Luca Manzoni

Nat. Comput., June, 2024

Pure reaction automata.

[BibT_eX]

[DOI]

Nat. Comput., June, 2024

Cellular geometric semantic genetic programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., June, 2024

A classification of S-boxes generated by orthogonal cellular automata.

[BibT_eX]

[DOI]

Nat. Comput., March, 2024

Fixed points and attractors of reactantless and inhibitorless reaction systems.

[BibT_eX]

[DOI]

Rocco Ascone

Giulia Bernardini

Theor. Comput. Sci., February, 2024

Computing eulerian magnitude homology.

[BibT_eX]

[DOI]

Giuliamaria Menara

CoRR, 2024

A Discrete Particle Swarm Optimizer for the Design of Cryptographic Boolean Functions.

[BibT_eX]

[DOI]

Alberto Leporati

CoRR, 2024

Machine Learning for Automated Seabed Mapping.

[BibT_eX]

[DOI]

Umberto Di Laudo

Silvia Ceramicola

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Genetic Programming for the Reconstruction of Delay Differential Equations in Economics.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Large Language Model-based Test Case Generation for GP Agents.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 27th European Conference, 2024

2023

A topology for P-systems with active membranes.

[BibT_eX]

[DOI]

J. Membr. Comput., December, 2023

Preface.

[BibT_eX]

[DOI]

J. Membr. Comput., December, 2023

On the hybridization of geometric semantic GP with gradient-based optimizers.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., December, 2023

Commentary on "Jaws 30", by W. B. Langdon.

[BibT_eX]

[DOI]

Alberto Bartoli

Eric Medvet

Genet. Program. Evolvable Mach., December, 2023

Models of Representation in Computational Intelligence [Guest Editorial].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., February, 2023

Inferring P systems from their computing steps: An evolutionary approach.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2023

Local Search, Semantics, and Genetic Programming: a Global Analysis.

[BibT_eX]

[DOI]

CoRR, 2023

Discovering Non-Linear Boolean Functions by Evolving Walsh Transforms with Genetic Programming.

[BibT_eX]

[DOI]

Luigi Rovito

Andrea De Lorenzo

Algorithms, 2023

Data Symmetries and Learning in Fully Connected Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2023

Machine Learning methods for the Atmosphere, the Ocean, and the Seabed.

[BibT_eX]

[DOI]

Proceedings of the Italia Intelligenza Artificiale, 2023

Evolution of Walsh Transforms with Genetic Programming.

[BibT_eX]

[DOI]

Luigi Rovito

Andrea De Lorenzo

Federico Julian Camerota Verdù

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Parametrizing GP Trees for Better Symbolic Regression Performance through Gradient Descent.

[BibT_eX]

[DOI]

Gloria Pietropolli

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

A General Purpose Representation and Adaptive EA for Evolving Graphs.

[BibT_eX]

[DOI]

Eric Medvet

Simone Pozzi

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Evolutionary Strategies for the Design of Binary Linear Codes.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2023

A Self-Adaptive Approach to Exploit Topological Properties of Different GAs' Crossover Operators.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 26th European Conference, 2023

Investigating Semi-Automatic Assessment of Data Sets Fairness by Means of Fuzzy Logic.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023

2022

Depth-two P systems can simulate Turing machines with NP oracles.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2022

Heuristic search of (semi-)bent functions based on cellular automata.

[BibT_eX]

[DOI]

Nat. Comput., 2022

Preface.

[BibT_eX]

[DOI]

Tomasz M. Gwizdalla

Giancarlo Mauri

Nat. Comput., 2022

Evaluating space measures in P systems.

[BibT_eX]

[DOI]

J. Membr. Comput., 2022

Preface.

[BibT_eX]

Tomasz M. Gwizdalla

J. Cell. Autom., 2022

Salp Swarm Optimization: A critical review.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

The Influence of Local Search over Genetic Algorithms with Balanced Representations.

[BibT_eX]

[DOI]

CoRR, 2022

The Effect of Multi-Generational Selection in Geometric Semantic Genetic Programming.

[BibT_eX]

[DOI]

CoRR, 2022

JGEA: a modular java framework for experimenting with evolutionary computation.

[BibT_eX]

[DOI]

Eric Medvet

Giorgia Nadizar

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Combining Geometric Semantic GP with Gradient-Descent Optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 25th European Conference, 2022

GANs for Integration of Deterministic Model and Observations in Marine Ecosystem.

