10.School of Computing SciencesUniversity of East Anglia, UEA NorwichNorwichUK
  11. 11.Dipartimento di Automatica e InformaticaPolitecnico di TorinoItaly

Bibliographic information

  • Copyright Information Springer-Verlag Berlin Heidelberg 2005
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-25396-9
  • Online ISBN 978-3-540-32003-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349