MONITORING THE DYNAMICS OF A PROJECT-ORIENTED ORGANIZATION ENERGY ENTROPY
DOI:
https://doi.org/10.30837/ITSSI.2020.13.006Keywords:
entropy, energy efficiency, organization, barrierAbstract
The subject of the research is the approaches to studying the dynamics of information and energy entropy of a project-oriented organization. The purpose of this study is to develop an approach for monitoring the dynamics of energy entropy when adding a new project to the portfolio of a project-oriented organization. To achieve this goal, it is necessary to perform the following tasks: determine the expression of the criterion for the success of the project in the framework of the energy-entropic concept of the organization, formulate entropic barriers and ways to overcome them. The following methods are used: systems analysis, probability theory, energy-entropy theory. Results. The main parameters that determine the dynamics of the organization's energy entropy are information entropy and relative energy efficiency. When a new project is added to an organization's structure, it takes time to improve its energy efficiency. Therefore, to form conclusions on the analysis of changes in entropy, it is important to review the period and take into account its relationship with new projects of the organization. The dynamics of the information entropy of development projects and their influence on the information entropy of the organization are described. It was found that negative leaps of information entropy are possible as a result of the implementation of projects aimed at changing business processes, quality of resources, etc. The work proposes a criterion for the success of the project, taking into account the time period that is "provided" to the project for the manifestation of its result in terms of energy entropy. Also, the work formulated barriers for information and energy entropies as levels, upon reaching which the organization is destroyed. Conclusions. This article presents a tool for analyzing the dynamics of information entropy and energy entropy of a project-oriented organization when a new project is added to the portfolio. Also, a criterion for the success of the project is proposed, taking into account the time period that is "provided" to the project for the manifestation of its result in terms of energy entropy. Entropic barriers of a project-oriented organization are formulated and ways to overcome them are proposed to reduce entropy, increase energy efficiency and ensure its development.
References
Pavlova, S. I. (2016), "Project-oriented organizations as the development of enterprise management methods" ["Proektno-oriyentovani orhanizatsiyi yak rozvytok metodiv upravlinnya pidpryyemstvom"], Bulletin of ZhSTU, Economics, Management and Administration, No. 4 (78), P. 170–177.
Bushuyev, S., Lisitsyn, A., Timinsky, A. (2008), "Information model of organizational management system", Project Management and Development of Production, No. 2 (26), P. 20–29.
Jae-Yoon Jung, Chang-Ho Chin and Jorge Cardoso (2011), "An entropy-based uncertainty measure of process models", Information Processing Letters, No. 111 (3), P. 135-141.
Abbas, A. E. (2006), "Entropy methods for joint distributions in decision analysis", IEEE Transactions on Engineering Management, Vol. 53, No. 1, P. 146–159. DOI: https://doi.org/10.1109/TEM.2005.861803
Jiang Rong, Liao Hongzhi, Yu Jiankun, Feng Tao, Zhao Chenggui and Li Junlin (2009), "A model based on information entropy to measure developer turnover risk on software project", 2nd IEEE International Conference on Computer Science and Information Technology, Beijing, P. 419–422. DOI: https://doi.org/10.1109/ICCSIT.2009.5234813
Han, W., Zhu, B. (2017), "Research on New Methods of Multi-project Based on Entropy and Particle Swarm Optimization for Resource Leveling Problem", Advances in Engineering Research (AER), No. 124, P. 215–221.
Stepanić, J., Sabol, G., Stjepan Žebec, M. (2005), "Describing social systems using social free energy and social entropy", Kybernetes, Vol. 34, No. 6, P. 857–868. DOI: https://doi.org/10.1108/03684920510595535
Jae-Yoon Jung, Chang-Ho Chin and Jorge Cardoso (2011), "An entropy-based uncertainty measure of process models", Information Processing Letters, No. 111 (3), P. 135–141.
Han, W., & Zhu, B. (2017), Research on New Methods of Multi-project Based on Entropy and Particle Swarm Optimization for Resource Leveling Problem.
Bushuyev, S., Sochnev, S. (1999), "Entropy measurement as a project control tool", International Journal of Project Management, No. 17 (6), P. 343–350.
Shakhov, A. V. (2014), "Entropy model of portfolio management of a project-oriented organization" ["Entropiynaya model' portfel'nogo upravleniya proyektno-oriyentirovannoy organizatsiyey"], Project management and development of virobnastics, No. 2, P. 87–95.
Downarowicz, T. (2011), "Entropy in Dynamical Systems", New Mathematical Monographs, Cambridge: Cambridge University Press. DOI: https://doi.org/10.1017/CBO9780511976155
Markechová, D., Ebrahimzadeh, A. & Eslami Giski, Z. (2018), "Logical entropy of dynamical systems", Adv Differ Equ 2018, No. 70. DOI: https://doi.org/10.1186/s13662-018-1524-z
Bondar, A., Bushuyev, S., Onyshchenko, S., Hiroshi, H. (2020), "Entropy Paradigm of Project-Oriented Organizations Management", Proceedings of the 1st International Workshop IT Project Management (ITPM 2020), Lviv, Ukraine, February 18-20, 2020, CEUR Workshop Proceedings (2020), Vol. 1, P. 233–243. DOI: http://ceur-ws.org/Vol-2565/paper20.pdf
Bondar, A. V. (2020), "Basic provisions of energy entropy theory of organization" ["Bazovi polozhennya enerhoentropiynoyi teoriyi orhanizatsiyi"], Management of complex systems development, No. 41, P. 6–14.
Bondar, A. V. (2020), "Investigation of the influence of information entropy on the energy entropy of an organization" ["Yssledovanye vlyyanyya ynformatsyonnoy éntropyy na énerhoéntropyyu orhanyzatsyy"], Bulletin of the National Technical University "KhPI". Series: Mathematical modeling in engineering and technology, No. 1 (1355), P. 3–8.
Bondar, A.V. (2020), "Dynamics of information entropy of projects and practical aspects of its evaluation" ["Dynamika informatsiynoyi entropiyi proyektiv ta praktychni aspekty yiyi otsinky"], Bulletin of the National Technical University "KhPI". Series: New solutions in modern technologies, No. 2 (4), P. 45–53.
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