Marco Tomassini

According to our database1, Marco Tomassini authored at least 163 papers between 1995 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Search moves in the local optima networks of permutation spaces: the QAP case.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Complex Network Analysis of a Genetic Programming Phenotype Network.
Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018
An Introduction to Metaheuristics for Optimization
Natural Computing Series, Springer, ISBN: 978-3-319-93072-5, 2018

Sampling Local Optima Networks of Large Combinatorial Search Spaces: The QAP Case.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

2017
Understanding Phase Transitions with Local Optima Networks: Number Partitioning as a Case Study.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017

2016
Introduction to Complex Networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015
Generating Robust and Efficient Networks Under Targeted Attacks.
Proceedings of the Propagation Phenomena in Real World Networks, 2015

2014
Binary birth-death dynamics and the expansion of cooperation by means of self-organized growth.
CoRR, 2014

Local Optima Networks: A New Model of Combinatorial Fitness Landscapes.
CoRR, 2014

Introduction to evolutionary game theory.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Data-driven local optima network characterization of QAPLIB instances.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Learning Inherent Networks from Stochastic Search Methods.
Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014

Models of Gene Regulation: Integrating Modern Knowledge into the Random Boolean Network Framework.
Proceedings of the Evolution, Complexity and Artificial Life, 2014

2013
A Complex-Networks View of Hard Combinatorial Search Spaces.
Proceedings of the EVOLVE, 2013

Smart Rewiring for Network Robustness
CoRR, 2013

Smart rewiring for network robustness.
J. Complex Networks, 2013

Coevolution of rules and topology in cellular automata.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Cellular Automata Coevolution of Update Functions and Topologies: A Tradeoff between Accuracy and Speed.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Spatial Organisation of Cooperation with Contingent Agent Migration.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

An Energy-Based Model for Spatial Social Networks.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Local Optima Networks of the Permutation Flow-Shop Problem.
Proceedings of the Artificial Evolution, 2013

2012
A study of the neutrality of Boolean function landscapes in genetic programming.
Theor. Comput. Sci., 2012

Evolution of Cooperation on Spatially Embedded Networks
CoRR, 2012

Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance
CoRR, 2012

Local optima networks and the performance of iterated local search
CoRR, 2012

Clustering of Local Optima in Combinatorial Fitness Landscapes
CoRR, 2012

First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes
CoRR, 2012

Communities of Minima in Local Optima Networks of Combinatorial Spaces
CoRR, 2012

Complex-network analysis of combinatorial spaces: The NK landscape case
CoRR, 2012

Degree Correlations in Random Geometric Graphs
CoRR, 2012

Cooperation on Social Networks and Its Robustness
CoRR, 2012

Generating Robust and Efficient Networks Under Targeted Attacks
CoRR, 2012

Supercooperation in Evolutionary Games on Correlated Weighted Networks
CoRR, 2012

Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Local optima networks and the performance of iterated local search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Local Optima Networks of NK Landscapes With Neutrality.
IEEE Trans. Evolutionary Computation, 2011

Toward robust network based complex systems: from evolutionary cellular automata to biological models.
Intelligenza Artificiale, 2011

NK landscapes difficulty and Negative Slope Coefficient: How Sampling Influences the Results
CoRR, 2011

Local Optima Networks of NK Landscapes with Neutrality
CoRR, 2011

Local Optima Networks of the Quadratic Assignment Problem
CoRR, 2011

The Swiss Board Directors Network in 2009
CoRR, 2011

Clustering of Local Optima in Combinatorial Fitness Landscapes.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Optimizing the Robustness of Scale-Free Networks with Simulated Annealing.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Evolutionary games: the Darwin connection.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Validating a Threshold-Based Boolean Model of Regulatory Networks on a Biological Organism.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

Coordination games on small-worlds: Artificial agents vs. experiments.
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

Local Optima Networks with Escape Edges.
Proceedings of the Artificial Evolution, 2011

