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Decoderz #21|04 Nov 2020| Equilibrium Optimizer Algorithm (EO) – AI Tutorial



In this video, we will be discussing about Equilibrium Optimization Algorithm.Equilibrium is a state in which opposing forces are balanced. Optimization and equilibrium models are used routinely in environmental engineering and science. This allows solving different kinds of equilibrium problems, such as multi-objective optimization problems etc, the equilibrium optimizer of each particle solution with its concentration position acts as a search agent.The search agents randomly update their concentration with respect to best-so-far solutions, namely equilibrium candidates, to finally reach to the equilibrium state of optimal result. Research includes stability and approximation properties, as well as the design and evaluation of computationally efficient algorithms. Hence we develops a novel algorithm named Equilibrium Optimizer (EO), inspired by physics-based dynamic source and sink models used to estimate equilibrium states and EO presented a generic mass balance equation for a control volume.
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