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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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Yue Xin

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Open access Oct 2026

Generalized Gradient of Positive Adaptive-Compensation-Based for Fuzzy Hierarchical Classification

Hierarchical Takagi–Sugeno–Kang (TSK) fuzzy classifiers combine nonlinear modeling with rule-based decision structures for complex classification tasks. However, prediction errors may propagate through successive layers, and the contributions of different layers require careful consideration when combining their output...

Yue Xin, Wen-Liang Li, Ta Zhou · 0 citations

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