Geodesic
NBI-RPRGM for Multi-objective Optimization Design of Bio-Processes
R. Ellaia1 ; A. El Mouatasim1 ; J. R. Banga2 ; O. H. Sendin2
1Ecole Mohammadia d'Ingénieurs, LERMA Avenue Ibn Sina BP765 - Agdal, Rabat -Maroc
2Process Engineering Group, IIM-CSIC, C/ Eduardo Cabello, 6, 36208 Vigo, Spain
ESAIM. Proceedings, Tome 20 (2007), pp. 118-128
Cet article a éte moissonné depuis la source EDP Sciences

Voir la notice de l'article

In this work we consider multi-objective optimization problems arising from the domain of the design of nonlinear bioprocesses. The goals are to maximize the product profit and to minimize simultaneously the Fixed Capital Investment, by imposing additional constraints in order to ensure cell viability. As a result, the Pareto-optimal set is obtained for Random Perturbation of Reduced Gradient Method (RPRGM) by solving a set of nonlinear programming subproblems of multi objective optimization using the recent Normal Boundary Intersection (NBI), the objective and constraints functions are assumed to be differentiable.
DOI : 10.1051/proc:072011

R. Ellaia  1   ; A. El Mouatasim  1   ; J. R. Banga  2   ; O. H. Sendin  2

1 Ecole Mohammadia d'Ingénieurs, LERMA   Avenue Ibn Sina BP765 - Agdal, Rabat -Maroc
2 Process Engineering Group, IIM-CSIC, C/ Eduardo Cabello, 6, 36208 Vigo, Spain 
@article{EP_2007_20_a11,
     author = {R. Ellaia and A. El Mouatasim and J. R. Banga and O. H. Sendin},
     title = {NBI-RPRGM for {Multi-objective} {Optimization} {Design} of {Bio-Processes}},
     journal = {ESAIM. Proceedings},
     pages = {118--128},
     year = {2007},
     volume = {20},
     doi = {10.1051/proc:072011},
     language = {en},
     url = {http://geodesic.mathdoc.fr/articles/10.1051/proc:072011/}
}
TY  - JOUR
AU  - R. Ellaia
AU  - A. El Mouatasim
AU  - J. R. Banga
AU  - O. H. Sendin
TI  - NBI-RPRGM for Multi-objective Optimization Design of Bio-Processes
JO  - ESAIM. Proceedings
PY  - 2007
SP  - 118
EP  - 128
VL  - 20
UR  - http://geodesic.mathdoc.fr/articles/10.1051/proc:072011/
DO  - 10.1051/proc:072011
LA  - en
ID  - EP_2007_20_a11
ER  - 
%0 Journal Article
%A R. Ellaia
%A A. El Mouatasim
%A J. R. Banga
%A O. H. Sendin
%T NBI-RPRGM for Multi-objective Optimization Design of Bio-Processes
%J ESAIM. Proceedings
%D 2007
%P 118-128
%V 20
%U http://geodesic.mathdoc.fr/articles/10.1051/proc:072011/
%R 10.1051/proc:072011
%G en
%F EP_2007_20_a11
R. Ellaia; A. El Mouatasim; J. R. Banga; O. H. Sendin. NBI-RPRGM for Multi-objective Optimization Design of Bio-Processes. ESAIM. Proceedings, Tome 20 (2007), pp. 118-128. doi: 10.1051/proc:072011

Cité par Sources :