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Computer Aided Systems Theory – EUROCAST 2022

18th International Conference, Las Palmas de Gran Canaria, Spain, February 20–25, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Roberto Moreno-Díaz

    1. University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain

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  2. Franz Pichler

    1. Johannes Kepler University, Linz, Austria

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  3. Alexis Quesada-Arencibia

    1. Department of Computer Science and Institute of Cybernetics, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13789)

Included in the following conference series:

Conference proceedings info: EUROCAST 2022.

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Table of contents (77 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. Systems Theory and Applications

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Transdisciplinary Software Development for Early Crisis Detection

      • Kerstin Albrecht, Christian Nitzl, Uwe M. Borghoff
      Pages 3-10

    3. Uncertainty and Ambiguity: Challenging Layers in Model Construction

      • Margaret Miró-Julià, Monica J. Ruiz-Miró, Irene García Mosquera
      Pages 11-18

    4. George J. Boole

      • Radomir S. Stanković, Milena Stanković, Jaakko Astola, Claudio Moraga
      Pages 19-26

    5. Improvement of Electromagnetic Systems by Werner Von Siemens

      • Heinz Schwaertzel, Franz Pichler
      Pages 27-41

  3. Theory and Applications of Metaheuristic Algorithms

    1. Front Matter

      Pages 43-43
      Download chapter PDF

    2. Multi-criteria Optimization of Workflow-Based Assembly Tasks in Manufacturing

      • Florian Holzinger, Andreas Beham
      Pages 45-52

    3. Lightweight Interpolation-Based Surrogate Modelling for Multi-objective Continuous Optimisation

      • Alexandru-Ciprian Zăvoianu, Benjamin Lacroix, John McCall
      Pages 53-60

    4. Analysis and Handling of Dynamic Problem Changes in Open-Ended Optimization

      • Johannes Karder, Bernhard Werth, Andreas Beham, Stefan Wagner, Michael Affenzeller
      Pages 61-68

    5. Dynamic Vehicle Routing with Time-Linkage: From Problem States to Algorithm Performance

      • Bernhard Werth, Erik Pitzer, Johannes Karder, Stefan Wagner, Michael Affenzeller
      Pages 69-77

    6. Dynamic Fitness Landscape Analysis

      • Erik Pitzer, Bernhard Werth, Johannes Karder
      Pages 78-86

    7. A Relative Value Function Based Learning Beam Search for the Longest Common Subsequence Problem

      • M. Huber, G. R. Raidl
      Pages 87-95

    8. Multi-day Container Drayage Problem with Active and Passive Vehicles

      • Ulrike Ritzinger, Hannes Koller, Bin Hu
      Pages 96-103

    9. On Discovering Optimal Trade-Offs When Introducing New Routes in Existing Multi-modal Public Transport Systems

      • Kate Han, Lee A. Christie, Alexandru-Ciprian Zăvoianu, John McCall
      Pages 104-111

    10. A Mathematical Model and GRASP for a Tourist Trip Design Problem

      • D. R. Santos-Peñate, J.A. Moreno-Pérez, C.M. Campos Rodríguez, R. Suárez-Vega
      Pages 112-120

    11. A Large Neighborhood Search for Battery Swapping Station Location Planning for Electric Scooters

      • Thomas Jatschka, Matthias Rauscher, Bernhard Kreutzer, Yusuke Okamoto, Hiroaki Kataoka, Tobias Rodemann et al.
      Pages 121-129

    12. Shapley Value Based Variable Interaction Networks for Data Stream Analysis

      • Jan Zenisek, Sebastian Dorl, Dominik Falkner, Lukas Gaisberger, Stephan Winkler, Michael Affenzeller
      Pages 130-138

    13. Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization

      • Lukas Kammerer, Gabriel Kronberger, Michael Kommenda
      Pages 139-146

    14. Comparing Shape-Constrained Regression Algorithms for Data Validation

      • Florian Bachinger, Gabriel Kronberger
      Pages 147-154
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About this book

This book constitutes the refereed proceedings of the 18th International Conference on Computer-Aided Systems Theory,  EUROCAST 2022, held in Las Palmas de Gran Canaria, Spain, during February 20–25, 2022.   The 77 full papers included in this book were carefully reviewed and selected from 110 submissions. 
They were organized in topical sections as follows: Systems Theory and Applications, Theory and Applications of Metaheuristic Algorithms, Model-Based System Design, Verification and Simulation, Applications of Signal Processing Technology, Artificial Intelligence and Data Mining for Intelligent Transportation Systems and Smart Mobility, Computer Vision, Machine Learning for Image Analysis and Applications, Computer and Systems Based Methods and Electronic Technologies in Medicine, Systems in Industrial Robotics, Automation and IoT, Systems Thinking. Relevance for Technology, Science and Management Professionals.

Editors and Affiliations

  • University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain

    Roberto Moreno-Díaz

  • Johannes Kepler University, Linz, Austria

    Franz Pichler

  • Department of Computer Science and Institute of Cybernetics, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain

    Alexis Quesada-Arencibia

About the editors

KI-Net: AI-based Optimization in Industrial Manufacturing - A Project Overview.

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