The SElectively Integrated Returns Intelligent Optimisation System — SEIRIOS

Further advancing the Optimal Returns IntegratiOnal Network — ORION, Loukeris (2023), the diagnosis of bubbles and their potential returns is produced innovatively to elaborate significant parameters of the portfolio optimization domain, such as: i) trends on investors patterns, ii) the Entropic effect on investors in the Chaotic effects of the Markets in SDEs by Tsallis Statistics and the FMH - Fractal Market Hypothesis, iii) to detect an optimal classifier on 60 Modular Networks of Neurals or Hybrid Neuro-Genetics to support the optimal asset allocation policy, are examined. The SElectively Integrated Returns Intelligent Optimisation System — SEIRIOS is introduced