Polarization: a new communication protocol in networks of bio-inspired processors

V Mitrana - Journal of Membrane Computing, 2019 - Springer
This work is a survey of the most recent results regarding the computational power of the
networks of bio-inspired processors whose communication is based on a new protocol …

NPEPE: Massive natural computing engine for optimally solving NP-complete problems in Big Data scenarios

S Gómez Canaval, B Ordozgoiti Rubio… - New Trends in Databases …, 2015 - Springer
Abstract Networks of Evolutionary Processors (NEP) is a bio-inspired computational model
defining theoretical computing devices able to solve NP-complete problems in an efficient …

Distributed simulation of NEPs based on-demand cloud elastic computation

SG Canaval, AO de la Puente, PO González - … Work-Conference on …, 2015 - Springer
Abstract Networks of Evolutionary Processors (NEP) are a bio-inspired computational model
able to solve NP complete problems in an efficient manner. Up to now, the only way to …

Networks of splicing processors with evaluation sets as optimization problems solvers

S Gómez-Canaval, V Mitrana, JR Sánchez-Couso - Information Sciences, 2016 - Elsevier
In this paper we consider a new highly parallel and distributed bio-inspired computational
model having its underlying structure an undirected graph whose nodes are processors that …

(Tissue) P systems with vesicles of multisets

A Alhazov, R Freund, S Ivanov, S Verlan - Electronic Proceedings in …, 2017 - ibn.idsi.md
We consider tissue P systems working on vesicles of multisets with the very simple
operations of insertion, deletion, and substitution of single objects. With the whole multiset …

Variants of networks of evolutionary processors with polarizations and a small number of processors

R Freund, V Rogo**, S Verlan - International Journal of …, 2019 - World Scientific
We improve previous results obtained for networks of evolutionary processors—using the
operations insertion, deletion, and substitution on strings—with elementary polarizations− 1 …

Simulating polarization by random context filters in networks of evolutionary processors

V Mitrana, JA Sanchez Martin - Journal of Applied Mathematics and …, 2022 - Springer
Networks of evolutionary processors (NEP for short) form a class of models within the new
computational paradigms inspired by biological phenomena. They are known to be …

Computational completeness of networks of evolutionary processors with elementary polarizations and a small number of processors

R Freund, V Rogo**, S Verlan - International Conference on Descriptional …, 2017 - Springer
We improve previous results obtained for networks of evolutionary processors with
elementary polarizations-1, 0, 1 by showing that only the very small number of seven …

High performance and scalable simulations of a bio-inspired computational model

S Gómez-Canaval, V Mitrana, M Păun… - … Conference on High …, 2019 - ieeexplore.ieee.org
The Network of Polarized Evolutionary Processors (NPEP) is a rather new variant of the bio-
inspired computing model called Network of Evolutionary Processors (NEP). This model …

Solving optimization problems by using networks of evolutionary processors with quantitative filtering

SG Canaval, JRS Couso, M Vinyals - Journal of computational science, 2016 - Elsevier
Searching for new efficient algorithms to solve complex optimization problems in big data
scenarios is a priority, especially when the search space increases exponentially with the …