[tachsin]

I reported every library bug the benchmarks found, each with a reproduction and a proposed fix, and this links them from the notes and the library pages in place of "not yet":

• pymoo: #799-#808 (the DE index draw that halves its Rastrigin error is #799, fix #800)
• jMetal: #490-#497 (CMA-ES C^(−1/2) and tql2, χ_n, seeds, coral reef crash)
• Evolutionary.jl (now SciML/Evolutionary.jl): docs: show the libraries' versions in the summary chart and the benchmarks index #179-chore: release v0.8.0 #186 (CMA-ES, GA copies, DE, (μ+λ)-ES)
• PyGAD: docs(contributing): no AI attribution in commits, PRs, comments or files #370-Decision: names and defaults of the local and Bayesian methods #376 (and a fix for ci: build the examples once and run them in parallel #369)
• radiate: feat: add tabu search and iterated local search #29, Memetic GA: local search on the best parents #30
• pagmo / pygmo: Fix the ftol and xtol descriptions of sade, de1220, cmaes and xnes esa/pagmo2#652-#654, [BUG] Docstrings of sade, de1220, cmaes and xnes swap ftol and xtol esa/pygmo2#195-feat: play each example's recorded run on its page, and show its output #196
• Metaheuristics.jl: docs: the benchmark rules #130, chore: check the benchmark adapters against the rules #131
• DEAP: #778-#782

Nevergrad's NgIohTuned crash and pymoo's pattern search seeding are already fixed on their main branches, not yet released; the pages say so.