# Single objective real parameter numerical optimization on CEC 30 Dimensions 2014 (F1-F30)

Source: [Single objective real parameter numerical optimization on CEC 30 Dimensions 2014 (F1-F30)](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30>)

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

Data updated: 2026-05-06T08:11:12.376Z

Evaluation of numerical optimization algorithms using the CEC 2014 benchmark suite configured for 30 dimensions, reporting the objective function value achieved for each of the 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 30 Dimensions 2014 |
| Metric | F1 Objective Value |
| 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

- [F1 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F1%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F2 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F2%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F3 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F3%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F4 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F4%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F5 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F5%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F6 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F6%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F7 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F7%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F8 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F8%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F9 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F9%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F10 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F10%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F11 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F11%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F12 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F12%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F13 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F13%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F14 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F14%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F15 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F15%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F16 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F16%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F17 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F17%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F18 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F18%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F19 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F19%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F20 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F20%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F21 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F21%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F22 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F22%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F23 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F23%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F24 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F24%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F25 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F25%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F26 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F26%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F27 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F27%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F28 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F28%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F29 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F29%20Objective%20Value>): Lower is better; unit: SCALAR.

- [F30 Objective Value](<https://www.sota2.com/research/sota/single-objective-real-parameter-numerical-optimization-on-cec-30-dimensions-2014-f1-f30.md?metric=F30%20Objective%20Value>): Lower is better; unit: SCALAR.

## Recorded results

| Method | F1 Objective Value | Result date | Report paper |
| --- | --- | --- | --- |
| SOO | 319606 | Not recorded | 69facb3dc0f56ed84308a57e |

### SOO

F1 Objective Value: 319606. Result ID: 69faf79e47f34ce924ddc5fb.

[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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