IDEAS home Printed from https://ideas.repec.org/a/aiy/journl/v2y2016i1p89-101.html
   My bibliography  Save this article

Agent modelling of cluster formation processes in regional economic systems

Author

Listed:
  • Boush, G. D.
  • Kulikova, О. Ðœ.
  • Shelkov, I. К.

Abstract

The subject matter of this research is the processes of the spontaneous clustering in the regional economy. The purpose is the development and approbation of the modeling algorithm of these processes. The hypothesis: the processes of spontaneous clustering in the social and economic environment are supposed to proceed not linearly, but intermittently. The following methods are applied: agent imitating modeling with an application of FOREL and k-means algorithms. The modeling algorithm is realized in the Python 3 programming language. The course regularities of clustering processes in the region are revealed: 1) the clustering processes are intensifying, the production uniformity is increasing; 2) the increase of the level of production uniformity leads to the leveling of customer behavior; 3) the producers of high-differentiated production reduce the level of its differentiation or leave the cluster; 4) the stages of steady functioning are illustrative for clustering processes, their change is followed with arising of bifurcation points; 5) the activation of clustering processes in regional economy leads to the revenue increase of the cluster participants, each of producers and of consumers, and to the growth of synergetic effect values. These results testify the nonlinearity of processes of clustering and ambiguity of their effects. The following conclusions have been drawn: 1) a modeling of the processes of spontaneous clustering in regional economy has showed that they proceed not linearly, a steady progressive development is followed with leaps; 2) the clustering of regional economy leads to the growth of the efficiency indicators of activities of cluster-concerned entities; 3) initiation and activation of the clustering processes requires a certain environment.

