Profit_Optimization​_MEC

バージョン 1.2 (168 KB) 作成者: Sumit Singh
Mobile Edge Computing scenario for deciding optimum computation offloading strategy and allocation of radio and computational resources.
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更新 2021/7/14

Profit_Optimization_MEC

In this project we try to use genetic algorithm to solve decoupled optimization problem of deciding offloading strategy and allocation of radio and computational resources.

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New updates: Updated the code files for simulating the paper https://ieeexplore.ieee.org/document/10273406. Code for "Profit Optimization in MEC using genetic algorithm" can be accessed from the last release of the repository.

Use Main_Script_final.m file to get the figure for the comparison of algorithms which is the key result of the paper. Use Main_script_experiment_parameter.m file to generate the figures corresponding to the impact of changes in resource availability on profitability. See the code around "%%Calculating the profits" section and "%% for resource dependency trend" section. Assign the values from vectors ln_vector, B_vector, F_vector to respective variables in different rounds of simulation and also make necessary changes in form of uncommenting/commenting and changing the legend in "%% for resource dependency trend" section of the code.

Similarly, use Main_script_experiment_parameter.m file to get the impact of parameters of evolutionary algorithms on the profitability. See the code around "%%Calculating the profits" section and "%% plotting the results" section.

引用

Sumit Singh (2024). Profit_Optimization_MEC (https://github.com/sumit521/Profit_Optimization_MEC/releases/tag/v1.2), GitHub. 取得済み .

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バージョン 公開済み リリース ノート
1.2

See release notes for this release on GitHub: https://github.com/sumit521/Profit_Optimization_MEC/releases/tag/v1.2

1.1

See release notes for this release on GitHub: https://github.com/sumit521/Profit_Optimization_MEC/releases/tag/v1.1

0.0

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この GitHub アドオンでの問題を表示または報告するには、GitHub リポジトリにアクセスしてください。