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

arXiv 2605.09652 ↗First posted 10 May 2026cs.NE cs.AIcited by 0

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Abstract (arXiv)

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.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 2 of its 2 references that are in the map. First posted on arXiv 10 May 2026.

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References · 2

  1. 2024UDE-III: An Enhanced Unified Differential Evolution Algorithm for Constrained Optimization Problemscited by 1
  2. 2026RDEx-CSOP: Feasibility-Aware Reconstructed Differential Evolution with Adaptive epsilon-Constraint Rankingcited by 1

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