Andrea Roli

2021

The Impact of Self-Loops on Boolean Networks Attractor Landscape and Implications for Cell Differentiation Modelling.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Dynamical properties and path dependence in a gene-network model of cell differentiation.

[BibT_eX]

[DOI]

Soft Comput., 2021

The World Is Not a Theorem.

[BibT_eX]

[DOI]

Entropy, 2021

What Is Consciousness? Artificial Intelligence, Real Intelligence, Quantum Mind, And Qualia.

[BibT_eX]

[DOI]

CoRR, 2021

A Novel Online Adaptation Mechanism in Artificial Systems Provides Phenotypic Plasticity.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 15th Italian Workshop, 2021

Evolutionary Music: Statistical Learning and Novelty for Automatic Improvisation.

[BibT_eX]

[DOI]

Mattia Barbaresi

Proceedings of the Artificial Life and Evolutionary Computation - 15th Italian Workshop, 2021

2020

Emergence of Organisms.

[BibT_eX]

[DOI]

Entropy, 2020

Online adaptation in robots as biological development provides phenotypic plasticity.

[BibT_eX]

[DOI]

CoRR, 2020

Robot Choreographies: Artificial Evolution between Novelty and Similarity.

[BibT_eX]

[DOI]

Mattia Barbaresi

Stefano Bernagozzi

Proceedings of the 7th Italian Workshop on Artificial Intelligence and Robotics co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020), 2020

2019

Complexity Measures: Open Questions and Novel Opportunities in the Automatic Design and Analysis of Robot Swarms.

[BibT_eX]

[DOI]

Antoine Ligot

Mauro Birattari

Frontiers Robotics AI, 2019

Automatic Off-Line Design of Robot Swarms: A Manifesto.

[BibT_eX]

[DOI]

Frontiers Robotics AI, 2019

Selecting for Positive Responses to Knock Outs in Boolean Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 14th Italian Workshop, 2019

The Effects of a Simplified Model of Chromatin Dynamics on Attractors Robustness in Random Boolean Networks with Self-loops: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 14th Italian Workshop, 2019

A simplified model of chromatin dynamics drives differentiation process in Boolean models of GRN.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Artificial Life, 2019

2018

Dynamical Criticality: Overview and Open Questions.

[BibT_eX]

[DOI]

J. Syst. Sci. Complex., 2018

Attractor Landscape: A Bridge between Robotics and Synthetic Biology.

[BibT_eX]

[DOI]

Complex Syst., 2018

An Iterative Information-Theoretic Approach to the Detection of Structures in Complex Systems.

[BibT_eX]

[DOI]

Complex., 2018

An Improved Relevance Index Method to Search Important Structures in Complex Systems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 13th Italian Workshop, 2018

Evolving Critical Boolean Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 13th Italian Workshop, 2018

Self-loops Favour Diversification and Asymmetric Transitions Between Attractors in Boolean Network Models.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 13th Italian Workshop, 2018

2017

Dynamical regimes in non-ergodic random Boolean networks.

[BibT_eX]

[DOI]

Nat. Comput., 2017

Identifying Critical States through the Relevance Index.

[BibT_eX]

[DOI]

Entropy, 2017

Complexity Measures in Automatic Design of Robot Swarms: An Exploratory Study.

[BibT_eX]

[DOI]

Antoine Ligot

Mauro Birattari

Proceedings of the Artificial Life and Evolutionary Computation - 12th Italian Workshop, 2017

The Impact of Self-loops in Random Boolean Network Dynamics: A Simulation Analysis.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 12th Italian Workshop, 2017

A Comparison Between Threshold Ergodic Sets and Stochastic Simulation of Boolean Networks for Modelling Cell Differentiation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 12th Italian Workshop, 2017

Prediction and Trading of Dow Jones from Twitter: A Boosting Text Mining Method with Relevant Tweets Identification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

Locating critical regions by the Relevance Index.