[BibT_eX]

[DOI]

Gloria Pietropolli

Gianpiero Cossarini

Proceedings of the Progress in Artificial Intelligence, 2022

The Influence of Local Search on Genetic Algorithms with Balanced Representations.

[BibT_eX]

[DOI]

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022

Building Correlation Immune Functions from Sets of Mutually Orthogonal Cellular Automata.

[BibT_eX]

[DOI]

Proceedings of the Cellular Automata and Discrete Complex Systems, 2022

On the Linear Components Space of S-boxes Generated by Orthogonal Cellular Automata.

[BibT_eX]

[DOI]

Proceedings of the Cellular Automata, 2022

2021

Alternative space definitions for P systems with active membranes.

[BibT_eX]

[DOI]

J. Membr. Comput., 2021

Parallel Sandpiles or Spurious Bidirectional Icepiles?

[BibT_eX]

[DOI]

Gianpiero Cattaneo

CoRR, 2021

Selected papers from the 15th and 16th international conference on Computational Intelligence Methods for Bioinformatics and Biostatistics.

[BibT_eX]

[DOI]

BMC Bioinform., 2021

Tip the Balance: Improving Exploration of Balanced Crossover Operators by Adaptive Bias.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Symposium on Computing and Networking, 2021

CoInGP: convolutional inpainting with genetic programming.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Specializing Context-Free Grammars With a (1 + 1)-EA.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2020

Subroutines in P systems and closure properties of their complexity classes.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2020

Balanced crossover operators in Genetic Algorithms.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2020

Search space reduction of asynchrony immune cellular automata.

[BibT_eX]

[DOI]

Nat. Comput., 2020

Facilitation in reaction systems.

[BibT_eX]

[DOI]

Grzegorz Rozenberg

J. Membr. Comput., 2020

Simulating counting oracles with cooperation.

[BibT_eX]

[DOI]

J. Membr. Comput., 2020

A Turing machine simulation by P systems without charges.

[BibT_eX]

[DOI]

J. Membr. Comput., 2020

Shallow laconic P systems can count.

[BibT_eX]

[DOI]

J. Membr. Comput., 2020

The Many Roads to the Simulation of Reaction Systems.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2020

Computational Intelligence for Life Sciences.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2020

Surfing on Fitness Landscapes: A Boost on Optimization by Fourier Surrogate Modeling.

[BibT_eX]

[DOI]

Entropy, 2020

CoInGP: Convolutional Inpainting with Genetic Programming.

[BibT_eX]

[DOI]

CoRR, 2020

Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2020

Towards an evolutionary-based approach for natural language processing.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Is k Nearest Neighbours Regression Better Than GP?

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 23rd European Conference, 2020

Fourier Surrogate Models of Dilated Fitness Landscapes in Systems Biology : or how we learned to torture optimization problems until they confess.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2020

Which random is the best random? A study on sampling methods in Fourier surrogate modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Exploring Semi-bent Boolean Functions Arising from Cellular Automata.

[BibT_eX]

[DOI]

Proceedings of the Cellular Automata, 2020

2019

A distance between populations for <i>n</i>-points crossover in genetic algorithms.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

GSGP-C++ 2.0: A geometric semantic genetic programming framework.

[BibT_eX]

[DOI]

SoftwareX, 2019

Characterizing PSPACE with shallow non-confluent P systems.

[BibT_eX]

[DOI]

J. Membr. Comput., 2019

On the dynamical behaviour of linear higher-order cellular automata and its decidability.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Complexity of the dynamics of reaction systems.

[BibT_eX]

[DOI]

Inf. Comput., 2019

Search Space Reduction of Asynchrony Immune Cellular Automata by Center Permutivity.

[BibT_eX]

[DOI]

CoRR, 2019

Decidability of Sensitivity and Equicontinuity for Linear Higher-Order Cellular Automata.

[BibT_eX]

[DOI]

Proceedings of the Language and Automata Theory and Applications, 2019

Does constraining the search space of GA always help?: the case of balanced crossover operators.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Extending Local Search in Geometric Semantic Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2019

2018

Solving QSAT in Sublinear Depth.

[BibT_eX]

[DOI]

Proceedings of the Membrane Computing, 2018

Pruning Techniques for Mixed Ensembles of Genetic Programming Models.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 21st European Conference, 2018

Open Problems in Membrane Computing and How Not to Solve Them.