2010
Guest editorial: special issue on parallel and distributed evolutionary algorithms, part two.
Genetic Programming and Evolvable Machines, 2010

Coordination Games on Dynamical Networks.
Games, 2010

Injecting power-awareness into epidemic information dissemination in sensor networks.
Future Generation Comp. Syst., 2010

Evolution of Coordination in Social Networks: A Numerical Study
CoRR, 2010

Mutual trust and cooperation in the evolutionary hawks-doves game.
Biosystems, 2010

Evolution of Conventions and Social Polarization in Dynamical Complex Networks.
Proceedings of the Parallel Problem Solving from Nature, 2010

First-Improvement vs. Best-Improvement Local Optima Networks of NK Landscapes.
Proceedings of the Parallel Problem Solving from Nature, 2010

Local Optima Networks of the Quadratic Assignment Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Cellular Evolutionary Algorithms.
Proceedings of the Simulating Complex Systems by Cellular Automata, 2010

2009
Avoiding Prototype Proliferation in Incremental Vector Quantization of Large Heterogeneous Datasets.
Proceedings of the Constructive Neural Networks, 2009

Tuning Parameters in Fuzzy Growing Hierarchical Self-Organizing Networks.
Proceedings of the Constructive Neural Networks, 2009

Introduction: special issue on parallel and distributed evolutionary algorithms, part I.
Genetic Programming and Evolvable Machines, 2009

Evolutionary games on networks and payoff invariance under replicator dynamics.
Biosystems, 2009

Power-efficient epidemic information dissemination in sensor networks.
Proceedings of the 2009 workshop on Bio-inspired algorithms for distributed systems, 2009

NK Landscapes Difficulty and Negative Slope Coefficient: How Sampling Influences the Results.
Proceedings of the Applications of Evolutionary Computing, 2009

Are Cells Really Operating at the Edge of Chaos? - A Case Study of Two Real-Life Regulatory Networks.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Transient Perturbations on Scale-Free Boolean Networks with Topology Driven Dynamics.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Conformity and network effects in the Prisoner's Dilemma.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
A Survey of Artificial Neural Network-Based Modeling in Agroecology.
Proceedings of the Soft Computing Applications in Industry, 2008

The Connectivity of NK Landscapes' Basins: A Network Analysis
CoRR, 2008

A Study of NK Landscapes' Basins and Local Optima Networks
CoRR, 2008

Neutral Fitness Landscape in the Cellular Automata Majority Problem
CoRR, 2008

Cooperation in Co-evolving Networks: The Prisoner's Dilemma and Stag-Hunt Games.
Proceedings of the Parallel Problem Solving from Nature, 2008

Prototype Proliferation in the Growing Neural Gas Algorithm.
Proceedings of the Artificial Neural Networks, 2008

Fuzzy Growing Hierarchical Self-Organizing Networks.
Proceedings of the Artificial Neural Networks, 2008

A study of NK landscapes' basins and local optima networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Negative Slope Coefficient and the Difficulty of Random 3-SAT Instances.
Proceedings of the Applications of Evolutionary Computing, 2008

Power-efficient gossiping in multi-hop ad hoc networks.
Proceedings of the 2nd International Conference on Autonomic Computing and Communication Systems, 2008

The Connectivity of NK Landscapes' Basins - A Network Analysis.
Proceedings of the Artificial Life XI: Proceedingshe of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

Hawks and Doves in an Artificial Dynamically Structured Society.
Proceedings of the Artificial Life XI: Proceedingshe of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

2007
Fitness landscape of the cellular automata majority problem: View from the "Olympus".
Theor. Comput. Sci., 2007

The structure of the genetic programming collaboration network.
Genetic Programming and Evolvable Machines, 2007

Fitness landscape of the cellular automata majority problem: View from the Olympus
CoRR, 2007

Ensemble Learning for Free with Evolutionary Algorithms ?
CoRR, 2007

Performance and Robustness of Cellular Automata Computation on Irregular Networks.
Advances in Complex Systems, 2007

