FCO Algorithm Benchmark Results: Holm Procedure p-Values for CEC 2005

Results of the Holm sequential procedure for pairwise comparisons against the proposed Felis Catus Optimization (FCO) algorithm on the CEC 2005 benchmark suite, including p-values and adjusted α levels. The dataset was authored by Mohammad Salehi and last updated on 2026-04-15. It is a 5.5 KB XLS file available under a CC-BY-4.0 license.

Use Cases

• Statistical validation of algorithm performance based on p-values and adjusted α levels.
• Benchmarking new optimization algorithms against the CEC 2005 suite results.
• Applying the Holm sequential procedure for multiple pairwise comparisons in experimental analysis.

Strengths

• Dataset is small (5.5 KB), facilitating quick download and inspection.
• Provides specific statistical results (p-values and adjusted α levels) for a defined benchmark (CEC 2005).
• Has a clear open license (CC-BY-4.0).

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Mohammad Salehi via figshare

Collection Method

Likely generated from computational experiments comparing the Felis Catus Optimization algorithm to others on the CEC 2005 benchmark.

Freshness

Last updated 2026-04-15 18:08:15; freshness should be verified.