Artificial Life and Evolutionary Computation: 13th Italian Workshop, WIVACE 2018, Parma, Italy, September 10-12, 2018, Revised Selected Papers

by Stefano Cagnoni, Monica Mordonini, Riccardo Pecori, Andrea Roli, Marco Villani

Overview

This book constitutes the revised selected papers of the 13th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2018, held in Parma, Italy, in September 2018.

The 12 full papers presented were thoroughly reviewed and selected from 30 submissions. They cover the following topics: Boolean networks and complex systems; economic, societal and technological applications; chemical, biological and medical applications.

The chapter “Unveiling Latent Relations in the Photonics Techno-Economic Complex System” is open access under a CC BY 4.0 license at link.springer.com.

Product Details

ISBN-13:	9783030217327
Publisher:	Springer International Publishing
Publication date:	05/30/2019
Series:	Communications in Computer and Information Science , #900
Edition description:	1st ed. 2019
Pages:	163
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

Boolean Networks and Complex Systems.- An Improved Relevance Index Method to Search Important Structures in Complex Systems.- Evolving Critical Boolean Networks.- Self-loops favour diversification and asymmetric transitions between attractors in Boolean network models.- Economic, Societal and Technological Applications.- Evolution of workers' behaviour in dual labor markets.- Evolution of Generosity and its Infrastructure in Self-organizing Cooperative Societies.- Unveiling Latent Relations in the Photonics Techno-Economic Complex System.- Combining Machine Learning and Agent Based Modeling for Gold Price Prediction.- A Bio-Inspired Approach to WiFi-Based Indoor Localization.- Chemical, Biological and Medical Applications.- Synchronization effects in a metabolism-driven model of multi-cellular System.- Dynamic DNA Damage and Repair Modeling: Bridging the Gap between Experimental Damage Readout and Model Structure.- The relevance of Inorganic Nonlinear Chemical Reactions for the Origin of Life Studies.- Optimal Curing Strategy Enhancement of Epidemic Processes with self-adaptive SBX Crossover.