mlsanityData to 14 Oct 2026

Operads for complex system design specification, analysis and synthesis

arXiv 2101.11115 ↗First posted 26 Jan 2021cs.SE math.CTcited by 3

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Abstract (arXiv)

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 modeling under this paradigm and directions for future work to systematically address scalability challenges for complex system design.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 26 Jan 2021.

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Citing papers per year: 2023: 2; 2024: 0; 2025: 0; 2026: 1.

3 papers.