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Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy, 2021, Volume 8, Issue 1, Pages 73–87
DOI: https://doi.org/10.21638/spbu01.2021.107
(Mi vspua133)
 

This article is cited in 3 scientific papers (total in 3 papers)

MATHEMATICS

Algebraic solution of a problem of optimal project scheduling in project management

N. К. Krivulin, S. A. Gubanov

St. Petersburg State University, 7-9, Universitetskaya nab., St. Petersburg, 199034, Russian Federation
Full-text PDF (324 kB) Citations (3)
Abstract: A problem of optimal scheduling is considered for a project that consists of a certain set of works to be performed under given constraints on the times of start and finish of the works. As the optimality criterion for scheduling, the maximum deviation of the start time of works is taken to be minimized. Such problems arise in project management when it is required, according to technological, organizational, economic or other reasons, to provide, wherever possible, simultaneous start of all works. The scheduling problem under consideration is formulated as a constrained minimax optimization problem and then solved using methods of tropical (idempotent) mathematics which deals with the theory and applications of semirings with idempotent addition. First, a tropical optimization problem is investigated defined in terms of a general idempotent semifield (an idempotent semiring with invertible multiplication), and a complete analytical solution of the problem is derived. The result obtained is then applied to find a direct solution of the scheduling problem in a compact vector form ready for further analysis of solutions and straightforward computations. As an illustration, a numerical example of solving optimal scheduling problem is given for a project that consists of four works.
Keywords: idempotent semifield, tropical optimization, minimax optimization problem, project scheduling, project management.
Funding agency Grant number
Russian Foundation for Basic Research 20-010-00145
This work is supported by Russian Foundation for Basic Research (grant No. 20-010-00145).
Received: 30.05.2020
Revised: 07.09.2020
Accepted: 17.09.2020
English version:
Vestnik St. Petersburg University, Mathematics, 2021, Volume 8, Issue 3, Pages 58–68
DOI: https://doi.org/10.1134/S1063454121010088
Document Type: Article
UDC: 519.8+330.4
Language: Russian
Citation: N. К. Krivulin, S. A. Gubanov, “Algebraic solution of a problem of optimal project scheduling in project management”, Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy, 8:1 (2021), 73–87; Vestn. St. Petersbg. Univ., Math., 8:3 (2021), 58–68
Citation in format AMSBIB
\Bibitem{KriGub21}
\by N.~К.~Krivulin, S.~A.~Gubanov
\paper Algebraic solution of a problem of optimal project scheduling in project management
\jour Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy
\yr 2021
\vol 8
\issue 1
\pages 73--87
\mathnet{http://mi.mathnet.ru/vspua133}
\crossref{https://doi.org/10.21638/spbu01.2021.107}
\transl
\jour Vestn. St. Petersbg. Univ., Math.
\yr 2021
\vol 8
\issue 3
\pages 58--68
\crossref{https://doi.org/10.1134/S1063454121010088}
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  • This publication is cited in the following 3 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    Vestnik of Saint Petersburg University. Mathematics. Mechanics. Astronomy
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