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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

Author

Mohd Nor Akmal Khalid

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Open access Aug 2026

A coordinated hybrid initialization and multi-operator framework for swarm-based optimization

An enhanced sand cat swarm algorithm (ESC-SCSA) is developed and comprehensively evaluated through sensitivity analysis, ablation studies, convergence analysis, and statistical significance tests, demonstrating its effectiveness and potential generalization capability across both continuous and discrete optimization problems.

wirawati dewi ahmad, Azuraliza Abu Bakar, Mohd Nor Akmal Khalid · 0 citations

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