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Artificial Life and Evolutionary Computation

16th Italian Workshop, WIVACE 2022, Gaeta, Italy, September 14–16, 2022, Revised Selected Papers

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Claudio De Stefano

    1. University of Cassino and Southern Lazio, Cassino, Italy

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  2. Francesco Fontanella

    1. University of Cassino and Southern Lazio, Gaeta, Italy

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    You can also search for this editor in PubMed   Google Scholar

  3. Leonardo Vanneschi

    1. Universidade Nova de Lisboa, Lisbon, Portugal

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1780)

Included in the following conference series:

Conference proceedings info: WIVACE 2022.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xi
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  2. Networks and Complex Systems

    1. Front Matter

      Pages 1-1
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    2. Collaborative Learning over Cellular Automata

      • Franco Cicirelli, Emilio Greco, Antonio Guerrieri, Giandomenico Spezzano, Andrea Vinci
      Pages 3-14

    3. An Agent-Based Model for Crowd Simulation

      • Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo
      Pages 15-26

    4. Chemical Neural Networks and Semantic Information Investigated Through Synthetic Cells

      • Lorenzo Del Moro, Beatrice Ruzzante, Maurizio Magarini, Pier Luigi Gentili, Giordano Rampioni, Andrea Roli et al.
      Pages 27-39

    5. Spread of Perturbations in Supply Chain Networks: The Effect of the Bow-Tie Organization on the Resilience of the Global Automotive System

      • Elisa Flori, Yi Zhu, Sandra Paterlini, Francesco Pattarin, Marco Villani
      Pages 40-57

    6. An Efficient Implementation of Flux Variability Analysis for Metabolic Networks

      • Bruno G. Galuzzi, Chiara Damiani
      Pages 58-69

    7. Exploring the Solution Space of Cancer Evolution Inference Frameworks for Single-Cell Sequencing Data

      • Davide Maspero, Fabrizio Angaroni, Lucrezia Patruno, Daniele Ramazzotti, David Posada, Alex Graudenzi
      Pages 70-81

    8. Computational Investigation of the Clustering of Droplets in Widening Pipe Geometries

      • Hans-Georg Matuttis, Johannes Josef Schneider, Jin Li, David Anthony Barrow, Alessia Faggian, Aitor Patiño Diaz et al.
      Pages 82-93Open Access

    9. Network Creation During Agglomeration Processes of Polydisperse and Monodisperse Systems of Droplets

      • Johannes Josef Schneider, Alessia Faggian, Aitor Patiño Diaz, Jin Li, Silvia Holler, Federica Casiraghi et al.
      Pages 94-106Open Access

    10. Artificial Chemistry Performed in an Agglomeration of Droplets with Restricted Molecule Transfer

      • Johannes Josef Schneider, Alessia Faggian, William David Jamieson, Mathias Sebastian Weyland, Jin Li, Oliver Castell et al.
      Pages 107-118Open Access

    11. Modelling Wet-Dry Cycles in the Binary Polymer Model

      • Federica Senatore, Roberto Serra, Marco Villani
      Pages 119-129

    12. On the Growth of Chemical Diversity

      • Federica Senatore, Marco Villani, Roberto Serra
      Pages 130-140

    13. Kernel-based Early Fusion of Structure and Attribute Information for Detecting Communities in Attributed Networks

      • Annalisa Socievole, Clara Pizzuti
      Pages 141-151

    14. Cultural Innovation Triggers Inequality in a Sharing Economy

      • Elpida Tzafestas
      Pages 152-167

  3. Metaheuristics, Robotics, and Machine Learning

    1. Front Matter

      Pages 169-169
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    2. Online Adaptation of Robots Controlled by Nanowire Networks: A Preliminary Study

      • Paolo Baldini, Michele Braccini, Andrea Roli
      Pages 171-182

    3. The Role of Dynamical Regimes of Online Adaptive BN-Robots in Noisy Environments

      • Michele Braccini, Edoardo Barbieri, Andrea Roli
      Pages 183-194

    4. A Novel Evolutionary Approach for Neural Architecture Search

      • Alessandro Bria, Paolo De Ciccio, Tiziana D’Alessandro, Francesco Fontanella
      Pages 195-204

    5. Single and Multi-objective Genetic Programming Methods for Prediction Intervals

      • Karina Brotto Rebuli, Mario Giacobini, Niccolò Tallone, Leonardo Vanneschi
      Pages 205-218
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About this book

This book constitutes the refereed proceedings of the 16th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2022, held in Gaeta, Italy, during September 14–16, 2022. 

The 21 full papers and 3 short papers included in this book were carefully reviewed and selected from 45 submissions. They were organized in topical sections as follows: answer set programming; networks and complex systems, metaheuristics, robotics, and machine learning


Chapters 7, 8, and 9 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Editors and Affiliations

  • University of Cassino and Southern Lazio, Cassino, Italy

    Claudio De Stefano

  • University of Cassino and Southern Lazio, Gaeta, Italy

    Francesco Fontanella

  • Universidade Nova de Lisboa, Lisbon, Portugal

    Leonardo Vanneschi

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