Skip to main content
SpringerLink
Log in
Book cover

EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV

International Conference Held at Leiden University, July 10-13, 2013

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Michael Emmerich

    1. , Leiden Institute of Advanced, Leiden University, Leiden, Netherlands

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Andre Deutz

    1. , Leiden Institute of Advanced, Leiden University, Leiden, Netherlands

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Oliver Schuetze

    1. , Depto. de Computacion, CINVESTAV-IPN, Mexico, Mexico

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Thomas Bäck

    1. , Leiden Institute of Advanced, Leiden University, Leiden, Netherlands

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Emilia Tantar

    1. , Luxembourg Centre for, University of Luxembourg, Belval, Luxembourg

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Alexandru-Adrian Tantar

    1. , Computer Science and, University of Luxembourg, Luxembourg, Luxembourg

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  7. Pierre Del Moral

    1. , Bordeaux Mathematical Institute, Université Bordeaux I, Talence cedex, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  8. Pierrick Legrand

    1. , UFR Sciences et Modélisation, Université Bordeaux Segalen, Bordeaux, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  9. Pascal Bouvry

    1. Faculty of Sci., Tech. & Communication, Computer Science and, University of Luxembourg, Luxembourg, Luxembourg

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  10. Carlos A. Coello

    1. , Depto. de Computatción, CINVESTAV-IPN, Mexico, Mexico

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Latest research on Probability, Set Oriented Numerics, and Evolutionary Computation
  • Results of EVOLVE 2013 conference held July 11-13 2013 at Leiden, the Netherlands
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 227)

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 169.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (20 papers)

  1. Front Matter

    Pages 1-12
    Download chapter PDF

  2. Constructing a Solution Attractor for the Probabilistic Traveling Salesman Problem through Simulation

    • Weiqi Li
    Pages 1-15

  3. Unsupervised Classifier Based on Heuristic Optimization and Maximum Entropy Principle

    • Edwin Aldana-Bobadilla, Angel Kuri-Morales
    Pages 17-30

  4. Training Multilayer Perceptron by Conformal Geometric Evolutionary Algorithm

    • J. P. Serrano, Arturo Hernández, Rafael Herrera
    Pages 31-45

  5. RotaSVM: A New Ensemble Classifier

    • Shib Sankar Bhowmick, Indrajit Saha, Luis Rato, Debotosh Bhattacharjee
    Pages 47-57

  6. Finding Biologically Plausible Complex Network Topologies with a New Evolutionary Approach for Network Generation

    • Gordon Govan, Jakub Chlanda, David Corne, Alex Xenos, Pierluigi Frisco
    Pages 59-73

  7. Fitness Landscape Analysis of NK Landscapes and Vehicle Routing Problems by Expanded Barrier Trees

    • Bas van Stein, Michael Emmerich, Zhiwei Yang
    Pages 75-89

  8. Sewer Network Design Optimization Problem Using Ant Colony Optimization Algorithm and Tree Growing Algorithm

    • Ramtin Moeini, Mohammed Hadi Afshar
    Pages 91-105

  9. An Ant-Based Optimization Approach for Inventory Routing

    • Vasileios A. Tatsis, Konstantinos E. Parsopoulos, Konstantina Skouri, Ioannis Konstantaras
    Pages 107-121

  10. Measuring Multimodal Optimization Solution Sets with a View to Multiobjective Techniques

    • Mike Preuss, Simon Wessing
    Pages 123-137

  11. A Benchmark on the Interaction of Basic Variation Operators in Multi-objective Peptide Design Evaluated by a Three Dimensional Diversity Metric and a Minimized Hypervolume

    • Susanne Rosenthal, Markus Borschbach
    Pages 139-153

  12. Logarithmic-Time Updates in SMS-EMOA and Hypervolume-Based Archiving

    • Iris Hupkens, Michael Emmerich
    Pages 155-169

  13. Computing the Set of Approximate Solutions of a Multi-objective Optimization Problem by Means of Cell Mapping Techniques

