Computer intelligent software system for optimisation of adaptive management of investment design based on deterministic and stochastic network formalisation Full article
| Journal |
International Journal of Risk Assessment and Management
ISSN: 1741-5241 , E-ISSN: 1466-8297 |
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| Output data | Year: 2021, Volume: 24, Number: 2/3/4, Pages: 196-213 Pages count : 18 DOI: 10.1504/ijram.2021.126426 | ||||
| Tags | software intelligent system; optimising adaptive management; investment projecting; economic and mathematical model; network methods of planning and management; investment optimisation; control strategy; schedule; risks; entropy; probability | ||||
| Authors |
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| Affiliations |
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Funding (1)
| 1 | Министерство науки и высшего образования РФ | 0327-2021-0008 |
Abstract:
The paper discusses the development and creation of an intelligent
computer system for optimising the control of investment projecting processes
under conditions of uncertainty. This system is designed to automate the
modelling of investment projecting processes and optimise the adaptive control
of decision-making in their implementation based on network economic and
mathematical modelling, as well as methods and tools for the development of
intelligent software systems. The basis of the system is the use of a new method
of network formalisation and optimisation of adaptive project control in the
form of an appropriate methodology for solving the investment projecting
problems under consideration. The proposed method also contains a part that
implements a neural network stochastic model of adaptive control in the
presence of risks. The paper describes the main blocks of the developed
intelligent computer software system, its capabilities and presents the results of
evaluating the effectiveness of its application.
Cite:
Shorikov A.F.
, Butsenko E.V.
Computer intelligent software system for optimisation of adaptive management of investment design based on deterministic and stochastic network formalisation
International Journal of Risk Assessment and Management. 2021. V.24. N2/3/4. P.196-213. DOI: 10.1504/ijram.2021.126426 Scopus OpenAlex
Computer intelligent software system for optimisation of adaptive management of investment design based on deterministic and stochastic network formalisation
International Journal of Risk Assessment and Management. 2021. V.24. N2/3/4. P.196-213. DOI: 10.1504/ijram.2021.126426 Scopus OpenAlex
Dates:
| Submitted: | Nov 20, 2021 |
| Accepted: | Feb 20, 2022 |
| Published print: | Jul 20, 2022 |
Identifiers:
| Scopus: | 2-s2.0-85142695477 |
| OpenAlex: | W4312459418 |
Citing:
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