R-squared comparison of test function. حسب Kejia Liu (5699651)

"…An extensive evaluation of DGEP occurred through symbolic regression problem tests. The study employed traditional benchmark functions and conducted evaluations versus baselines Standard GEP, NMO-SARA, and MS-GEP-A to assess fitness outcomes, R² values, population diversification, and the avoidance of local optima. …"

Detail of benchmark functions comparison. حسب Jalal- ud-Din (21474307)

الموضوعات:

Reward function related parameters. حسب Honglei Pang (22693724)

الموضوعات:

The ranking of algorithms with MPTM mutation by TOPSIS. حسب Jalal- ud-Din (21474307)

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The ranking of algorithms with NUM mutation by TOPSIS. حسب Jalal- ud-Din (21474307)

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The ranking of algorithms with PM mutation by TOPSIS. حسب Jalal- ud-Din (21474307)

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Mean values of different benchmark functions. حسب Jalal- ud-Din (21474307)

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Test equipment. حسب Li Jiaqing (21212614)

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Details of the metaheuristic algorithms. حسب Yanzhao Gu (21192659)

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Parameter settings and performance evaluation criteria for WFG and UF test functions. حسب Zhongfeng Li (3965060)

الموضوعات:

Comparison of the optimal objective function values obtained by three different algorithms under different scale test data sets. حسب Meilin Zhu (688698)

"…<p>Comparison of the optimal objective function values obtained by three different algorithms under different scale test data sets.…"

Standard benchmark functions. حسب Yanzhao Gu (21192659)

الموضوعات:

23 benchmark functions. حسب Yu Liu (6938)

"…CEC2021 and 23 benchmark functions are used to test the effectiveness and feasibility of the CTCMKT. …"

Visual line representation of algorithms with NUM mutation. حسب Jalal- ud-Din (21474307)

الموضوعات:

Visual line representation of algorithm with PM mutation. حسب Jalal- ud-Din (21474307)

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Visual representation of ranks of algorithms with PM mutation. حسب Jalal- ud-Din (21474307)

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Visual performance of each algorithm with PM mutation. حسب Jalal- ud-Din (21474307)

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Visual performance of each algorithm with MPTM mutation. حسب Jalal- ud-Din (21474307)

الموضوعات:

Visual line representation of algorithm with MPTM mutation. حسب Jalal- ud-Din (21474307)

الموضوعات:

Visual performance of each algorithm with NUM mutation. حسب Jalal- ud-Din (21474307)

الموضوعات: