2026-10-10T11:52:12Z https://api.figshare.com/v2/oai

oai:figshare.com:article/34000616 2026-09-25T17:59:27Z category_24 category_272 category_39 category_45 category_734 category_931 category_69 portal_5 item_type_3 month_year_09_2026

<p>Training rounds. Rounds R1–R3 compare the three selection methods (Elitism, Truncation, SUS) at the baseline configuration; rounds R4–R6 sweep mutation rate, genome length, and population size using the selected SUS method. Baseline: population 250, genome length 50, 12 hidden neurons, <i>p</i>_mut = 0.005, 1000 generations.</p> Sarah Wolpold (25111751) Christian R. Voolstra (6915230) Sebastian von Mammen (20947118) Evolutionary Biology Environmental Sciences not elsewhere classified Ecology Sociology Biological Sciences not elsewhere classified Information Systems not elsewhere classified Inorganic Chemistry require innovative approaches reef &# 8217 guide larval actions evolved controllers capture different mechanisms across crustose coralline algae coral larval simulations characteristic cue responses various environmental conditions enhance biological realism model yields interpretable integrating adaptive behaviors bimodal vertical distribution optimizing settlement success vertical distribution settlement success environmental cues biological processes successful settlement work introduces ultimately determining testable outcomes term resilience swimming larvae simplified environment sensitivity analyses reduced hydrodynamics previous studies next generation neural network key metrics human activities future work evolutionary algorithms entire ecosystem climate change bottleneck linking benthic community based model approach provides also exposing <p>Training rounds. Rounds R1–R3 compare the three selection methods (Elitism, Truncation, SUS) at the baseline configuration; rounds R4–R6 sweep mutation rate, genome length, and population size using the selected SUS method. Baseline: population 250, genome length 50, 12 hidden neurons, <i>p</i>_mut = 0.005, 1000 generations.</p> 2026-09-25T17:59:07Z Dataset Dataset 10.1371/journal.pone.0359316.t004 https://figshare.com/articles/dataset/_p_Training_rounds_Rounds_R1_R3_compare_the_three_selection_methods_Elitism_Truncation_SUS_at_the_baseline_configuration_rounds_R4_R6_sweep_mutation_rate_genome_length_and_population_size_using_the_selected_SUS_method_Baseline_population_25/34000616 CC BY 4.0