Some Approaches to Modeling the Spatial Diffusion of Innovations
The study considers the problems of modeling diffusion of innovations in economic systems. The authors show the capabilities and limitations of the use of deterministic and probabilistic cellular automata in modeling the diffusion of innovations. To overcome limitations of the model of probabilistic...
| Main Authors: | , |
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| Format: | Article |
| Language: | Russian |
| Published: |
Economic Research Institute of the Far East Branch of the Russian Academy of Sciences
2015-06-01
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| Series: | Prostranstvennaâ Èkonomika |
| Subjects: | |
| Online Access: | http://spatial-economics.com/eng/images/spatial-econimics/2_2015/SE.2015.2.103-115.Schmidt.pdf |
| _version_ | 1818982805113143296 |
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| author | Yuriy Davidovich Schmidt Olga Nikolaevna Lobodina |
| author_facet | Yuriy Davidovich Schmidt Olga Nikolaevna Lobodina |
| author_sort | Yuriy Davidovich Schmidt |
| collection | DOAJ |
| description | The study considers the problems of modeling diffusion of innovations in economic systems. The authors show the capabilities and limitations of the use of deterministic and probabilistic cellular automata in modeling the diffusion of innovations. To overcome limitations of the model of probabilistic cellular automaton the researchers propose the model’s modification. The authors constructed a cellular automaton that implements two different behavior modes according to the selection method of a plurality of neighboring cells (classic and combined) and changing the cell’s state. This automaton has several modes of operation: the absence or impermeable boundaries, homogeneity or heterogeneity of the territory |
| first_indexed | 2024-12-20T17:53:03Z |
| format | Article |
| id | doaj.art-3fb5288ed6c44987a5028077015c8796 |
| institution | Directory Open Access Journal |
| issn | 1815-9834 2587-5957 |
| language | Russian |
| last_indexed | 2024-12-20T17:53:03Z |
| publishDate | 2015-06-01 |
| publisher | Economic Research Institute of the Far East Branch of the Russian Academy of Sciences |
| record_format | Article |
| series | Prostranstvennaâ Èkonomika |
| spelling | doaj.art-3fb5288ed6c44987a5028077015c87962022-12-21T19:30:48ZrusEconomic Research Institute of the Far East Branch of the Russian Academy of SciencesProstranstvennaâ Èkonomika1815-98342587-59572015-06-01210311510.14530/se.2015.2.103-115Some Approaches to Modeling the Spatial Diffusion of InnovationsYuriy Davidovich Schmidt0Olga Nikolaevna Lobodina1Economic Research Institute FEB RAS, Far Eastern State UniversityFar Eastern State UniversityThe study considers the problems of modeling diffusion of innovations in economic systems. The authors show the capabilities and limitations of the use of deterministic and probabilistic cellular automata in modeling the diffusion of innovations. To overcome limitations of the model of probabilistic cellular automaton the researchers propose the model’s modification. The authors constructed a cellular automaton that implements two different behavior modes according to the selection method of a plurality of neighboring cells (classic and combined) and changing the cell’s state. This automaton has several modes of operation: the absence or impermeable boundaries, homogeneity or heterogeneity of the territoryhttp://spatial-economics.com/eng/images/spatial-econimics/2_2015/SE.2015.2.103-115.Schmidt.pdfdiffusion of innovationsmodelingcellular automatamodificationprobabilistic and combined cellular automaton |
| spellingShingle | Yuriy Davidovich Schmidt Olga Nikolaevna Lobodina Some Approaches to Modeling the Spatial Diffusion of Innovations Prostranstvennaâ Èkonomika diffusion of innovations modeling cellular automata modification probabilistic and combined cellular automaton |
| title | Some Approaches to Modeling the Spatial Diffusion of Innovations |
| title_full | Some Approaches to Modeling the Spatial Diffusion of Innovations |
| title_fullStr | Some Approaches to Modeling the Spatial Diffusion of Innovations |
| title_full_unstemmed | Some Approaches to Modeling the Spatial Diffusion of Innovations |
| title_short | Some Approaches to Modeling the Spatial Diffusion of Innovations |
| title_sort | some approaches to modeling the spatial diffusion of innovations |
| topic | diffusion of innovations modeling cellular automata modification probabilistic and combined cellular automaton |
| url | http://spatial-economics.com/eng/images/spatial-econimics/2_2015/SE.2015.2.103-115.Schmidt.pdf |
| work_keys_str_mv | AT yuriydavidovichschmidt someapproachestomodelingthespatialdiffusionofinnovations AT olganikolaevnalobodina someapproachestomodelingthespatialdiffusionofinnovations |