Solving the 0/1 Knapsack Problem Using Metaheuristic and Neural Networks for the Virtual Machine Placement Process in Cloud Computing Environment

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Losses</td><td class="align_center">−1.83/−1.75</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Binary accuracy</td><td class="align_center">0.89/0.89</td></tr><tr><td class="align_left">Space violation</td><td class="align_center">0.05/0.06</td></tr><tr><td class="align_left">Overpricing</td><td class="align_center">0.12/0.14</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Model results (Train/Test) for unsupervised technique.</div>

Mathematical Problems in Engineering

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Table 4

Table 4: Solving the 0/1 Knapsack Problem Using Metaheuristic and Neural Networks for the Virtual Machine Placement Process in Cloud Computing Environment 

Table 4 | Solving the 0/1 Knapsack Problem Using Metaheuristic and Neural Networks for the Virtual Machine Placement Process in Cloud Computing Environment 