Marco Baioletti

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 52

Top Topics

Differential Evolution

Top Venues

GECCO Companion

Publications

Valentino Santucci, Marco Baioletti, Marco Tomassini
Optimization through Iterative Smooth Morphological Transformations. GECCO (2024)
Marco Baioletti, Francesco Santini
An encoding of argumentation problems using quadratic unconstrained binary optimization. Quantum Mach. Intell. 6 (2) (2024)
Marco Baioletti, Valentino Santucci, Marco Tomassini
A performance analysis of Basin hopping compared to established metaheuristics for global optimization. J. Glob. Optim. 89 (3) (2024)
Marco Baioletti, Valentino Santucci, Marco Tomassini
A Performance Analysis of Basin Hopping Compared to Established Metaheuristics for Global Optimization. CoRR (2024)
Tommaso Tedeschi, Marco Baioletti, Diego Ciangottini, Valentina Poggioni, Daniele Spiga, Loriano Storchi, Mirco Tracolli
Smart Caching in a Data Lake for High Energy Physics Analysis. J. Grid Comput. 21 (3) (2023)
Marco Baioletti, Francesco Santini
On using QUBO to enforce extensions in abstract argumentation (Short Paper). AIQxQIA@AI*IA (2023)
Marco Baioletti, Andrea Capotorti
A further step for efficient corrections of inconsistent probabilistic data sets. Int. J. Approx. Reason. 159 (2023)
Marco Baioletti, Angelo Oddi, Riccardo Rasconi
Solving Scheduling Problems with Quantum Computing: a Study on Flexible Open Shop. GECCO Companion (2023)
Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini
Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization. EvoApplications (2022)
Marco Baioletti
Probabilistic reasoning as quadratic unconstrained binary optimization. GECCO Companion (2022)
Marco Baioletti, Francesco Santini
Abstract Argumentation Goes Quantum: An Encoding to QUBO Problems. PRICAI (1) (2022)
Angelo Oddi, Riccardo Rasconi, Marco Baioletti, Vieri Giuliano Santucci, Hamish Beck
Quantum Circuit Compilation for the Graph Coloring Problem. AI*IA (2022)
Valentino Santucci, Marco Baioletti
A Fast Randomized Local Search for Low Budget Optimization in Black-Box Permutation Problems. CEC (2022)
Tommaso Tedeschi, Diego Ciangottini, Marco Baioletti, Valentina Poggioni, Daniele Spiga, Loriano Storchi, Mirco Tracolli
Smart caching in a Data Lake for High Energy Physics analysis. CoRR (2022)
Antonio Agresta, Marco Baioletti, Chiara Biscarini, Alfredo Milani, Valentino Santucci
Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses. EvoApplications (2021)
Marco Baioletti, Riccardo Rasconi, Angelo Oddi
A Novel Ant Colony Optimization Strategy for the Quantum Circuit Compilation Problem. EvoCOP (2021)
Valentino Santucci, Marco Baioletti, Gabriele Di Bari
An improved memetic algebraic differential evolution for solving the multidimensional two-way number partitioning problem. Expert Syst. Appl. 178 (2021)
Marco Baioletti, Gabriele Di Bari, Valentina Poggioni, Carlos Artemio Coello Coello
Smart Multi-Objective Evolutionary GAN. CEC (2021)
Mirco Tracolli, Marco Baioletti, Valentina Poggioni, Daniele Spiga
Effective Big Data Caching through Reinforcement Learning. ICMLA (2020)
Valentino Santucci, Josu Ceberio, Marco Baioletti
Gradient search in the space of permutations: an application for the linear ordering problem. GECCO Companion (2020)
Marco Baioletti, Alfredo Milani, Valentino Santucci
Variable neighborhood algebraic Differential Evolution: An application to the Linear Ordering Problem with Cumulative Costs. Inf. Sci. 507 (2020)
Marco Baioletti, Alfredo Milani, Valentino Santucci
An Algebraic Approach for the Search Space of Permutations with Repetition. EvoCOP (2020)
Marco Baioletti, Gabriele Di Bari, Alfredo Milani, Valentino Santucci
An Experimental Comparison of Algebraic Crossover Operators for Permutation Problems. Fundam. Informaticae 174 (3-4) (2020)
Mirco Tracolli, Marco Baioletti, Valentina Poggioni, Daniele Spiga
Caching Suggestions Using Reinforcement Learning. LOD (1) (2020)
Marco Baioletti, Carlos Artemio Coello Coello, Gabriele Di Bari, Valentina Poggioni
Multi-objective evolutionary GAN. GECCO Companion (2020)
Marco Baioletti, Andrea Capotorti
A L1 Minimization Optimal Corrective Explanation Procedure for Probabilistic Databases. IPMU (1) (2020)
Valentino Santucci, Marco Baioletti, Alfredo Milani
An algebraic framework for swarm and evolutionary algorithms in combinatorial optimization. Swarm Evol. Comput. 55 (2020)
Mirco Tracolli, Marco Baioletti, Diego Ciangottini, Valentina Poggioni, Daniele Spiga
