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RDEx-CASK: Cauchy Mutation, Archive, and Stagnation Kick for RDEx-CSOP

About

We extend RDEx-CSOP with 3 changes that target stagnation & late-stage variance, plus minor parameter tuning. The second scale factor in the standard branch is sampled independently from a truncated Cauchy. A small feasible-only JADE-style archive (|A|_max = 50) is added & sampled with probability |A|/(|A|+|P|). Per-individual stagnation counter triggers, after 180 no-improvement generations, three local overrides on standard branch: pull toward the global best, lift the archive sampling floor to 0.65, & saturate CR to 0.95 when population success rate is below 0.10. The exploitation biased branch & every other RDEx component are left untouched. On CEC CSOP suite (D=30, 25 runs), RDEx-CASK is competitive with RDEx, UDE-III, & CL-SRDE in feasibility-aware quality & improves time-to-target on most problems.

Dikshant, Dikshit Chauhan, Chen Hao, Anupam Trivedi, Harikumar Kandath, Senthilnath Jayavelu• 2026

Related benchmarks

TaskDatasetResultRank
Constrained Single-objective OptimizationCEC CSOP Function 4 (D=30) 2025
Qp Mean89.8
4
Constrained Single-objective OptimizationCEC CSOP Function 8 (D=30) 2025
Qp Mean2.84
4
Constrained Single-objective OptimizationCEC CSOP Function 9 (D=30) 2025
Qp Mean2.67
4
Constrained Single-objective OptimizationCEC CSOP Function 10 (D=30) 2025
Qp Mean1.03
4
Constrained Single-objective OptimizationCEC CSOP Function 11 (D=30) 2025
Qp Mean3.71
4
Constrained Single-objective OptimizationCEC CSOP Function 16 (D=30) 2025
Mean Qp28.3
4
Constrained Single-objective OptimizationCEC 2025 CSOP Function 17 (D=30)
Qp Mean31
4
Constrained Single-objective OptimizationCEC CSOP Function 19 (D=30) 2025
Qp Mean4.27e+4
4
Constrained Single-objective OptimizationCEC CSOP Function 23 (D=30) 2025
Qp Mean1.41
4
Constrained Single-objective OptimizationCEC CSOP Function 25 (D=30) 2025
Qp Mean40.3
4
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