Optimal control and genetic algorithms in modeling dynamical allocation of resources for a three-sector economy

被引：0

作者：

Alexeeva, Tatyana ^{[1
]}

Chechurin, Leonid ^{[1
]}

Dodonov, Viktor ^{[1
]}

Honarmand, Zahra ^{[1
]}

Kuznetsov, Nikolay ^{[2
]}

Neittaanmaki, Pekka ^{[2
]}

机构：

[1] LUT Univ, Sch Engn Sci, Lappeenranta, Finland

[2] Univ Jyvaskyla, Fac Informat Technol, Jyvaskyla, Finland

来源：

INTERNATIONAL JOURNAL OF PARALLEL EMERGENT AND DISTRIBUTED SYSTEMS | 2023年 / 38卷 / 02期

关键词：

Optimal control; nonlinear dynamics; economic growth; balanced economy; genetic algorithms; GROWTH;

D O I：

10.1080/17445760.2022.2136372

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

The task of looking for the optimal allocation of resources in an economy is fraught with a number of severe restrictions. This is manifested in the complexity of the technical implementation of the solution even in the case of a low dimension of the problem. In this paper, we consider two approaches, analytical and numerical, for deriving the dynamical optimal allocation of resources in a three-sector economy and show that the use of modern artificial intelligence (AI) technologies such as genetic algorithms (GA), can be useful for expanding the range of effective tools and new contributions to this problem. [GRAPHICS] .

引用

页码：99 / 109

页数：11

共 50 条

[31] TCPST allocation using optimal power flow and Genetic Algorithms
Wirmond, Vilmair E.
Fernandes, Thelma S. P.
Tortelli, Odilon Luis
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (04) : 880 - 886
[32] Optimal insurance risk allocation with steepest ascent and genetic algorithms
Ha, SiewMun
JOURNAL OF RISK FINANCE, 2013, 14 (02) : 129 - 139
[33] Improving Genetic Algorithms for Optimal Land-Use Allocation
Gharaibeh, Anne A.
Ali, Mansoor H.
Abo-Hammour, Zaer S.
Al Saaideh, Mohammad
JOURNAL OF URBAN PLANNING AND DEVELOPMENT, 2021, 147 (04)
[34] Control of nonlinear dynamical systems using genetic algorithms
AlDuwaish, HN
Bettayeb, M
PROCEEDINGS OF THE 1997 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 1997, : 421 - 424
[35] Optimal allocation of hybrid distribution transformers considering dynamical control
Gao, Rong
Kou, Peng
Liang, Deliang
Yang, Chuankai
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 131 (131)
[36] Genetic algorithms for optimal control of beer fermentation
Carrillo-Ureta, GE
Roberts, PD
Becerra, VM
PROCEEDINGS OF THE 2001 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL (ISIC'01), 2001, : 391 - 396
[37] Overcoming the Cause of Failure and the Role of Issue Salience: Toward a Comprehensive Theory for Nonprofit Activity and Competition in a Three-Sector Economy
Faulk, Lewis
NONPROFIT POLICY FORUM, 2014, 5 (02) : 335 - 365
[38] Genetic algorithms for optimal feedback control design
Kundu, S
Kawata, S
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1996, 9 (04) : 403 - 411
[39] Optimal Control and Positional Controllability in a One-Sector Economy
Grigorenko, Nikolai
Luk'yanova, Lilia
GAMES, 2021, 12 (01): : 1 - 12
[40] OPTIMAL ALLOCATION OF MEASUREMENT AND CONTROL RESOURCES WITH APPLICATION TO RIVER DEPOLLUTION
OLGAC, NM
COOPER, CA
LONGMAN, RW
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1976, 6 (05): : 377 - 384

← 1 2 3 4 5 →