Automatic sizing of neural networks for function approximation. - Enrico Rigoni; Alberto Lovison (SMC, 2007)

A Polynomial Chaos Approach to Robust Multiobjective Optimization. - Silvia Poles; Alberto Lovison (Hybrid and Robust Approaches to Multiobjective Optimization, 2009)

Extracting optimal datasets for metamodelling and perspectives for incremental samplings. - Alberto Lovison; Enrico Rigoni (Math. Comput. Simul., 2010)

Singular Continuation: Generating Piecewise Linear Approximations to Pareto Sets via Global Analysis. - Alberto Lovison (SIAM J. Optim., 2011)

Global search perspectives for multiobjective optimization. - Alberto Lovison (J. Glob. Optim., 2013)

Universal activity pattern in human interactive dynamics. - Marco Formentin; Alberto Lovison; Amos Maritan; Giovanni Zanzotto (CoRR, 2014)

Finite mechanical proxies for a class of reducible continuum systems. - Franco Cardin; Alberto Lovison (Networks Heterog. Media, 2014)

On Generalizing Lipschitz Global Methods for Multiobjective Optimization. - Alberto Lovison; Markus E. Hartikainen (EMO (2), 2015)

PAINT-SiCon: constructing consistent parametric representations of Pareto sets in nonconvex multiobjective optimization. - Markus E. Hartikainen; Alberto Lovison (J. Glob. Optim., 2015)

ANOVA-MOP: ANOVA Decomposition for Multiobjective Optimization. - Mohammad Tabatabaei; Alberto Lovison; Matthias Tan; Markus Hartikainen; Kaisa Miettinen (SIAM J. Optim., 2018)

On the Extension of the DIRECT Algorithm to Multiple Objectives. - Alberto Lovison; Kaisa Miettinen (J. Glob. Optim., 2021)

A Pareto-Pontryagin Maximum Principle for Optimal Control. - Alberto Lovison; Franco Cardin (Symmetry, 2022)

Constrained multiobjective optimization of expensive black-box functions using a heuristic branch-and-bound approach. - Donald R. Jones; Alberto Lovison (J. Glob. Optim., 2024)