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Then, in the second step, a local search technique is used by a set of cluster agents to improve the quality of the final population.
end{aligned} (8) Open image in new window Fig. 8 Distribution of the cluster agents in the different clusters of the search space.
According to the number of clusters N obtained after the integration of the clustering operator, the SA creates N cluster agents (CAs) preparing the passage to the next step of the global algorithm.
Then, a local search technique is applied by a set of cluster agents (CAs) to guide the research in promising regions of the search space and to improve the quality of the final population.
Second, a local search technique is used by a set of cluster agents to guide the research in promising regions of the search space and to improve the quality of the NGA final population.
Indeed, our combined metaheuristic approach follows the paradigm of "Master and Workersrs" which are two recursive hierarchical levels adaptable for a holonic multiagent model, where the scheduler agent is the Master/Super-agent of its society and the cluster agents are its Workers/Sub-agents.
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Self-Organizing Map (SOM) clustering technique which finds homogeneous sub-series clusters was also linked to MI for proper cluster agent choice to be imposed into the models for predicting the nitrate loads of the watershed's sub-basins.
From a distance, the cluster of many agents will be presented by a single agent (cluster agent) with an area surrounding him/her.
Note that in order to simulate a large number of agents, we have introduced the idea of the cluster agent.
Each cluster agent ({rm{CA}}_{i}) is responsible to apply successively to each cluster ({rm {CL}}_{i}) a local search technique which is the tabu search algorithm to guide the research in promising regions of the search space and to improve the quality of the final population of the genetic algorithm.
In this case, the higher their proliferation rate the more rapidly will these cancer cells be eradicated by extra-centrosomes de-clustering agents.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com