# Single objective real parameter numerical optimization on CEC 10 Dimensions 2014 (F1-F30)

Source: [Single objective real parameter numerical optimization on CEC 10 Dimensions 2014 (F1-F30)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-06T08:11:12.351Z

Evaluation of numerical optimization algorithms using the CEC 2014 benchmark suite configured for 10 dimensions, reporting results across all 30 benchmark 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 | Single objective real parameter numerical optimization |
| Dataset (including any stated split) | CEC 10 Dimensions 2014 |
| Metric | Objective Value (F1) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 1 of 1 |
| 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)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F1)>): Lower is better; unit: SCALAR.

- [Objective Value (F2)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F2)>): Lower is better; unit: SCALAR.

- [Objective Value (F3)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F3)>): Lower is better; unit: SCALAR.

- [Objective Value (F4)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F4)>): Lower is better; unit: SCALAR.

- [Objective Value (F5)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F5)>): Lower is better; unit: SCALAR.

- [Objective Value (F6)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F6)>): Lower is better; unit: SCALAR.

- [Objective Value (F7)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F7)>): Lower is better; unit: SCALAR.

- [Objective Value (F8)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F8)>): Lower is better; unit: SCALAR.

- [Objective Value (F9)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F9)>): Lower is better; unit: SCALAR.

- [Objective Value (F10)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F10)>): Lower is better; unit: SCALAR.

- [Objective Value (F11)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F11)>): Lower is better; unit: SCALAR.

- [Objective Value (F12)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F12)>): Lower is better; unit: SCALAR.

- [Objective Value (F13)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F13)>): Lower is better; unit: SCALAR.

- [Objective Value (F14)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F14)>): Lower is better; unit: SCALAR.

- [Objective Value (F15)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F15)>): Lower is better; unit: SCALAR.

- [Objective Value (F16)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F16)>): Lower is better; unit: SCALAR.

- [Objective Value (F17)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F17)>): Lower is better; unit: SCALAR.

- [Objective Value (F18)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F18)>): Lower is better; unit: SCALAR.

- [Objective Value (F19)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F19)>): Lower is better; unit: SCALAR.

- [Objective Value (F20)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F20)>): Lower is better; unit: SCALAR.

- [Objective Value (F21)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F21)>): Lower is better; unit: SCALAR.

- [Objective Value (F22)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F22)>): Lower is better; unit: SCALAR.

- [Objective Value (F23)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F23)>): Lower is better; unit: SCALAR.

- [Objective Value (F24)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F24)>): Lower is better; unit: SCALAR.

- [Objective Value (F25)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F25)>): Lower is better; unit: SCALAR.

- [Objective Value (F26)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F26)>): Lower is better; unit: SCALAR.

- [Objective Value (F27)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F27)>): Lower is better; unit: SCALAR.

- [Objective Value (F28)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F28)>): Lower is better; unit: SCALAR.

- [Objective Value (F29)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F29)>): Lower is better; unit: SCALAR.

- [Objective Value (F30)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-10-dimensions-2014-f1-f30.md?metric=Objective%20Value%20(F30)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Objective Value (F1) | Result date | Report paper |
| --- | --- | --- | --- |
| SOO | 1139.36 | Not recorded | 69facb3dc0f56ed84308a57e |

### SOO

Objective Value (F1): 1139.36. Result ID: 69faf79e47f34ce924ddc5fa.

[Reporting paper](<https://www.sota2.com/research/paper/69facb3dc0f56ed84308a57e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69facb3dc0f56ed84308a57e.md>)

Recorded evaluation configuration: {"Objective function evaluations":"10^4 x Dimension","Competition Setup":"CEC'2014","Evaluation Metric":"Ratio f(x\*)/f\*"}. This record does not assert independent reproduction.

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