4.6 Article

ON THE DIFFICULT INTERPLAY BETWEEN LIFE, COMPLEXITY, AND MATHEMATICAL SCIENCES

期刊

出版社

WORLD SCIENTIFIC PUBL CO PTE LTD
DOI: 10.1142/S021820251350053X

关键词

Living systems; collective behavior; self-organization; nonlinear interactions; learning; large deviations

资金

  1. Ministerio de Ciencia e Innovacion (Spain) [MTM2011-23384]
  2. Junta de Andalucia [P08-FQM-4267]
  3. MIUR
  4. Italian Minister of University and Research
  5. PRIN Grant

向作者/读者索取更多资源

This paper presents a revisiting, with developments, of the so-called kinetic theory for active particles, with the main focus on the modeling of nonlinearly additive interactions. The approach is based on a suitable generalization of methods of kinetic theory, where interactions are depicted by stochastic games. The basic idea consists in looking for a general mathematical structure suitable to capture the main features of living, hence complex, systems. Hopefully, this structure is a candidate towards the challenging objective of designing a mathematical theory of living systems. These topics are treated in the first part of the paper, while the second one applies it to specific case studies, namely to the modeling of crowd dynamics and of the immune competition.

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