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Operads for complex system design specification, analysis and synthesis

As the complexity and heterogeneity of a system grows, the challenge of specifying, documenting and synthesizing correct, machine-readable designs increases dramatically. Separation of the system into manageable parts is needed to support analysis at various levels of granularity so that the system...

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Detalles Bibliográficos
Autores principales: Foley, John D., Breiner, Spencer, Subrahmanian, Eswaran, Dusel, John M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8299556/
https://www.ncbi.nlm.nih.gov/pubmed/35153565
http://dx.doi.org/10.1098/rspa.2021.0099
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author Foley, John D.
Breiner, Spencer
Subrahmanian, Eswaran
Dusel, John M.
author_facet Foley, John D.
Breiner, Spencer
Subrahmanian, Eswaran
Dusel, John M.
author_sort Foley, John D.
collection PubMed
description As the complexity and heterogeneity of a system grows, the challenge of specifying, documenting and synthesizing correct, machine-readable designs increases dramatically. Separation of the system into manageable parts is needed to support analysis at various levels of granularity so that the system is maintainable and adaptable over its life cycle. In this paper, we argue that operads provide an effective knowledge representation to address these challenges. Formal documentation of a syntactically correct design is built up during design synthesis, guided by semantic reasoning about design effectiveness. Throughout, the ability to decompose the system into parts and reconstitute the whole is maintained. We describe recent progress in effective modelling under this paradigm and directions for future work to systematically address scalability challenges for complex system design.
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spelling pubmed-82995562022-02-11 Operads for complex system design specification, analysis and synthesis Foley, John D. Breiner, Spencer Subrahmanian, Eswaran Dusel, John M. Proc Math Phys Eng Sci Review Articles As the complexity and heterogeneity of a system grows, the challenge of specifying, documenting and synthesizing correct, machine-readable designs increases dramatically. Separation of the system into manageable parts is needed to support analysis at various levels of granularity so that the system is maintainable and adaptable over its life cycle. In this paper, we argue that operads provide an effective knowledge representation to address these challenges. Formal documentation of a syntactically correct design is built up during design synthesis, guided by semantic reasoning about design effectiveness. Throughout, the ability to decompose the system into parts and reconstitute the whole is maintained. We describe recent progress in effective modelling under this paradigm and directions for future work to systematically address scalability challenges for complex system design. The Royal Society Publishing 2021-06 2021-06-23 /pmc/articles/PMC8299556/ /pubmed/35153565 http://dx.doi.org/10.1098/rspa.2021.0099 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Review Articles
Foley, John D.
Breiner, Spencer
Subrahmanian, Eswaran
Dusel, John M.
Operads for complex system design specification, analysis and synthesis
title Operads for complex system design specification, analysis and synthesis
title_full Operads for complex system design specification, analysis and synthesis
title_fullStr Operads for complex system design specification, analysis and synthesis
title_full_unstemmed Operads for complex system design specification, analysis and synthesis
title_short Operads for complex system design specification, analysis and synthesis
title_sort operads for complex system design specification, analysis and synthesis
topic Review Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8299556/
https://www.ncbi.nlm.nih.gov/pubmed/35153565
http://dx.doi.org/10.1098/rspa.2021.0099
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