[BibT_eX]

[DOI]

Marco Villani

Roberto Serra

Proceedings of the Fourteenth European Conference Artificial Life, 2017

Analysis of the population-based ant colony optimization algorithm for the TSP and the QAP.

[BibT_eX]

[DOI]

Sabrina M. Oliveira

Mohamed Saifullah Hussin

Marco Dorigo

Thomas Stützle

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

GPU-Based Parallel Search of Relevant Variable Sets in Complex Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry, 2016

New Paths for the Application of DCI in Social Sciences: Theoretical Issues Regarding an Empirical Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry, 2016

Automatic Design of Boolean Networks for Cell Differentiation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry, 2016

Efficient Search of Relevant Structures in Complex Systems.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

2015

A framework supporting multi-compartment stochastic simulation and parameter optimisation for investigating biological system development.

[BibT_eX]

[DOI]

Mirko Viroli

Simul., 2015

The Search for Candidate Relevant Subsets of Variables in Complex Systems.

[BibT_eX]

[DOI]

Artif. Life, 2015

On the Robustness of the Detection of Relevant Sets in Complex Dynamical Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life, Evolutionary Computation and Systems Chemistry, 2015

Exploring the organisation of complex systems through the dynamical interactions among their relevant subsets.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth European Conference Artificial Life, 2015

Dynamical Properties of Artificially Evolved Boolean Network Robots.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

2014

Learning Multiple Conflicting Tasks with Artificial Evolution.

[BibT_eX]

[DOI]

Delphine Nicolay

Timoteo Carletti

Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

On Some Properties of Information Theoretical Measures for the Study of Complex Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

On RAF Sets and Autocatalytic Cycles in Random Reaction Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

Does Training Lead to the Formation of Modules in Threshold Networks?

[BibT_eX]

[DOI]

Delphine Nicolay

Timoteo Carletti

Proceedings of the 2014 European Conference on Complex Systems, 2014

Automatic Design of Boolean Networks for Modelling Cell Differentiation.

[BibT_eX]

[DOI]

Proceedings of the Evolution, Complexity and Artificial Life, 2014

2013

Dynamical regimes and learning properties of evolved Boolean networks.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Identifying Emergent Dynamical Structures in Network Models.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances of Neural Network Models and Applications, 2013

The detection of intermediate-level emergent structures and patterns.

[BibT_eX]

[DOI]

Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Boolean network robotics as an intermediate step in the synthesis of finite state machines for robot control.

[BibT_eX]

[DOI]

Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Identification of Dynamical Structures in Artificial Brains: An Analysis of Boolean Network Controlled Robots.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012

Costs and benefits of behavioral specialization.

[BibT_eX]

[DOI]

Robotics Auton. Syst., 2012

Large neighbourhood search algorithms for the founder sequence reconstruction problem.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2012

Noise-Induced Emergent Hierarchies in a CA Model.

[BibT_eX]

[DOI]

Proceedings of the Cellular Automata, 2012

2011

Task partitioning in swarms of robots: an adaptive method for strategy selection.

[BibT_eX]

[DOI]

Swarm Intell., 2011

Deriving Information from Sampling and Diving.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2011

Leveraging saving-based algorithms by master-slave genetic algorithms.

[BibT_eX]

[DOI]

Maria Battarra

Eng. Appl. Artif. Intell., 2011

Boolean Networks Design by Genetic Algorithms

[BibT_eX]

[DOI]

CoRR, 2011

Boolean network robotics: a proof of concept

[BibT_eX]

[DOI]

CoRR, 2011

Hybrid metaheuristics in combinatorial optimization: A survey.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2011

Local Search for Constrained Financial Portfolio Selection Problems with Short Sellings.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

A detailed analysis of the population-based ant colony optimization algorithm for the TSP and the QAP.

[BibT_eX]

[DOI]

Sabrina M. Oliveira

Mohamed Saifullah Hussin

Thomas Stützle

Marco Dorigo

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

On the Design of Boolean Network Robots.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2011

Stochastic Local Search to Automatically Design Boolean Networks with Maximally Distant Attractors.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2011

2010

Analysis of attractor distances in Random Boolean Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Nets WIRN10, 2010

A Randomized Iterated Greedy Algorithm for the Founder Sequence Reconstruction Problem.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010

Self-organized Task Partitioning in a Swarm of Robots.