Impact of Scale-free Topologies on Gossiping in Ad Hoc Networks.
Proceedings of the Sixth IEEE International Symposium on Network Computing and Applications (NCA 2007), 12, 2007

Multi-optimization improves genetic programming generalization ability.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

The genetic programming collaboration network and its communities.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Ensemble learning for free with evolutionary algorithms?
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A Comprehensive View of Fitness Landscapes with Neutrality and Fitness Clouds.
Proceedings of the Genetic Programming, 10th European Conference, 2007

Evolutionary Dilemmas in a Social Network.
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

Semi-synchronous Activation in Scale-Free Boolean Networks.
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

2006
Genetic Programming for Kernel-based Learning with Co-evolving Subsets Selection
CoRR, 2006

Genetic Programming, Validation Sets, and Parsimony Pressure
CoRR, 2006

Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection.
Proceedings of the Parallel Problem Solving from Nature, 2006

Effects of Scale-Free and Small-World Topologies on Binary Coded Self-adaptive CEA.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2006

Negative Slope Coefficient: A Measure to Characterize Genetic Programming Fitness Landscapes.
Proceedings of the Genetic Programming, 9th European Conference, 2006

Genetic Programming, Validation Sets, and Parsimony Pressure.
Proceedings of the Genetic Programming, 9th European Conference, 2006

Neutral Fitness Landscape in the Cellular Automata Majority Problem.
Proceedings of the Cellular Automata, 2006

Generalized Automata Networks.
Proceedings of the Cellular Automata, 2006

Scale-Free Automata Networks Are Not Robust in a Collective Computational Task.
Proceedings of the Cellular Automata, 2006

2005
Decentralized Cellular Evolutionary Algorithms.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Selection intensity in cellular evolutionary algorithms for regular lattices.
IEEE Trans. Evolutionary Computation, 2005

A Study of Fitness Distance Correlation as a Difficulty Measure in Genetic Programming.
Evolutionary Computation, 2005

Evolution and Dynamics of Small-World Cellular Automata.
Complex Systems, 2005

Emergence of Oriented Cell Assemblies Associated with Spike-Timing-Dependent Plasticity.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Takeover time curves in random and small-world structured populations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Dynamic Size Populations in Distributed Genetic Programming.
Proceedings of the Genetic Programming, 8th European Conference, 2005

Emergence of Structure and Stability in the Prisoner's Dilemma on Networks.
Proceedings of the Advances in Artificial Life, 8th European Conference, 2005

Synchronous and Asynchronous Network Evolution in a Population of Stubborn Prisoners.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence and Games (CIG05), 2005

Stimulus-Driven Unsupervised Synaptic Pruning in Large Neural Networks.
Proceedings of the Brain, 2005

A Survey of Problem Difficulty in Genetic Programming.
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004
Evolution of Small-World Networks of Automata for Computation.
Proceedings of the Parallel Problem Solving from Nature, 2004

Fitness Clouds and Problem Hardness in Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation, 2004

Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2004

Improving Parallel GA Performances by Means of Plagues.
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

A new technique for dynamic size populations in genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

The influence of grid shape and asynchronicity on cellular evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Randomized Computation with Cellular Automata.
Proceedings of the Cellular Automata, 2004

2003
An Empirical Study of Multipopulation Genetic Programming.
Genetic Programming and Evolvable Machines, 2003

Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation, 2003

Diversity in Multipopulation Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation, 2003

Multi-FPGA Systems Synthesis by Means of Evolutionary Computation.
Proceedings of the Genetic and Evolutionary Computation, 2003

Selection Intensity in Asynchronous Cellular Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2003

The Effect of Plagues in Genetic Programming: A Study of Variable-Size Populations.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Fitness Distance Correlation in Structural Mutation Genetic Programming.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Fitness distance correlation in genetic programming: a constructive counterexample.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

Diversity analysis in cellular and multipopulation genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

A Study of Diversity in Multipopulation Genetic Programming.
Proceedings of the Artificial Evolution, 2003

