Proceedings of the 8th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2020)

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The Model of the Innovative Project as the Multivariable Control Object

Authors
Vladimir Gvozdev, Oksana Bezhaeva, Dinara Akhmetova, Daria Blinova
Corresponding Author
Dinara Akhmetova
Available Online 10 November 2020.
DOI
10.2991/aisr.k.201029.053How to use a DOI?
Keywords
innovative project, measured data, expert estimates, multivariable control object, target group, membership function, linguistic scale
Abstract

The formation of a balanced system of parameters (budget; duration of implementation; customers and developers’ satisfaction with the results of the project the course of the project) is a critical factor in the successful implementation of the project. Development of the formal models, which described the direct and cross-linking relationship between the input (budget, implementation time) and output (customer and developer satisfaction) parameters of the project creates the conditions for increasing the validity of decisions related to the project organization. The feature of empirical models constructing is the need to share actual (historical) data about budgets and the previously implemented projects duration, and subjective estimates (determined by experience) of consumers and developers. The paper considers the approach for the construction of parametric regression models based on the joint use of measured data and expert estimates. The additive or multiplicative form of interaction of direct and cross-linking relationship is substantiated, this depend on which target group (consumers or developers) are assigned the outputs of a multivariable object.

Copyright
© 2020, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 8th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2020)
Series
Advances in Intelligent Systems Research
Publication Date
10 November 2020
ISBN
10.2991/aisr.k.201029.053
ISSN
1951-6851
DOI
10.2991/aisr.k.201029.053How to use a DOI?
Copyright
© 2020, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - CONF
AU  - Vladimir Gvozdev
AU  - Oksana Bezhaeva
AU  - Dinara Akhmetova
AU  - Daria Blinova
PY  - 2020
DA  - 2020/11/10
TI  - The Model of the Innovative Project as the Multivariable Control Object
BT  - Proceedings of the 8th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2020)
PB  - Atlantis Press
SP  - 278
EP  - 282
SN  - 1951-6851
UR  - https://doi.org/10.2991/aisr.k.201029.053
DO  - 10.2991/aisr.k.201029.053
ID  - Gvozdev2020
ER  -