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Resource competition and technological diversity

The work develops and investigates a mathematical model for evolution of the technological structure of an economic system where different technologies compete for the common essential resources. The model is represented by a system of consumer–resource rate equations. Consumers are technologies for...

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Detalles Bibliográficos
Autores principales: Mustafin, Almaz, Kantarbayeva, Aliya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8601447/
https://www.ncbi.nlm.nih.gov/pubmed/34793499
http://dx.doi.org/10.1371/journal.pone.0259875
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author Mustafin, Almaz
Kantarbayeva, Aliya
author_facet Mustafin, Almaz
Kantarbayeva, Aliya
author_sort Mustafin, Almaz
collection PubMed
description The work develops and investigates a mathematical model for evolution of the technological structure of an economic system where different technologies compete for the common essential resources. The model is represented by a system of consumer–resource rate equations. Consumers are technologies formalized as populations of weakly differentiated firms producing a similar commodity with like average output. Firms are characterized by the Leontief–Liebig production function in stock-flow representation. Firms self-replicate with a rate proportional to production output of the respective technology and dissolve with a constant rate of decay. The resources are supplied to the system from outside and consumed by concerned technologies; the unutilized resource amounts are removed elsewhere. The inverse of a per firm break-even resource availability is proposed to serve as a measure for competitiveness towards a given resource. The necessary conditions for coexistence of different technologies are derived, according to which each contender must be a superior competitor for one specific resource and an inferior competitor for the others. The model yields a version of the principle of competitive exclusion: in a steady state, the number of competing technologies cannot exceed the number of limiting resources. Competitive outcomes (either dominance or coexistence) in the general system of multiple technologies feeding on multiple essential resources are shown to be predictable from knowledge of the resource-dependent consumption and growth rates of each technological population taken alone. The proposed model of exploitative competition with explicit resource dynamics enables more profound insight into the patterns of technological change as opposed to conventional mainstream models of innovation diffusion.
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spelling pubmed-86014472021-11-19 Resource competition and technological diversity Mustafin, Almaz Kantarbayeva, Aliya PLoS One Research Article The work develops and investigates a mathematical model for evolution of the technological structure of an economic system where different technologies compete for the common essential resources. The model is represented by a system of consumer–resource rate equations. Consumers are technologies formalized as populations of weakly differentiated firms producing a similar commodity with like average output. Firms are characterized by the Leontief–Liebig production function in stock-flow representation. Firms self-replicate with a rate proportional to production output of the respective technology and dissolve with a constant rate of decay. The resources are supplied to the system from outside and consumed by concerned technologies; the unutilized resource amounts are removed elsewhere. The inverse of a per firm break-even resource availability is proposed to serve as a measure for competitiveness towards a given resource. The necessary conditions for coexistence of different technologies are derived, according to which each contender must be a superior competitor for one specific resource and an inferior competitor for the others. The model yields a version of the principle of competitive exclusion: in a steady state, the number of competing technologies cannot exceed the number of limiting resources. Competitive outcomes (either dominance or coexistence) in the general system of multiple technologies feeding on multiple essential resources are shown to be predictable from knowledge of the resource-dependent consumption and growth rates of each technological population taken alone. The proposed model of exploitative competition with explicit resource dynamics enables more profound insight into the patterns of technological change as opposed to conventional mainstream models of innovation diffusion. Public Library of Science 2021-11-18 /pmc/articles/PMC8601447/ /pubmed/34793499 http://dx.doi.org/10.1371/journal.pone.0259875 Text en © 2021 Mustafin, Kantarbayeva https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Mustafin, Almaz
Kantarbayeva, Aliya
Resource competition and technological diversity
title Resource competition and technological diversity
title_full Resource competition and technological diversity
title_fullStr Resource competition and technological diversity
title_full_unstemmed Resource competition and technological diversity
title_short Resource competition and technological diversity
title_sort resource competition and technological diversity
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8601447/
https://www.ncbi.nlm.nih.gov/pubmed/34793499
http://dx.doi.org/10.1371/journal.pone.0259875
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