Modeling Selection Intensity for Linear Cellular Evolutionary Algorithms.
Proceedings of the Artificial Evolution, 2003

2002
Parallelism and evolutionary algorithms.
IEEE Trans. Evolutionary Computation, 2002

Evolving Robust Asynchronous Cellular Automata for the Density Task.
Complex Systems, 2002

Experimental Investigation of Three Distributed Genetic Programming Models.
Proceedings of the Parallel Problem Solving from Nature, 2002

Evolution of Asynchronous Cellular Automata for the Density Task.
Proceedings of the Parallel Problem Solving from Nature, 2002

Limiting the Number of Fitness Cases in Genetic Programming Using Statistics.
Proceedings of the Parallel Problem Solving from Nature, 2002

Comparing Synchronous and Asynchronous Cellular Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2002

How Statistics Can Help In Limiting The Number Of Fitness Cases In Genetic Programming.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Fitness Distance Correlation And Problem Difficulty For Genetic Programming.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Artificially Evolved Asynchronous Cellular Automata for the Density Task.
Proceedings of the Cellular Automata, 2002

2001
Cryptography with cellular automata.
Appl. Soft Comput., 2001

Placing and Routing Circuits on FPGAs by Means of Parallel and Distributed Genetic Programming.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming.
Proceedings of the Genetic Programming, 4th European Conference, 2001

Soft computing - integrating evolutionary, neural, and fuzzy systems.
Springer, ISBN: 978-3-540-42204-4, 2001

2000
On the Generation of High-Quality Random Numbers by Two-Dimensional Cellular Automata.
IEEE Trans. Computers, 2000

Parallel and distributed evolutionary computation for financial applications.
Parallel Algorithms Appl., 2000

Nonuniform Cellular Automata for Cryptography.
Complex Systems, 2000

A Distributed Computing Environment for Genetic Programming Using MPI.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2000

Stream Cyphers with One- and Two-Dimensional Cellular Automata.
Proceedings of the Parallel Problem Solving from Nature, 2000

Experimental Study of Isolated Multipulation Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Experimental Study of Multipopulation Parallel Genetic Programming.
Proceedings of the Genetic Programming, European Conference, 2000

On the Impact of the Representation on Fitness Landscapes.
Proceedings of the Genetic Programming, European Conference, 2000

An MPI-Based Tool for Distributed Genetic Programming.
Proceedings of the 2000 IEEE International Conference on Cluster Computing (CLUSTER 2000), November 28th, 2000

1999
Computation in Artificially Evolved, Non-Uniform Cellular Automata.
Theor. Comput. Sci., 1999

Generating high-quality random numbers in parallel by cellular automata.
Future Generation Comp. Syst., 1999

A Statistical Study of a Class of Cellular Evolutionary Algorithms.
Evolutionary Computation, 1999

A Parallel Genetic Programming Tool Based on PVM.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1999

1998
Studying Parallel Evolutionary Algorithms: The Cellular Programming Case.
Proceedings of the Parallel Problem Solving from Nature, 1998

1997
A phylogenetic, ontogenetic, and epigenetic view of bio-inspired hardware systems.
IEEE Trans. Evolutionary Computation, 1997

1996
Co-evolving Parallel Random Number Generators.
Proceedings of the Parallel Problem Solving from Nature, 1996

Phylogeny, Ontogeny, and Epigenesis: Three Sources of Biological Inspiration for Softening Hardware.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1996

Online Autonomous Evolware.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1996

Predicting multivariate financial time series using neural networks: the Swiss bond case.
Proceedings of the IEEE/IAFE 1996 Conference on Computational Intelligence for Financial Engineering, 1996

Evolvable Cellular Machines.
Proceedings of the ACRI '96, 1996

1995
Evolutionary Algorithms.
Proceedings of the Towards Evolvable Hardware, 1995

Distributed Genetic Algorithms with an Application to Portfolio Selection Problems.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

Multivariate Time Series Modelling of Financial Markets with Artificial Neural Networks.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995


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