Optimal control strategy for a multi-zone air conditioning system using a genetic algorithm
In order to accelerate the evolution rate and prevent the premature of the genetic algorithm
, we integrate the Tabu search algorithm into the genetic algorithm
Keywords: Systems Engineering, Analysis of Alternatives (AoA), Milestone B, Unmanned Undersea Vehicle (UUV), Genetic Algorithms
, Systems Engineering Concept Tool and Method (SECTM)
However, sometimes an architect may just want to express that a certain pattern suggested by the genetic algorithm
in a certain context is not appropriate.
The investigation was held using different values for the parameters used in the genetic algorithm
to find those which can give better results.
In: Genetic Algorithms
and their Applications: Proceedings of the School International Conference on Genetic Algorithms
is used to evolve the population of initial solution into optimal solution.
A genetic algorithm
is then used in order to determine the best combination of information extracted by the selected criterion.
Even powerful supercomputers would take many years to sequentially crunch through every possible combination involved; but genetic algorithms
offer a more practical and human solution.
The results presented in this article are part of the solution VEGA research project titled Implementation of genetic algorithms
into optimization of technological processes.
1: Outline of a typical pseudo PASCAL form of the single genetic algorithm
This paper will focus in the next sections on applying more than the genetic algorithm
to optimize the chosen locations, with comparisons between those algorithms and Mobinil points.