Geodesic
Modeling and optimizing large-scale production-level transportation systems
Diskretnyj analiz i issledovanie operacij, Tome 29 (2022) no. 3, pp. 64-84

Voir la notice de l'article provenant de la source Math-Net.Ru

Large-scale economic modeling is becoming a reality for major businesses and it pushes their analytic and planning departments into very complicated areas of big data analytics and control. At the same time, it demands research communities in academia and else to develop adequate tools to operate models with millions of variables and gigabytes of data, where traditional off-the-shelf solutions fail. In this paper, we describe our experience with one rather common high-dimensional logistic problem and some of the mathematical and computational ideas we pursue to deal with it. Tab. 3, bibliogr. 21.
Keywords: large-scale economic modeling, production-level transport expedition system, linear optimization, projection algorithm. 
@article{DA_2022_29_3_a4,
     author = {E. A. Nurminskiy and N. B. Shamray},
     title = {Modeling and optimizing large-scale production-level transportation systems},
     journal = {Diskretnyj analiz i issledovanie operacij},
     pages = {64--84},
     publisher = {mathdoc},
     volume = {29},
     number = {3},
     year = {2022},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/DA_2022_29_3_a4/}
}
TY  - JOUR
AU  - E. A. Nurminskiy
AU  - N. B. Shamray
TI  - Modeling and optimizing large-scale production-level transportation systems
JO  - Diskretnyj analiz i issledovanie operacij
PY  - 2022
SP  - 64
EP  - 84
VL  - 29
IS  - 3
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/DA_2022_29_3_a4/
LA  - ru
ID  - DA_2022_29_3_a4
ER  - 
%0 Journal Article
%A E. A. Nurminskiy
%A N. B. Shamray
%T Modeling and optimizing large-scale production-level transportation systems
%J Diskretnyj analiz i issledovanie operacij
%D 2022
%P 64-84
%V 29
%N 3
%I mathdoc
%U http://geodesic.mathdoc.fr/item/DA_2022_29_3_a4/
%G ru
%F DA_2022_29_3_a4
E. A. Nurminskiy; N. B. Shamray. Modeling and optimizing large-scale production-level transportation systems. Diskretnyj analiz i issledovanie operacij, Tome 29 (2022) no. 3, pp. 64-84. http://geodesic.mathdoc.fr/item/DA_2022_29_3_a4/