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In VNE-ABC algorithm, we first initialize k food resources (initial solutions) and bee colony.
A stepwise optimization strategy is proposed, including a specialized initialization scheme to robustly compute good initial solutions with a minimum of user interaction.
At the initialization stage, multiple strategies are utilized in a combination way to generate the initial solutions.
Extract all P size initial solutions.
A heuristic algorithm LPDT is built to generate initial solutions.
The generation process of initial solutions is described as follows.
A new sweep-based route construction method is developed to generate better initial solutions.
First, we design a fast constructive algorithm that provides good initial solutions.
For constructing initial solutions two procedures are designed, which are based on metaheuristic GRASP.
Social Engineering Optimizer SEOO) starts with two initial solutions divided into attacker and defender.
The Cu II) and Ni II) removal were decreased by the initial solutions concentration enhancement.
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