An Intelligent Cache Management for Data Analysis at CMS. ICCSA (2) (2020)
Linda C. van der Gaag, Marco Baioletti, Janneke H. Bolt
A lattice-based representation of independence relations for efficient closure computation. Int. J. Approx. Reason. 126 (2020)
Gabriele Di Bari, Marco Baioletti, Valentino Santucci
An experimental evaluation of the algebraic differential evolution algorithm on the single row facility layout problem. GECCO Companion (2020)
Marco Baioletti, Gabriele Di Bari, Valentina Poggioni
An Analysis of Cooperative Coevolutionary Differential Evolution as Neural Networks Optimizer. WIVACE (2019)
Valentino Santucci, Marco Baioletti
A Memetic Approach for the Orienteering Problem. WIVACE (2019)
Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini
Search moves in the local optima networks of permutation spaces: the QAP case. GECCO (Companion) (2019)
Marco Baioletti, Alfredo Milani, Valentino Santucci, Umberto Bartoccini
An experimental comparison of algebraic differential evolution using different generating sets. GECCO (Companion) (2019)
Marco Baioletti, Andrea Capotorti
A L1 based probabilistic merging algorithm and its application to statistical matching. Appl. Intell. 49 (1) (2019)
Valentino Santucci, Marco Baioletti, Gabriele Di Bari, Alfredo Milani
A Binary Algebraic Differential Evolution for the MultiDimensional Two-Way Number Partitioning Problem. EvoCOP (2019)
Valentino Santucci, Marco Baioletti, Alfredo Milani
Tackling Permutation-based Optimization Problems with an Algebraic Particle Swarm Optimization Algorithm. Fundam. Informaticae 167 (1-2) (2019)
Marco Baioletti, Alfredo Milani, Valentino Santucci
Algebraic Crossover Operators for Permutations. CEC (2018)
Marco Baioletti, Alfredo Milani, Valentino Santucci
Learning Bayesian Networks with Algebraic Differential Evolution. PPSN (2) (2018)
Marco Baioletti, Alfredo Milani, Valentino Santucci
MOEA/DEP: An Algebraic Decomposition-Based Evolutionary Algorithm for the Multiobjective Permutation Flowshop Scheduling Problem. EvoCOP (2018)
Marco Baioletti, Valerio Belli, Gabriele Di Bari, Valentina Poggioni
Neural Random Access Machines Optimized by Differential Evolution. AI*IA (2018)
Linda C. van der Gaag, Marco Baioletti, Janneke H. Bolt
A Lattice Representation of Independence Relations. PGM (2018)
Marco Baioletti, Valentino Santucci
Fitness Landscape Analysis of the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion. ICCSA (1) (2017)
Marco Baioletti, Andrea Capotorti
An Efficient Probabilistic Merging Procedure Applied to Statistical Matching. IEA/AIE (2) (2017)
Marco Baioletti, Gabriele Di Bari, Valentina Poggioni, Mirco Tracolli
Can Differential Evolution Be an Efficient Engine to Optimize Neural Networks? MOD (2017)
Marco Baioletti, Alfredo Milani, Valentino Santucci
A New Precedence-Based Ant Colony Optimization for Permutation Problems. SEAL (2017)
Marco Baioletti, Alfredo Milani, Valentino Santucci
Automatic Algebraic Evolutionary Algorithms. WIVACE (2017)
Marco Baioletti, Alfredo Milani, Valentino Santucci
Algebraic Particle Swarm Optimization for the permutations search space. CEC (2017)
Valentino Santucci, Marco Baioletti, Alfredo Milani
Solving permutation flowshop scheduling problems with a discrete differential evolution algorithm. AI Commun. 29 (2) (2016)
Marco Baioletti, Alfredo Milani, Valentino Santucci
An Extension of Algebraic Differential Evolution for the Linear Ordering Problem with Cumulative Costs. PPSN (2016)
Marco Baioletti, Alfredo Milani, Valentino Santucci
A discrete differential evolution algorithm for multi-objective permutation flowshop scheduling. Intelligenza Artificiale 10 (2) (2016)
Valentino Santucci, Marco Baioletti, Alfredo Milani
Algebraic Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem With Total Flowtime Criterion. IEEE Trans. Evol. Comput. 20 (5) (2016)
Valentino Santucci, Marco Baioletti, Alfredo Milani
An Algebraic Differential Evolution for the Linear Ordering Problem. GECCO (Companion) (2015)
Marco Baioletti, Alfredo Milani, Valentino Santucci
A Discrete Differential Evolution Algorithm for Multi-Objective Permutation Flowshop Scheduling. IPS@AI*IA (2015)
Marco Baioletti, Alfredo Milani, Valentino Santucci
Linear Ordering Optimization with a Combinatorial Differential Evolution. SMC (2015)
Marco Baioletti, Andrea Chiancone, Valentina Poggioni, Valentino Santucci
Towards a New Generation ACO-Based Planner. ICCSA (6) (2014)
Valentino Santucci, Marco Baioletti, Alfredo Milani
A Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion. PPSN (2014)
Marco Baioletti, Davide Petturiti, Barbara Vantaggi
Qualitative Combination of Independence Models. ECSQARU (2013)
Marco Baioletti, Giulianella Coletti, Davide Petturiti
Weighted Attribute Combinations Based Similarity Measures. IPMU (3) (2012)
Marco Baioletti, Giulianella Coletti, Davide Petturiti, Barbara Vantaggi
Inferential models and relevant algorithms in a possibilistic framework. Int. J. Approx. Reason. 52 (5) (2011)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
Experimental evaluation of pheromone models in ACOPlan. Ann. Math. Artif. Intell. 62 (3-4) (2011)
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
Exploiting independencies to compute semigraphoid and graphoid structures. Int. J. Approx. Reason. 52 (5) (2011)
Marco Baioletti, Davide Petturiti
Algorithms for possibility assessments: Coherence and extension. Fuzzy Sets Syst. 169 (1) (2011)
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
Acyclic directed graphs representing independence models. Int. J. Approx. Reason. 52 (1) (2011)
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
Finding P-Maps and I-Maps to Represent Conditional Independencies. ECSQARU (2011)
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
An Algorithm to Find a Perfect Map for Graphoid Structures. IPMU (1) (2010)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
Experimental Evaluation of Pheromone Models in ACOPlan. RCRA@CPAIOR (2010)
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
Acyclic Directed Graphs to Represent Conditional Independence Models. ECSQARU (2009)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
ACOPlan: Planning with Ants. FLAIRS Conference (2009)
Marco Baioletti, Giuseppe Busanello, Barbara Vantaggi
Conditional independence structure and its closure: Inferential rules and algorithms. Int. J. Approx. Reason. 50 (7) (2009)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
An ACO Approach to Planning. EvoCOP (2009)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
Ant Search Strategies For Planning Optimization. ICAPS (2009)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani
A multivalued planning model. Int. J. Artif. Intell. Soft Comput. 1 (2/3/4) (2009)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Fabio Rossi
Optimal Planning with ACO. AI*IA (2009)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani
Parallel Actions and Generalized Multivalued Constraints in Multivalued Planning. ICCSA (2) (2008)
Alfredo Milani, Clement Ho Cheung Leung, Marco Baioletti, Silvia Suriani
An Evolutionary Algorithm for Adaptive Online Services in Dynamic Environment. EvoWorkshops (2008)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani
Interactive dynamic production by genetic algorithms. Artificial Intelligence and Applications (2007)
Marco Baioletti, Alfredo Milani, Valentina Poggioni, Silvia Suriani
A Multivalued Logic Model of Planning. ECAI (2006)
Alfredo Milani, Marco Baioletti, Valentina Poggioni
Goal Directed Web Services. AWIC (2005)
Marco Baioletti, Alfredo Milani, Valentina Poggioni
Planning with Uncertain Resources. IC-AI (2003)
Marco Baioletti, Alfredo Milani, Valentina Poggioni
Planning with Fuzzy Resources. AI*IA (2003)
Marco Baioletti, Andrea Capotorti, Sauro Tulipani, Barbara Vantaggi
Simplification Rules for the Coherent Probability Assessment Problem. Ann. Math. Artif. Intell. 35 (1-4) (2002)
Marco Baioletti, Stefano Marcugini, Alfredo Milani
DPPlan: An Algorithm for Fast Solutions Extraction from a Planning Graph. AIPS (2000)
Marco Baioletti, Andrea Capotorti, Sauro Tulipani, Barbara Vantaggi
Elimination of Boolean variables for probabilistic coherence. Soft Comput. 4 (2) (2000)
Marco Baioletti, Stefano Marcugini, Alfredo Milani
An Extension of SATPLAN for Planning with Constraints. AIMSA (1998)
Marco Baioletti, Stefano Marcugini, Alfredo Milani
Encoding Planning Constraints into Partial Order Planners. KR (1998)
Marco Baioletti, Stefano Marcugini, Alfredo Milani
Task Planning and Partial Order Planning: A Domain Transformation Approach. ECP (1997)
Marco Baioletti, Stefano Marcugini, Alfredo Milani
Compiling Task Networks into Partial Order Planning Domains. AI*IA (1997)
Marco Baioletti, Stefano Marcugini, Alfredo Milani
Encapsulation of Actions and Plans in Conditional Planning Systems. IEA/AIE (1996)
Marco Baioletti, Stefano Marcugini, Alfredo Milani
A Weakest Precondition Semantics for Conditional Planning. AI*IA (1995)