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Comprehensive analysis of Adaptive PSO vs Standard PSO on CEC2017 benchmarks. APSO demonstrates 15-40% better solution quality and 20-60% faster convergence across 30 test functions (10-100 dimensions). Foundation for real-world optimization applications.
Six PSO algorithms for constrained optimization benchmarked on CEC2017 (C01–C28, D=10 and 30) under the official protocol. Includes the proposed DMSE-PSO, full code, results and statistical analysis.