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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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A. Kubasheva

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Open access Sep 2026

Interactive algorithm for multi-criteria control of the catalytic reforming unit at the Atyrau oil refinery based on qualitative information

The paper addresses the problem of decision-making for optimal control of the technological complex of a catalytic reforming unit under conditions of multicriteria and uncertainty caused by the fuzzy nature of the initial information. It is shown that traditional deterministic optimization methods do not fully account...

L. Kurmangaziyeva, B. A. Dzhugembayeva, B. Utenova et al. · 0 citations

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