# Global Optimization on CEC 50D 2014 (30 Functions) Source: [Global Optimization on CEC 50D 2014 (30 Functions)]() Collection index: [llms.txt]() Data updated: 2026-06-05T06:47:42.713Z Evaluation of global optimization algorithms using the CEC 2014 test suite configured for 50 dimensions, reporting results across 30 distinct objective functions (F1 through F30). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Global Optimization | | Dataset (including any stated split) | CEC 50D 2014 | | Metric | Objective Value (F1) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 9 of 9 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Objective Value (F1)](): Lower is better; unit: SCALAR. - [Objective Value (F2)](): Lower is better; unit: SCALAR. - [Objective Value (F3)](): Lower is better; unit: SCALAR. - [Objective Value (F4)](): Lower is better; unit: SCALAR. - [Objective Value (F5)](): Lower is better; unit: SCALAR. - [Objective Value (F6)](): Lower is better; unit: SCALAR. - [Objective Value (F7)](): Lower is better; unit: SCALAR. - [Objective Value (F8)](): Lower is better; unit: SCALAR. - [Objective Value (F9)](): Lower is better; unit: SCALAR. - [Objective Value (F10)](): Lower is better; unit: SCALAR. - [Objective Value (F11)](): Lower is better; unit: SCALAR. - [Objective Value (F12)](): Lower is better; unit: SCALAR. - [Objective Value (F13)](): Lower is better; unit: SCALAR. - [Objective Value (F14)](): Lower is better; unit: SCALAR. - [Objective Value (F15)](): Lower is better; unit: SCALAR. - [Objective Value (F16)](): Lower is better; unit: SCALAR. - [Objective Value (F17)](): Lower is better; unit: SCALAR. - [Objective Value (F18)](): Lower is better; unit: SCALAR. - [Objective Value (F19)](): Lower is better; unit: SCALAR. - [Objective Value (F20)](): Lower is better; unit: SCALAR. - [Objective Value (F21)](): Lower is better; unit: SCALAR. - [Objective Value (F22)](): Lower is better; unit: SCALAR. - [Objective Value (F23)](): Lower is better; unit: SCALAR. - [Objective Value (F24)](): Lower is better; unit: SCALAR. - [Objective Value (F25)](): Lower is better; unit: SCALAR. - [Objective Value (F26)](): Lower is better; unit: SCALAR. - [Objective Value (F27)](): Lower is better; unit: SCALAR. - [Objective Value (F28)](): Lower is better; unit: SCALAR. - [Objective Value (F29)](): Lower is better; unit: SCALAR. - [Objective Value (F30)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Objective Value (F1) | Result date | Report paper | | --- | --- | --- | --- | | ETI-EPSDE | 36630 | Not recorded | 68fa527b1e209131ce97b635 | | ETI-CoDE | 405200 | Not recorded | 68fa527b1e209131ce97b635 | | CoDE | 405900 | Not recorded | 68fa527b1e209131ce97b635 | | SOO | 500290 | Not recorded | 69facb3dc0f56ed84308a57e | | SaDE | 795800 | Not recorded | 68fa527b1e209131ce97b635 | | ETI-SaDE | 860400 | Not recorded | 68fa527b1e209131ce97b635 | | ETI-ODE | 1264000 | Not recorded | 68fa527b1e209131ce97b635 | | EPSDE | 2129000 | Not recorded | 68fa527b1e209131ce97b635 | | ODE | 2160000 | Not recorded | 68fa527b1e209131ce97b635 | ### ETI-EPSDE Objective Value (F1): 36630. Result ID: 6a22710cfbc373592c1fba77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dimension":"50"}. This record does not assert independent reproduction. ### ETI-CoDE Objective Value (F1): 405200. Result ID: 6a22710cfbc373592c1fba71. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dimension":"50"}. This record does not assert independent reproduction. ### CoDE Objective Value (F1): 405900. Result ID: 6a22710cfbc373592c1fba70. [Reporting paper]() Recorded evaluation configuration: {"Dimension":"50"}. This record does not assert independent reproduction. ### SOO Objective Value (F1): 500290. Result ID: 69faf79e47f34ce924ddc5ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Objective function evaluations":"10^5"}. This record does not assert independent reproduction. ### SaDE Objective Value (F1): 795800. Result ID: 6a22710cfbc373592c1fba72. [Reporting paper]() Recorded evaluation configuration: {"Dimension":"50"}. This record does not assert independent reproduction. ### ETI-SaDE Objective Value (F1): 860400. Result ID: 6a22710cfbc373592c1fba73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dimension":"50"}. This record does not assert independent reproduction. ### ETI-ODE Objective Value (F1): 1264000. Result ID: 6a22710cfbc373592c1fba75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dimension":"50"}. This record does not assert independent reproduction. ### EPSDE Objective Value (F1): 2129000. Result ID: 6a22710cfbc373592c1fba76. [Reporting paper]() Recorded evaluation configuration: {"Dimension":"50"}. This record does not assert independent reproduction. ### ODE Objective Value (F1): 2160000. Result ID: 6a22710cfbc373592c1fba74. [Reporting paper]() Recorded evaluation configuration: {"Dimension":"50"}. 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