Sensitivity values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

Specificity values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

Fitness values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

Number of features selected for IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

Classification accuracy values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

F-score values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

The convergence curve of each optimization algorithm under the test function. حسب Hao Yang (328526)

Proposed Algorithm. حسب Hend Bayoumi (22693738)

"…Hence, an Energy-Harvesting Reinforcement Learning-based Offloading Decision Algorithm (EHRL) is proposed. EHRL integrates Reinforcement Learning (RL) with Deep Neural Networks (DNNs) to dynamically optimize binary offloading decisions, which in turn obviates the requirement for manually labeled training data and thus avoids the need for solving complex optimization problems repeatedly. …"

The Pseudo-Code of the IRBMO Algorithm. حسب Chenyi Zhu (9383370)

"…In order to comprehensively verify the performance of IRBMO, this paper designs a series of experiments to compare it with nine mainstream binary optimization algorithms. …"

Comparisons between ADAM and NADAM optimizers. حسب Hend Bayoumi (22693738)

"…Hence, an Energy-Harvesting Reinforcement Learning-based Offloading Decision Algorithm (EHRL) is proposed. EHRL integrates Reinforcement Learning (RL) with Deep Neural Networks (DNNs) to dynamically optimize binary offloading decisions, which in turn obviates the requirement for manually labeled training data and thus avoids the need for solving complex optimization problems repeatedly. …"

IRBMO vs. meta-heuristic algorithms boxplot. حسب Chenyi Zhu (9383370)

"…In order to comprehensively verify the performance of IRBMO, this paper designs a series of experiments to compare it with nine mainstream binary optimization algorithms. …"

IRBMO vs. feature selection algorithm boxplot. حسب Chenyi Zhu (9383370)

"…In order to comprehensively verify the performance of IRBMO, this paper designs a series of experiments to compare it with nine mainstream binary optimization algorithms. …"

Flow chart of the Improved Kepler Orbital Algorithm (IKOA). حسب Hao Yang (328526)

The robustness test results of the model. حسب Xini Fang (20861990)

SOH estimation and APE in percent. حسب Mouncef El Marghichi (17328361)

الموضوعات:

<i>x</i>_<i>j</i>(ΔSOC), and <i>y</i>_<i>j</i>(accumulated current) variables for HEV tests. حسب Mouncef El Marghichi (17328361)

الموضوعات:

<i>x</i>_<i>j</i>, and <i>y</i>_<i>j</i> variables for HEV tests. حسب Mouncef El Marghichi (17328361)

الموضوعات:

Fig 9 - حسب Mouncef El Marghichi (17328361)

الموضوعات:

Predictive performance indicators. حسب Mouncef El Marghichi (17328361)

الموضوعات:

Fig 8 - حسب Mouncef El Marghichi (17328361)

الموضوعات: