Collective learning modeling based on the kinetic theory of active particles

D Burini, S De Lillo, L Gibelli - Physics of life reviews, 2016 - Elsevier
This paper proposes a systems approach to the theory of perception and learning in
populations composed of many living entities. Starting from a phenomenological description …

[HTML][HTML] On the modeling of collective learning dynamics

S De Lillo, N Bellomo - Applied mathematics letters, 2011 - Elsevier
This paper deals with the modeling of the collective learning dynamics of two systems of a
heterogeneously distributed population. The first one evolves autonomously towards higher …

A kinetic theory approach to the modeling of complex living systems

D Burini, L Gibelli, N Outada - Active Particles, Volume 1: Advances in …, 2017 - Springer
In this chapter, a mathematical structure is derived to provide a general framework toward
the modeling of space-homogeneous living systems, according to the kinetic theory for …

[HTML][HTML] On the complex interaction between collective learning and social dynamics

D Burini, S De Lillo - Symmetry, 2019 - mdpi.com
This paper is motivated by the perspective ideas proposed in our previous studies, where
some challenging problems, for instance qualitative analysis of the solution to nonlinear …

[HTML][HTML] The principle of least cognitive action

A Betti, M Gori - Theoretical Computer Science, 2016 - Elsevier
By and large, the interpretation of learning as a computational process taking place in both
humans and machines is primarily provided in the framework of statistics. In this paper, we …

What is life? Active particles tools towards behavioral dynamics in social-biology and economics

N Bellomo, M Esfahanian, V Secchini, P Terna - Physics of Life Reviews, 2022 - Elsevier
This review paper is devoted to study the conceptual difficulties that mathematics meets
when attempting to describe the complexity of living matter focusing on the challenging …

What is life? A perspective of the mathematical kinetic theory of active particles

N Bellomo, D Burini, G Dosi, L Gibelli… - … Models and Methods …, 2021 - World Scientific
The modeling of living systems composed of many interacting entities is treated in this paper
with the aim of describing their collective behaviors. The mathematical approach is …

[图书][B] Modeling complex living systems: a kinetic theory and stochastic game approach

N Bellomo - 2008 - books.google.com
Using tools from mathematical kinetic theory and stochastic game theory, this work deals
with the modeling of large complex systems in the applied sciences, particularly those …

[HTML][HTML] On the modeling of nonlinear interactions in large complex systems

N Bellomo, C Bianca, MS Mongiovì - Applied Mathematics Letters, 2010 - Elsevier
This work deals with the modeling of large systems of interacting entities in the framework of
the mathematical kinetic theory for active particles. The contents are specifically focused on …

Complexity analysis and mathematical tools towards the modelling of living systems

N Bellomo, C Bianca, M Delitala - Physics of Life Reviews, 2009 - Elsevier
This paper is a review and critical analysis of the mathematical kinetic theory of active
particles applied to the modelling of large living systems made up of interacting entities. The …