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This type of behavior is called the Lévy-flights-style intermittent scale-free search pattern and has been applied to optimization and produces optimal preliminary search results (Yang 2009).
GAs are one of the most famous p-metaheuristic algorithms which have been developed by J. Holland in the 1970s (University of Michigan, USA) to understand the adaptive processes of natural systems; Then, they have been applied to optimization and machine learning in the 1980s.
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In this paper, inverse neural network (ANNi) is applied to optimization of operating conditions or parameters in energy processes.
The Gram Schmidt algorithm, the Cross-Validation method and immune selection principles are applied to optimization of the network.
The basis vector method is applied to optimization process, and the basis vectors are created with the sensitivity functions of eigen values.
Based on the classical method of changing one independent variable while fixing all others [ 19, 20], this method can be applied to optimization of medium components as well as to optimization of process conditions.
RSM as a generic method for optimization was applied to optimize the formulation of EGCG nanoliposomes.
Then the optimization method is applied to optimize and design the WPT system as a whole.
Consequently, alternative optimization algorithms have been applied to the optimization problem defined by the DIALIGN approach, e.g. Integer Linear Programming [ 14].
Due to their simplicity, ease of use, and suitability for multi-objective design optimization problems, EAs have been applied to design optimization problems from various areas.
GA has been applied to spectrum optimization in cognitive radio networks.
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