Suggested Citation

  • Boush, G. D. & Kulikova, О. Ðœ. & Shelkov, I. К., 2016. "Agent modelling of cluster formation processes in regional economic systems," R-Economy, Ural Federal University, Graduate School of Economics and Management, vol. 2(1), pages 89-101.
    • Handle: RePEc:aiy:journl:v:2:y:2016:i:1:p:89-101
    DOI: 10.15826/recon.2016.2.1.008
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10995/47032
    Download Restriction: no
    File URL: https://libkey.io/10.15826/recon.2016.2.1.008?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Raphael Suire & Jerome Vicente, 2014. "Clusters for life or life cycles of clusters: in search of the critical factors of clusters' resilience," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 26(1-2), pages 142-164, April.
    2. Giuseppe Arbia & Giuseppe Espa & Danny Quah, 2009. "A class of spatial econometric methods in the empirical analysis of clusters of firms in the space," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 81-103, Springer.
    3. Chincarini, Ludwig & Asherie, Neer, 2008. "An analytical model for the formation of economic clusters," Regional Science and Urban Economics, Elsevier, vol. 38(3), pages 252-270, May.
    4. Kerstin Press, 2008. "Divide to conquer? Limits to the adaptability of disintegrated, flexible specialization clusters," Journal of Economic Geography, Oxford University Press, vol. 8(4), pages 565-580, July.
    5. Andrew Popp & John Wilson, 2007. "Life Cycles, Contingency, and Agency: Growth, Development, and Change in English Industrial Districts and Clusters," Environment and Planning A, , vol. 39(12), pages 2975-2992, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Viktoria V. Akberdina & Andrey I. Volodin & Roman V. Gubarev & Evgeniy I. Dzyuba & Fanil’ S. Fayzullin, 2020. "Models of public investment management at regional level," Upravlenets, Ural State University of Economics, vol. 11(1), pages 45-56, March.
    2. Vladimir Kolmakov & Aleksandra Polyakova & Svetlana Karpova & Alla Golovina, 2019. "Cluster Development Based on Competitive Specialization of Regions," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(1), pages 270-284.
    3. Nina I. LARIONOVA & Tatyana V. YALYALIEVA & Dmitry L. NAPOLSKIKH, 2018. "Global Competitiveness, Neoindustrialization And Innovative Clusters: International Indicators And Trends Of Russian Federation," Revista Galega de Economía, University of Santiago de Compostela. Faculty of Economics and Business., vol. 27(2), pages 125-138.
    4. Shamis, V. A. & Kulikova, O. M. & Neiman, S. Y. & Usacheva, E. V., 2017. "Agent modeling of advertising impact on the regional economic cluster lifecycle," R-Economy, Ural Federal University, Graduate School of Economics and Management, vol. 3(4), pages 203-212.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Galina Boush & Okxana Kulikova & Ivan Shelkov, 2016. "Agent Modelling of Cluster Formation Processes in Regional Economic Systems (p. 64-77)," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(1), pages 64-77.
    2. Shamis, V. A. & Kulikova, O. M. & Neiman, S. Y. & Usacheva, E. V., 2017. "Agent modeling of advertising impact on the regional economic cluster lifecycle," R-Economy, Ural Federal University, Graduate School of Economics and Management, vol. 3(4), pages 203-212.
    3. Arbia, Giuseppe & Espa, Giuseppe & Giuliani, Diego & Mazzitelli, Andrea, 2010. "Detecting the existence of space-time clustering of firms," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 311-323, September.
    4. Giuseppe Espa & Giuseppe Arbia & Diego Giuliani, 2013. "Conditional versus unconditional industrial agglomeration: disentangling spatial dependence and spatial heterogeneity in the analysis of ICT firms’ distribution in Milan," Journal of Geographical Systems, Springer, vol. 15(1), pages 31-50, January.
    5. Frederic Gaschet & Mathieu Becue & Vanessa Bouaroudj & Marina Flamand & André Meunie & Guillaume Pouyanne & Damien Talbot, 2017. "Related variety and the dynamics of European photonic clusters," European Planning Studies, Taylor & Francis Journals, vol. 25(8), pages 1292-1315, August.
    6. Ron Martin & Peter Sunley, 2011. "Conceptualizing Cluster Evolution: Beyond the Life Cycle Model?," Regional Studies, Taylor & Francis Journals, vol. 45(10), pages 1299-1318, November.
    7. Shi, Xin & Jiang, Haizhou & Li, Huan & Wang, Ying, 2020. "Upgrading port-originated maritime clusters: Insights from Shanghai's experience," Transport Policy, Elsevier, vol. 87(C), pages 19-32.
    8. Brock, William A. & Xepapadeas, Anastasios & Yannacopoulos, Athanasios N., 2014. "Optimal agglomerations in dynamic economics," Journal of Mathematical Economics, Elsevier, vol. 53(C), pages 1-15.
    9. HAEDO, Christian & MOUCHART, Michel, 2012. "A stochastic independence approach for different measures of concentration and specialization," LIDAM Discussion Papers CORE 2012025, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    10. Brock, William A. & Xepapadeas, Anastasios & Yannacopoulos, Athanasios N., 2014. "Spatial externalities and agglomeration in a competitive industry," Journal of Economic Dynamics and Control, Elsevier, vol. 42(C), pages 143-174.
    11. Hiroyasu Inoue & Kentaro Nakajima & Yukiko Umeno Saito, 2019. "Localization of collaborations in knowledge creation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(1), pages 119-140, February.
    12. Buzard, Kristy & Carlino, Gerald A. & Hunt, Robert M. & Carr, Jake K. & Smith, Tony E., 2017. "The agglomeration of American R&D labs," Journal of Urban Economics, Elsevier, vol. 101(C), pages 14-26.
    13. Juan Tomas Sayago-Gomez & Adam Nowak, 2016. "What is Near and Recent in Crime for a Homeowner? The Cases of Denver and Seattle," Working Papers Working Paper 2016-01, Regional Research Institute, West Virginia University.
    14. Gabriel Lang & Eric Marcon & Florence Puech, 2019. "Distance-Based Measures Of Spatial Concentration: Introducing A Relative Density Function," Working Papers hal-01082178, HAL.
    15. Kai Li & Yunzhi Zhang & Wensi Wang & Yonglei Jiang & Hexin Zhang, 2022. "Spatial location of new foreign firms in Shanghai under the transformation of urban development," Bulletin of Economic Research, Wiley Blackwell, vol. 74(2), pages 405-420, April.
    16. Lucena-Piquero, D. & Vicente, Jérôme, 2019. "The visible hand of cluster policy makers: An analysis of Aerospace Valley (2006-2015) using a place-based network methodology," Research Policy, Elsevier, vol. 48(3), pages 830-842.
    17. Gang Zhang & Ruoyang Gao, 2010. "Modularity and incremental innovation: the roles of design rules and organizational communication," Computational and Mathematical Organization Theory, Springer, vol. 16(2), pages 171-200, June.
    18. Giannoccaro, Ilaria, 2015. "Adaptive supply chains in industrial districts: A complexity science approach focused on learning," International Journal of Production Economics, Elsevier, vol. 170(PB), pages 576-589.
    19. Pinkse, Jonatan & Vernay, Anne-Lorène & D’Ippolito, Beatrice, 2018. "An organisational perspective on the cluster paradox: Exploring how members of a cluster manage the tension between continuity and renewal," Research Policy, Elsevier, vol. 47(3), pages 674-685.
    20. William Brock & Anastasios Xepapadeas, 2020. "Spatial Environmental and Resource Economics," DEOS Working Papers 2002, Athens University of Economics and Business.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:aiy:journl:v:2:y:2016:i:1:p:89-101. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Irina Turgel (email available below). General contact details of provider: https://edirc.repec.org/data/seurfru.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.