Systems and Means of Informatics
2019, Volume 29, Issue 3, pp 169-179
FORMATION OF SITUATIONALLY DEPENDENT SYSTEMS OF REQUIREMENTS FOR SOLVING THE PROBLEMS OF COST PLANNING
Abstract
An approach to the expert formation of situationally dependent systems of requirements for solving cost planning problems is proposed. The statement and methods for solving linear problem of situational cost planning are presented. Depending on the set of requirements, the problem is solved either by the method of prioritized interval allocation, or by the method of target displacement of solution. Both methods allow finding a cost plan that always meets the mandatory requirements and satisfy the orienting requirements as much as possible. At each step of the plan search in the computational experiment mode, the problem formulation is determined by the system of mandatory and orienting requirements, which is generated by the expert planner on the base of the situation portraits analysis. It is possible to set several indicators of the solution quality. The presentation of input data and the planning result in the form of numerical segments allows to take into account the accuracy of forecasting the amount of the allocated resource and the expected costs. The portraits of situations (target, starting, and achieved) formed with the help of digital twins are presented by a formalized description of the key parameters characterizing the state of the sources of the consumed resource, its consumers, and the planning conditions. The characteristic of the active online cost planning service is given.
[+] References (24)
- Lasi, H., P. Fettke, H. G. Kemper, et al. 2014. Application-pull and technology- push as driving forces for the Fourth Industrial Revolution. Bus. Inf. Syst. Eng. 6(4):239-242. doi: 10.1007/s12599-014-0334-4.
- Li, Lan-bing, Bing-lian Liu, Wei-lin Liu, et al. 2017. Efficiency evaluation of the regional high-tech industry in China: A new framework based on meta-frontier dynamic DEA analysis. Socio Econ. Plan. Sci. 60:26-33. doi: 10.1016/j.seps.2017.02.001.
- Skog, D. A., H. Wimelius, and J. Sandberg. 2018. Digital disruption. Bus. Inf. Syst. Eng. 60(5):431-437. doi: 10.1007/s12599-018-0550-4.
- Kurov, B. N. 2011. Sravnenie effektivnosti algoritmov upravleniya s uchetom tochnosti dannykh i realizatsii resheniy [Comparison of control algorithms efficiency taking into account data accuracy and solutions implementation]. Upravlenie bol'shimi sistemami [Management of Large Systems] 34:279-291.
- Ilyin, V. D. 1996. Osnovaniya situatsionnoy informatizatsii [Foundations of situational informatization]. Moscow: Nauka, Fizmatlit. 180 p.
- Ilyin, A. V., and V. D. Ilyin. 2018. Situational online resource planning in accordance with mandatory and orienting rules. Sistemy i Sredstva Informatiki - Systems and Means of Informatics 28(1):177-191. doi: 10.14357/08696527180113.
- General Electric. 2018. The Digital Twin. Available at: https://www.ge.com/digital/ sites/defa ult/files/The-Digital-Twi n_Compressi ng-Time-to-Value-for-Digital- Industrial-Companies.pdf (accessed July 14, 2019).
- Armbrust, M., A. Fox, R. Griffith, et al. 2010. A view of cloud computing. Commun. ACM 53(4):50-58. doi: 10.1145/1721654.1721672.
- Wang, L., G. Laszewski, A. Younge, et al. 2010. Cloud computing: A perspective study. New Generat. Comput. 28:137-146. doi: 10.1007/s00354-008-0081-5.
- Rogers, O., and D. Cliff. 2012. A financial brokerage model for cloud computing. J. Cloud Computing 1 (1): 1-12. doi: 10.1186/2192-113X-1-2.
- Jamsa, K. A. 2013. Cloud computing. Burlington: Jones & Bartlett Learning. 322 p.
- Wei, Y., and M.B. Blake. 2010. Service-oriented computing and cloud computing: challenges and opportunities. IEEE Internet Comput. 14:72-75. doi: 10.1109/ MIC.2010.147.
- Ilyin, A. V. 2015. Internet-servis planirovaniya raskhodov [The online service for cost planning]. Sistemy i Sredstva Informatiki - Systems and Means of Informatics 25(2): 111-122. doi: 10.14357/08696527150207.
- Jede, A., and F. Teuteberg. 2016. Understanding socio-technical impacts arising from software-as-a-service usage in companies. Bus. Inf. Syst. Eng. 58(3): 161-176. doi: 10.1007/s 12599-016-0429-1.
- Perera, C., C. H. Liu, and S. Jayawardena. 2015. The emerging Internet of Things marketplace from an industrial perspective: A survey. IEEE T. Emerging Topics Computing 3(4):585-598. doi: 10.1109/TETC.2015.2390034.
- "Internet veshchey" (IoT) v Rossii. Tekhnologiya budushchego, dostupnaya uzhe seychas [Internet of things (IoT) in Russia. Technology of the future, available now].
2017. PWC. Available at: https://www.pwc.ru/ru/publications/IoT.html (accessed July 14, 2019).
- Kim, R. Y. 2011. Efficient wireless communications schemes for machine to machine communications. Comm. Com. Inf. Sc. 181(3):313-323. doi: 10.1007/978-3-642- 22203-0_28.
- Lien, S. Y., T.H. Liau, C. Y. Kao, et al. 2012. Cooperative access class barring for machine-to-machine communications. IEEE T. Wirel. Commun. 11(1):27-32. doi: 10.1109/TWC.2011.111611.110350.
- Ilyin, A. V., and V. D. Ilyin. 2014. Towards a normalized economic mechanism based on E-services. Agris on-line Papers Economics Informatics 6(3):39-49. Available at: http://online.agris.cz/files/2014/agris_on-line_2014_3_ilyin _ilyin.pdf (accessed July 14, 2019).
- Ilyin, V.D. 2019. Model' kooperativnogo reshatelya zadach na osnove tsifrovykh dvoynikov [The model of the cooperative problem solver based on digital twins]. Sistemy i Sredstva Informatiki - Systems and Means of Informatics 29(2): 172-179. doi: 10.14357/08696527190215.
- Ilyin, A. V. 2013. Ekspertnoe planirovanie resursov [Expert resource planning]. Moscow: IPI RAN. 58 p.
- Kantorovich, L. V. 1939. Matematicheskie metody organizatsii i planirovaniya pro- izvodstva [Mathematical methods of organizing and planning production]. Leningrad: Leningrad State University. 67 p.
- Dantzig, G. 1949. Programming of interdependent activities. Mathematical model. Econometrica 17 (3/4):200-211.
- Karmarkar, N. 1984. A new polynomial-time algorithm for linear programming. Combinatorica 4:373-395.
[+] About this article
Title
FORMATION OF SITUATIONALLY DEPENDENT SYSTEMS OF REQUIREMENTS FOR SOLVING THE PROBLEMS OF COST PLANNING
Journal
Systems and Means of Informatics
Volume 29, Issue 3, pp 169-179
Cover Date
2019-10-30
DOI
10.14357/08696527190315
Print ISSN
0869-6527
Publisher
Institute of Informatics Problems, Russian Academy of Sciences
Additional Links
Key words
situationally dependent systems of requirements; situational cost planning; method of prioritized interval allocation; method of target displacement of solution; situation portraits; online cost planning service
Authors
A. V. Ilyin and V. D. Ilyin
Author Affiliations
State Research Institute of Aviation Systems, 7 Viktorenko Str., Moscow 125319, Russian Federation
Dorodnicyn Computing Center of the Russian Academy of Sciences, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 40 Vavilov Str., Moscow 119333, Russian Federation
|