[BibT_eX]

[DOI]

Proceedings of the Swarm Intelligence - 7th International Conference, 2010

2009

An Overview of AI Research in Italy.

[BibT_eX]

[DOI]

Michela Milano

Proceedings of the Artificial Intelligence: An International Perspective, 2009

EasyGenetic: A Template Metaprogramming Framework for Genetic Master-Slave Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2009

Flexible Stochastic Local Search for Haplotype Inference.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization, Third International Conference, 2009

Tabu Search for the Founder Sequence Reconstruction Problem: A Preliminary Study.

[BibT_eX]

[DOI]

Proceedings of the Distributed Computing, 2009

Parameter Tuning of a Stochastic Biological Simulator by Metaheuristics.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Hybrid Metaheuristics: An Introduction.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Metaheuristics, An Emerging Approach to Optimization, 2008

Stochastic local search for large-scale instances of the haplotype inference problem by pure parsimony.

[BibT_eX]

[DOI]

J. Algorithms, 2008

Towards a Highly Scalable Hybrid Metaheuristic for Haplotype Inference Under Parsimony.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Two-Level ACO for Haplotype Inference Under Pure Parsimony.

[BibT_eX]

[DOI]

Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008

2007

A preliminary analysis on metaheuristics methods applied to the Haplotype Inference Problem

[BibT_eX]

[DOI]

CoRR, 2007

Introduction to the Special Issue on Local Search Techniques in Constraint Satisfaction.

[BibT_eX]

[DOI]

Yehuda Naveh

Constraints An Int. J., 2007

EasyAnalyzer: An Object-Oriented Framework for the Experimental Analysis of Stochastic Local Search Algorithms.

[BibT_eX]

[DOI]

Andrea Schaerf

Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2007

Hybrid Local Search for Constrained Financial Portfolio Selection Problems.

[BibT_eX]

[DOI]

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2007

2006

Editorial.

[BibT_eX]

[DOI]

Michael Sampels

J. Math. Model. Algorithms, 2006

2005

Emergence and control of macro-spatial structures in perturbed cellular automata, and implications for pervasive computing systems.

[BibT_eX]

[DOI]

Marco Mamei

IEEE Trans. Syst. Man Cybern. Part A, 2005

Symmetry Breaking and Local Search Spaces.

[BibT_eX]

[DOI]

Steven D. Prestwich

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2005

On the Impact of Small-World on Local Search.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004

MAGMA: a multiagent architecture for metaheuristics.

[BibT_eX]

[DOI]

Michela Milano

IEEE Trans. Syst. Man Cybern. Part B, 2004

2003

Metaheuristics and structure in satisfiability problems.

[BibT_eX]

[DOI]

PhD thesis, 2003

Metaheuristics in combinatorial optimization: Overview and conceptual comparison.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2003

Dissipative Cellular Automata As Minimalist Distributed Systems: A Study On Emergent Behaviors.

[BibT_eX]

[DOI]

Marco Mamei

Proceedings of the 11th Euromicro Workshop on Parallel, 2003

2002

What Can Cellular Automata Tell Us about the Behavior of Large Multi-agent Systems?

[BibT_eX]

[DOI]

Marco Mamei

Proceedings of the Software Engineering for Large-Scale Multi-Agent Systems, 2002

Design of a New Metaheuristic for MAXSAT Problems.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2002

Criticality and Parallelism in Structured SAT Instances.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2002

Emergence of Macro Spatial Structures in Dissipative Cellular Automata.

[BibT_eX]

[DOI]

Proceedings of the Cellular Automata, 2002

2001

Critical Parallelization of Local Search for MAX-SAT.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

1999

Solving the Satisfiability Problem through Boolean Networks.

[BibT_eX]

[DOI]

Michela Milano