Preregistration SF-1: mean-started descent in differential evolution on an unseen, controlled function family (predictions on valley structure, oscillation, rotation and conditioning)

Preregistration of experiment SF-1 for the manuscript "Unmasking the population mean: mean-started local descent for differential evolution on oscillatory big-valley landscapes" (in preparation). The plan, the function generator, the analysis scripts and the pre-run test log were frozen by MD5 hashes before any run with the experiment's run seeds. A new function generator varies four properties independently: valley structure (single funnel; double funnel with the Lunacek parameters), oscillation (none; single-scale Rastrigin type; multi-scale Weierstrass type with the BBOB f16 parameters, on the same lattice of minima), rotation (random orthogonal matrix or none) and conditioning (1 or 100), at D = 30 and 50: 48 cells. jSO with and without the mean-started descent (KW), 25 seeds (88501-88525), MaxFES = 10^4 D. A cell counts as a gain if the median log10 error of KW at half budget is at least 0.3 below that of jSO. Preregistered predictions: P1, gain in at least 6 of the 8 rotated single-scale cells; P2, no gain in at least 13 of the 16 multi-scale cells; P3 (control), no gain in at least 13 of the 16 cells without oscillation; no prediction for the 8 unrotated single-scale cells. Verdict: CORE HELD if P1 and P2 hold, PARTIAL if one holds, NOT HELD otherwise. Files: sf1_onkayit.tgz (MD5 b6a72358351dd99e2d6740db8b0a0043), plan kam-sf1-plani.md (MD5 8fa7a4d38e43cb395c85556ae15a9aba, in Turkish), SF1_DONDURMA_MD5.txt (hashes of all frozen files, including binaries and third-party files that are not redistributed). Related preregistration: PB-1, doi:10.5281/zenodo.23940212.

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Publication Details

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Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-05
DOI
https://doi.org/10.5281/zenodo.23980495
Primary Topic
Metaheuristic Optimization Algorithms Research
Type
article
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article

Preregistration SF-1: mean-started descent in differential evolution on an unseen, controlled function family (predictions on valley structure, oscillation, rotation and conditioning)

Erdinç Şahin
Zenodo (CERN European Organization for Nuclear Research)
Metaheuristic Optimization Algorithms Research
article

Preregistration SF-1: mean-started descent in differential evolution on an unseen, controlled function family (predictions on valley structure, oscillation, rotation and conditioning)

Erdinç Şahin
article en

Abstract

Preregistration of experiment SF-1 for the manuscript "Unmasking the population mean: mean-started local descent for differential evolution on oscillatory big-valley landscapes" (in preparation). The plan, the function generator, the analysis scripts and the pre-run test log were frozen by MD5 hashes before any run with the experiment's run seeds. A new function generator varies four properties independently: valley structure (single funnel; double funnel with the Lunacek parameters), oscillation (none; single-scale Rastrigin type; multi-scale Weierstrass type with the BBOB f16 parameters, on the same lattice of minima), rotation (random orthogonal matrix or none) and conditioning (1 or 100), at D = 30 and 50: 48 cells. jSO with and without the mean-started descent (KW), 25 seeds (88501-88525), MaxFES = 10^4 D. A cell counts as a gain if the median log10 error of KW at half budget is at least 0.3 below that of jSO. Preregistered predictions: P1, gain in at least 6 of the 8 rotated single-scale cells; P2, no gain in at least 13 of the 16 multi-scale cells; P3 (control), no gain in at least 13 of the 16 cells without oscillation; no prediction for the 8 unrotated single-scale cells. Verdict: CORE HELD if P1 and P2 hold, PARTIAL if one holds, NOT HELD otherwise. Files: sf1_onkayit.tgz (MD5 b6a72358351dd99e2d6740db8b0a0043), plan kam-sf1-plani.md (MD5 8fa7a4d38e43cb395c85556ae15a9aba, in Turkish), SF1_DONDURMA_MD5.txt (hashes of all frozen files, including binaries and third-party files that are not redistributed). Related preregistration: PB-1, doi:10.5281/zenodo.23940212.

Zenodo (CERN European Organization for Nuclear Research)
Giresun University (TR)
Openalex Percentile: Top 16%
Metaheuristic Optimization Algorithms Research
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