The literature has shown how to optimize and analyze the parameters of different types of neural networks using mixed integer linear programs (MILP). Building on these developments, this work presents an approach to do so for a McCulloch/Pitts and Rosenblatt neurons. As the original formulation ...
Mixed-Integer Linear Programming (MILP) has been explicitly applied in constructing automatic search algorithm in differential and linear cryptanalysis. The problem of MILP is a class of optimization problems derived from Linear Programming which aims to optimize an objective function under certain con- ...
The four main aspects that are used in the comparison of the different approaches of RF design optimization and automation are: performance evaluators, inductance modelling, included layout parasitic components and the used optimizers.Table 4shows a summary of the recent approaches in the sizing and ...