    • Carlos Hernández, Jian-Qiao Sun, Oliver Schütze
    Pages 171-188

  14. The Directed Search Method for Pareto Front Approximations with Maximum Dominated Hypervolume

    • Víctor Adrián Sosa Hernández, Oliver Schütze, Günter Rudolph, Heike Trautmann
    Pages 189-205

  15. A Hybrid Algorithm for the Simple Cell Mapping Method in Multi-objective Optimization

    • Yousef Naranjani, Carlos Hernández, Fu-Rui Xiong, Oliver Schütze, Jian-Qiao Sun
    Pages 207-223

  16. Planning and Allocation Tasks in a Multicomputer System as a Multi-objective Problem

    • Apolinar Velarde, Eunice Ponce de León, Elva Diaz, Alejandro Padilla
    Pages 225-244

  17. Real World System Architecture Design Using Multi-criteria Optimization: A Case Study

    • Rajesh Kudikala, Andrew R. Mills, Peter J. Fleming, Graham F. Tanner, Jonathan E. Holt
    Pages 245-260

  18. A Self-adaptive Genetic Algorithm Applied to Multi-Objective Optimization of an Airfoil

    • John M. Oliver, Timoleon Kipouros, A. Mark Savill
    Pages 261-276

  19. Genetic Programming with Scale-Free Dynamics

    • Hitoshi Araseki
    Pages 277-291

  20. Preliminary Study of Bloat in Genetic Programming with Behavior-Based Search

    • Leonardo Trujillo, Enrique Naredo, Yuliana Martínez
    Pages 293-305
Back to top

Keywords

About this book

Numerical and computational methods are nowadays used in a wide range of contexts in complex systems research, biology, physics, and engineering.  Over the last decades different methodological schools have emerged with emphasis on different aspects of computation, such as nature-inspired algorithms, set oriented numerics, probabilistic systems and Monte Carlo methods. Due to the use of different terminologies and emphasis on different aspects of algorithmic performance there is a strong need for a more integrated view and opportunities for cross-fertilization across particular disciplines.

These proceedings feature 20 original publications from distinguished authors in the cross-section of computational sciences, such as machine learning algorithms and probabilistic models, complex networks and fitness landscape analysis, set oriented numerics and cell mapping, evolutionary multiobjective optimization, diversity-oriented search, and the foundations of genetic programming algorithms. By presenting cutting edge results with a strong focus on foundations and integration aspects this work presents a stepping stone towards efficient, reliable, and well-analyzed methods for complex systems management and analysis.

Editors and Affiliations

  • , Leiden Institute of Advanced, Leiden University, Leiden, Netherlands

    Michael Emmerich, Andre Deutz, Thomas Bäck

  • , Depto. de Computacion, CINVESTAV-IPN, Mexico, Mexico

    Oliver Schuetze

  • , Luxembourg Centre for, University of Luxembourg, Belval, Luxembourg

    Emilia Tantar

  • , Computer Science and, University of Luxembourg, Luxembourg, Luxembourg

    Alexandru-Adrian Tantar

  • , Bordeaux Mathematical Institute, Université Bordeaux I, Talence cedex, France

    Pierre Del Moral

  • , UFR Sciences et Modélisation, Université Bordeaux Segalen, Bordeaux, France

    Pierrick Legrand

  • Faculty of Sci., Tech. & Communication, Computer Science and, University of Luxembourg, Luxembourg, Luxembourg

    Pascal Bouvry

  • , Depto. de Computatción, CINVESTAV-IPN, Mexico, Mexico

    Carlos A. Coello

Bibliographic Information

  • Book Title: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV

  • Book Subtitle: International Conference Held at Leiden University, July 10-13, 2013

  • Editors: Michael Emmerich, Andre Deutz, Oliver Schuetze, Thomas Bäck, Emilia Tantar, Alexandru-Adrian Tantar, Pierre Del Moral, Pierrick Legrand, Pascal Bouvry, … Carlos A. Coello

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-01128-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2013

  • Softcover ISBN: 978-3-319-01127-1Published: 28 June 2013

  • eBook ISBN: 978-3-319-01128-8Published: 12 June 2013

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIV, 324

  • Number of Illustrations: 140 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

Publish with us

Policies and ethics

Back to top

Search

Navigation