[BibT_eX]

[DOI]

Proceedings of the Enjoying Natural Computing, 2018

Cellular Automata Pseudo-Random Number Generators and Their Resistance to Asynchrony.

[BibT_eX]

[DOI]

Proceedings of the Cellular Automata, 2018

Hidden Costs of Modelling Post-fire Plant Community Assembly Using Cellular Automata.

[BibT_eX]

[DOI]

Xosé Manoel Pesqueira

Proceedings of the Cellular Automata, 2018

Polynomial Equations over Finite, Discrete-Time Dynamical Systems.

[BibT_eX]

[DOI]

Proceedings of the Cellular Automata, 2018

2017

The counting power of P systems with antimatter.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2017

A toolbox for simpler active membrane algorithms.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2017

Computational complexity of finite asynchronous cellular automata.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2017

The influence of population size in geometric semantic GP.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2017

Characterising the complexity of tissue P systems with fission rules.

[BibT_eX]

[DOI]

J. Comput. Syst. Sci., 2017

Efficient Simulation of Reaction Systems on Graphics Processing Units.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2017

Tissue P Systems with Small Cell Volume.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2017

An expert system for extracting knowledge from customers' reviews: The case of Amazon.com, Inc.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

A Distance Between Populations for n-Points Crossover in Genetic Algorithms.

[BibT_eX]

[DOI]

CoRR, 2017

Solving a Special Case of the P Conjecture Using Dependency Graphs with Dissolution.

[BibT_eX]

[DOI]

Proceedings of the Membrane Computing, 2017

PSXO: population-wide semantic crossover.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Geometric semantic genetic programming for biomedical applications: A state of the art upgrade.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Complexity of model checking for reaction systems.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2016

Semantic genetic programming for fast and accurate data knowledge discovery.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2016

Monodirectional P systems.

[BibT_eX]

[DOI]

Nat. Comput., 2016

Self-tuning geometric semantic Genetic Programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2016

An Artificial Intelligence System to Predict Quality of Service in Banking Organizations.

[BibT_eX]

[DOI]

Ales Popovic

Comput. Intell. Neurosci., 2016

Shallow Non-confluent P Systems.

[BibT_eX]

[DOI]

Proceedings of the Membrane Computing - 17th International Conference, CMC 2016, Milan, 2016

Reachability in Resource-Bounded Reaction Systems.

[BibT_eX]

[DOI]

Proceedings of the Language and Automata Theory and Applications, 2016

An Analysis of Geometric Semantic Crossover: A Computational Geometry Approach.

[BibT_eX]

[DOI]

Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

The Firing Squad Synchronization Problem on Higher-Dimensional CA with Multiple Updating Cycles.

[BibT_eX]

[DOI]

Hiroshi Umeo

Proceedings of the Fourth International Symposium on Computing and Networking, 2016

2015

Ancestors, descendants, and gardens of Eden in reaction systems.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2015

Reaction systems and extremal combinatorics properties.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2015

On the complexity of occurrence and convergence problems in reaction systems.

[BibT_eX]

[DOI]

Nat. Comput., 2015

Membrane Division, Oracles, and the Counting Hierarchy.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2015

Tissue P Systems Can be Simulated Efficiently with Counting Oracles.

[BibT_eX]

[DOI]

Proceedings of the Membrane Computing, 2015

Complexity Classes for Membrane Systems: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Language and Automata Theory and Applications, 2015

Preimage Problems for Reaction Systems.

[BibT_eX]

[DOI]

Proceedings of the Language and Automata Theory and Applications, 2015

Electricity Demand Modelling with Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2015

2014

The firing squad synchronization problem on CA with multiple updating cycles.

[BibT_eX]

[DOI]

Hiroshi Umeo

Theor. Comput. Sci., 2014

Limit Properties of Doubly Quiescent <i>m</i>-Asynchronous Elementary Cellular Automata.

[BibT_eX]

[DOI]

J. Cell. Autom., 2014

Geometric Selective Harmony Search.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Simple reaction Systems and their Classification.

[BibT_eX]

[DOI]

Diogo Poças

Int. J. Found. Comput. Sci., 2014

Preface.

[BibT_eX]

[DOI]

Int. J. Found. Comput. Sci., 2014

Constant-Space P Systems with Active Membranes.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2014

P Systems with Active Membranes Working in Sublinear Space.

