Marco Baioletti

Francesco Santini

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Probabilistic reasoning as quadratic unconstrained binary optimization.

[BibT_eX]

[DOI]

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

Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

A Fast Randomized Local Search for Low Budget Optimization in Black-Box Permutation Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Quantum Circuit Compilation for the Graph Coloring Problem.

[BibT_eX]

[DOI]

Angelo Oddi

Riccardo Rasconi

Vieri Giuliano Santucci

Hamish Beck

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

2021

An improved memetic algebraic differential evolution for solving the multidimensional two-way number partitioning problem.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

A Novel Ant Colony Optimization Strategy for the Quantum Circuit Compilation Problem.

[BibT_eX]

[DOI]

Riccardo Rasconi

Angelo Oddi

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2021

Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2021

Smart Multi-Objective Evolutionary GAN.

[BibT_eX]

[DOI]

Carlos Artemio Coello Coello

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

An algebraic framework for swarm and evolutionary algorithms in combinatorial optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2020

Variable neighborhood algebraic Differential Evolution: An application to the Linear Ordering Problem with Cumulative Costs.

[BibT_eX]

[DOI]

Inf. Sci., 2020

A lattice-based representation of independence relations for efficient closure computation.

[BibT_eX]

[DOI]

Linda C. van der Gaag

Janneke H. Bolt

Int. J. Approx. Reason., 2020

An Experimental Comparison of Algebraic Crossover Operators for Permutation Problems.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2020

Caching Suggestions Using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

A L1 Minimization Optimal Corrective Explanation Procedure for Probabilistic Databases.

[BibT_eX]

[DOI]

Andrea Capotorti

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Effective Big Data Caching through Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

An Intelligent Cache Management for Data Analysis at CMS.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Gradient search in the space of permutations: an application for the linear ordering problem.

[BibT_eX]

[DOI]

Josu Ceberio

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

An experimental evaluation of the algebraic differential evolution algorithm on the single row facility layout problem.

[BibT_eX]

[DOI]

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

Multi-objective evolutionary GAN.

[BibT_eX]

[DOI]

Carlos Artemio Coello Coello

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

An Algebraic Approach for the Search Space of Permutations with Repetition.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2020

2019

Tackling Permutation-based Optimization Problems with an Algebraic Particle Swarm Optimization Algorithm.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2019

A L1 based probabilistic merging algorithm and its application to statistical matching.

[BibT_eX]

[DOI]

Andrea Capotorti

Appl. Intell., 2019

A Memetic Approach for the Orienteering Problem.

[BibT_eX]

[DOI]

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

An Analysis of Cooperative Coevolutionary Differential Evolution as Neural Networks Optimizer.

[BibT_eX]

[DOI]

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

Search moves in the local optima networks of permutation spaces: the QAP case.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

An experimental comparison of algebraic differential evolution using different generating sets.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

A Binary Algebraic Differential Evolution for the MultiDimensional Two-Way Number Partitioning Problem.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019

2018

Learning Bayesian Networks with Algebraic Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

A Lattice Representation of Independence Relations.

[BibT_eX]

[DOI]

Linda C. van der Gaag

Janneke H. Bolt

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

MOEA/DEP: An Algebraic Decomposition-Based Evolutionary Algorithm for the Multiobjective Permutation Flowshop Scheduling Problem.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2018

Algebraic Crossover Operators for Permutations.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Neural Random Access Machines Optimized by Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017

Automatic Algebraic Evolutionary Algorithms.

[BibT_eX]

[DOI]

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

A New Precedence-Based Ant Colony Optimization for Permutation Problems.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Can Differential Evolution Be an Efficient Engine to Optimize Neural Networks?

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Big Data, 2017

An Efficient Probabilistic Merging Procedure Applied to Statistical Matching.

[BibT_eX]

[DOI]

Andrea Capotorti

Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

Fitness Landscape Analysis of the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

Algebraic Particle Swarm Optimization for the permutations search space.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Algebraic Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem With Total Flowtime Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

A discrete differential evolution algorithm for multi-objective permutation flowshop scheduling.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2016

Solving permutation flowshop scheduling problems with a discrete differential evolution algorithm.

[BibT_eX]

[DOI]

AI Commun., 2016

An Extension of Algebraic Differential Evolution for the Linear Ordering Problem with Cumulative Costs.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

2015

Linear Ordering Optimization with a Combinatorial Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

An Algebraic Differential Evolution for the Linear Ordering Problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

A Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Towards a New Generation ACO-Based Planner.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

2013

Qualitative Combination of Independence Models.

[BibT_eX]

[DOI]

Davide Petturiti

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013

2012

Weighted Attribute Combinations Based Similarity Measures.

[BibT_eX]

[DOI]

Giulianella Coletti

Davide Petturiti

Proceedings of the Advances in Computational Intelligence, 2012

2011

Inferential models and relevant algorithms in a possibilistic framework.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2011

Exploiting independencies to compute semigraphoid and graphoid structures.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2011

Acyclic directed graphs representing independence models.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2011

Algorithms for possibility assessments: Coherence and extension.

[BibT_eX]

[DOI]

Davide Petturiti

Fuzzy Sets Syst., 2011

Experimental evaluation of pheromone models in ACOPlan.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2011

Finding P-Maps and I-Maps to Represent Conditional Independencies.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

2010

An Algorithm to Find a Perfect Map for Graphoid Structures.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

2009

Conditional independence structure and its closure: Inferential rules and algorithms.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2009

A multivalued planning model.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Soft Comput., 2009

ACOPlan: Planning with Ants.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

An ACO Approach to Planning.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2009

Acyclic Directed Graphs to Represent Conditional Independence Models.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

Ant Search Strategies For Planning Optimization.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009

Optimal Planning with ACO.

[BibT_eX]

[DOI]

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

2008

Parallel Actions and Generalized Multivalued Constraints in Multivalued Planning.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2008, International Conference, Perugia, Italy, June 30, 2008

An Evolutionary Algorithm for Adaptive Online Services in Dynamic Environment.

[BibT_eX]

[DOI]

Clement Ho Cheung Leung

Silvia Suriani

Proceedings of the Applications of Evolutionary Computing, 2008

2007

Interactive dynamic production by genetic algorithms.

[BibT_eX]

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

2006

A Multivalued Logic Model of Planning.

[BibT_eX]

Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

2005

Goal Directed Web Services.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

2003

Planning with Uncertain Resources.

[BibT_eX]

Proceedings of the International Conference on Artificial Intelligence, 2003

Planning with Fuzzy Resources.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002

Simplification Rules for the Coherent Probability Assessment Problem.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2002

2000

Elimination of Boolean variables for probabilistic coherence.

[BibT_eX]

[DOI]

Soft Comput., 2000

DPPlan: An Algorithm for Fast Solutions Extraction from a Planning Graph.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Artificial Intelligence Planning Systems, 2000

1998

Encoding Planning Constraints into Partial Order Planners.

[BibT_eX]

Proceedings of the Sixth International Conference on Principles of Knowledge Representation and Reasoning (KR'98), 1998

An Extension of SATPLAN for Planning with Constraints.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence: Methodology, 1998

1997

Task Planning and Partial Order Planning: A Domain Transformation Approach.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in AI Planning, 4th European Conference on Planning, 1997

Compiling Task Networks into Partial Order Planning Domains.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1996

Encapsulation of Actions and Plans in Conditional Planning Systems.

[BibT_eX]

Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1996

1995

A Weakest Precondition Semantics for Conditional Planning.

[BibT_eX]

[DOI]