Valentino Santucci

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 47

Top Topics

Differential Evolution

Top Venues

GECCO Companion

GECCO (Companion)

Publications

Valentino Santucci, Marco Baioletti, Marco Tomassini
Optimization through Iterative Smooth Morphological Transformations. GECCO (2024)
Valentino Santucci, Josu Ceberio
Model-based Gradient Search using the Plackett-Luce model. GECCO Companion (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)
Valentino Santucci, Josu Ceberio
Doubly Stochastic Matrix Models for Estimation of Distribution Algorithms. GECCO (2023)
Valentino Santucci, Josu Ceberio
Doubly Stochastic Matrix Models for Estimation of Distribution Algorithms. CoRR (2023)
Giulio Biondi, Valentina Franzoni, Alfredo Milani, Valentino Santucci
Classification of Text Writing Proficiency of L2 Learners. ICCSA (Workshops 1) (2023)
Giulio Biondi, Valentina Franzoni, Yuanxi Li, Alfredo Milani, Valentino Santucci
RITA: A Phraseological Dataset of CEFR Assignments and Exams for Italian as a Second Language. WI/IAT (2023)
Josu Ceberio, Valentino Santucci
Model-based Gradient Search for Permutation Problems. ACM Trans. Evol. Learn. Optim. 3 (4) (2023)
Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini
Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization. EvoApplications (2022)
Valentino Santucci, Umberto Bartoccini, Paolo Mengoni, Fabio Zanda
A Computational Measure for the Semantic Readability of Segmented Texts. ICCSA (Workshops 1) (2022)
Valentino Santucci, Marco Baioletti
A Fast Randomized Local Search for Low Budget Optimization in Black-Box Permutation Problems. CEC (2022)
Antonio Agresta, Marco Baioletti, Chiara Biscarini, Alfredo Milani, Valentino Santucci
Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses. EvoApplications (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)
Valentino Santucci
Is Algebraic Differential Evolution Really a Differential Evolution Scheme? CEC (2021)
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)
Valentino Santucci, Josu Ceberio
Using pairwise precedences for solving the linear ordering problem. Appl. Soft Comput. 87 (2020)
Marco Baioletti, Alfredo Milani, Valentino Santucci
An Algebraic Approach for the Search Space of Permutations with Repetition. EvoCOP (2020)
Valentino Santucci, Luciana Forti, Filippo Santarelli, Stefania Spina, Alfredo Milani
Learning to Classify Text Complexity for the Italian Language Using Support Vector Machines. ICCSA (2) (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)
Luciana Forti, Giuliana Grego Bolli, Filippo Santarelli, Valentino Santucci, Stefania Spina
MALT-IT2: A New Resource to Measure Text Difficulty in Light of CEFR Levels for Italian L2 Learning. LREC (2020)
Valentino Santucci, Marco Baioletti, Alfredo Milani
An algebraic framework for swarm and evolutionary algorithms in combinatorial optimization. Swarm Evol. Comput. 55 (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)
Talia Sbardella, Valentino Santucci, Chiara Biscarini, Stefania Spina, Giuliana Grego Bolli
Raising Lifelong Learning Skills Using Learning Technology at University for Foreigners of Perugia. ICETM (2019)
Luciana Forti, Alfredo Milani, Luisa Piersanti, Filippo Santarelli, Valentino Santucci, Stefania Spina
Measuring Text Complexity for Italian as a Second Language Learning Purposes. BEA@ACL (2019)
Valentino Santucci, Marco Baioletti
A Memetic Approach for the Orienteering Problem. WIVACE (2019)
Alfredo Milani, Stefania Spina, Valentino Santucci, Luisa Piersanti, Marco Simonetti, Giulio Biondi
Text Classification for Italian Proficiency Evaluation. ICCSA (1) (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)
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)
Valentino Santucci, Stefania Spina, Alfredo Milani, Giulio Biondi, Gabriele Di Bari
Detecting Hate Speech for Italian Language in Social Media. EVALITA@CLiC-it (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, Valentino Santucci
Fitness Landscape Analysis of the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion. ICCSA (1) (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)
Antonio Agresta, Chiara Biscarini, Fabio Caraffini, Valentino Santucci
An Intelligent Optimised Estimation of the Hydraulic Jump Roller Length. EvoApplications@EvoStar (2013)
Alfredo Milani, Valentino Santucci
Community of scientist optimization: An autonomy oriented approach to distributed optimization. AI Commun. 25 (2) (2012)
Valentino Santucci, Alfredo Milani
Covariance-based parameters adaptation in differential evolution. GECCO (Companion) (2011)
Alfredo Milani, Valentino Santucci
Asynchronous Differential Evolution. IEEE Congress on Evolutionary Computation (2010)
Alfredo Milani, Valentino Santucci, Clement H. C. Leung
Optimal Design of Web Information Contents for E-Commerce Applications. ISCIS (2010)
Alfredo Milani, Valentino Santucci, Clement H. C. Leung
Optimizing Web Content Presentation: A Online PSO Approach. Web Intelligence/IAT Workshops (2009)
Alfredo Milani, Valentino Santucci
Online PSO for Web Marketing Optimization. ICEBE (2009)