[BibT_eX]

[DOI]

Proceedings of the Membrane Computing, 2014

Simulating Elementary Active Membranes - with an Application to the P Conjecture.

[BibT_eX]

[DOI]

Proceedings of the Membrane Computing, 2014

Extremal Combinatorics of Reaction Systems.

[BibT_eX]

[DOI]

Proceedings of the Language and Automata Theory and Applications, 2014

A comparison between geometric semantic GP and cartesian GP for boolean functions learning.

[BibT_eX]

[DOI]

Andrea Mambrini

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Cycles and Global Attractors of Reaction Systems.

[BibT_eX]

[DOI]

Proceedings of the Descriptional Complexity of Formal Systems, 2014

Fixed Points and Attractors of Reaction Systems.

[BibT_eX]

[DOI]

Proceedings of the Language, Life, Limits - 10th Conference on Computability in Europe, 2014

Non Uniform Cellular Automata Description of Signed Partition Versions of Ice and Sand Pile Models.

[BibT_eX]

[DOI]

Gianpiero Cattaneo

Giampiero Chiaselotti

Proceedings of the Cellular Automata, 2014

2013

m-Asynchronous cellular automata: from fairness to quasi-fairness.

[BibT_eX]

[DOI]

Nat. Comput., 2013

Better GP benchmarks: community survey results and proposals.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2013

A new genetic programming framework based on reaction systems.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2013

Reaction Systems Made Simple - A Normal Form and a Classification Theorem.

[BibT_eX]

[DOI]

Proceedings of the Unconventional Computation and Natural Computation, 2013

Flattening and Simulation of Asynchronous Divisionless P Systems with Active Membranes.

[BibT_eX]

[DOI]

Alberto Leporati

Proceedings of the Membrane Computing, 2013

Geometric Semantic Genetic Programming for Real Life Applications.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013

Runtime analysis of mutation-based geometric semantic genetic programming on boolean functions.

[BibT_eX]

[DOI]

Alberto Moraglio

Andrea Mambrini

Proceedings of the Foundations of Genetic Algorithms XII, 2013

A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 16th European Conference, 2013

Theory-laden design of mutation-based Geometric Semantic Genetic Programming for learning classification trees.

[BibT_eX]

[DOI]

Andrea Mambrini

Alberto Moraglio

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A distance between populations for one-point crossover in genetic algorithms.

[BibT_eX]

[DOI]

Giancarlo Mauri

Theor. Comput. Sci., 2012

Asynchronous cellular automata and dynamical properties.

[BibT_eX]

[DOI]

Nat. Comput., 2012

Computing Issues of Asynchronous CA.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2012

An Efficient Genetic Programming System with Geometric Semantic Operators and its Application to Human Oral Bioavailability Prediction.

[BibT_eX]

[DOI]

CoRR, 2012

Genetic programming needs better benchmarks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Parameter tuning of evolutionary reactions systems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Evolutionary Reaction Systems.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012

m-Asynchronous Cellular Automata.

[BibT_eX]

[DOI]

Proceedings of the Cellular Automata, 2012

2011

Computational Aspects of Asynchronous CA

[BibT_eX]

[DOI]

CoRR, 2011

Multi Objective Genetic Programming for Feature Construction in Classification Problems.

[BibT_eX]

[DOI]

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

The K landscapes: a tunably difficult benchmark for genetic programming.

[BibT_eX]

[DOI]

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

The effect of selection from old populations in genetic algorithms.

[BibT_eX]

[DOI]

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

A Quantitative Study of Learning and Generalization in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 14th European Conference, 2011

A Method to Reuse Old Populations in Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2011

Computational Aspects of Asynchronous Cellular Automata.

[BibT_eX]

[DOI]

Proceedings of the Developments in Language Theory - 15th International Conference, 2011

Dealing with Crowd Crystals in MAS-Based Crowd Simulation: A Proposal.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

2010

Towards an Application of Graph Structure Analysis to a MAS-based Model of Proxemic Distances in Pedestrian Systems.

[BibT_eX]

[DOI]

Lorenza Manenti

Sara Manzoni

Proceedings of the 11th WOA 2010 Workshop, 2010

Definition of a crossover based distance for genetic algorithms.

[BibT_eX]

[DOI]

Giancarlo Mauri

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A comparison of the generalization ability of different genetic programming frameworks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Some Formal Properties of Asynchronous Cellular Automata.

[BibT_eX]

[DOI]