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Advanced computational intelligence (CI) techniques applied to the production of anti-pneumococcal conjugate vaccine

Grant number: 10/15479-1
Support type:Research Grants - Visiting Researcher Grant - Brazil
Duration: November 01, 2010 - December 31, 2010
Field of knowledge:Engineering - Chemical Engineering - Chemical Process Industries
Principal researcher:Martha Massako Tanizaki
Grantee:Martha Massako Tanizaki
Visiting researcher: Maria do Carmo Nicoletti
Visiting researcher institution: Universidade Federal de São Carlos (UFSCar), Brazil
Home Institution: Instituto Butantan. Secretaria da Saúde (São Paulo - Estado). São Paulo , SP, Brazil
Associated research grant:08/05207-4 - Pneumococcal conjugate vaccine: capsular polysaccharide - pneumococcal surface protein A, AP.TEM

Abstract

The research project aims to investigate the use of data-driven Computational Intelligence (CI) techniques, particularly conventional neural networks, constructive neural networks, evolutionary algorithms and inductive logic programming for modelling, supervisionand control of anti-pneumococcal conjugate vaccine-related bioprocesses with the goal of introducing flexibility to the modelling and control of such processes. (AU)