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Metaheuristic Optimization For The Design Of Automatic Control Laws
Guillaume Sandou (Autor)
·
Wiley - Iste
· Libro Físico
Metaheuristic Optimization For The Design Of Automatic Control Laws - Guillaume Sandou
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Origen: Reino Unido
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Reseña del libro "Metaheuristic Optimization For The Design Of Automatic Control Laws"
The Use Of Metaheuristic Algorithms, Such As Genetic Algorithms Or Particle Swarm Optimization, For The Design Of Control Laws Is The Subject Of This Title. The Classical Approach In Automatic Control Relies On The Use Of Simplified Models Of The Systems And Reformulations Of The Specifications. In This Framework, The Control Law Can Be Computed Using Deterministic Algorithms. However, This Approach Fails When The System Is Too Complex To Sufficiently Simplify Its Model, When The Designer Has A Large Number Of Constraints To Take Into Account, Or When The Goal Is Not Only To Design A Control, But Also To Optimize It. This Book Presents A New Trend In Automatic Control With The Use Of Metaheuristic Algorithms. This Kind Of Algorithm Can Optimize Any Criterion And Constraint And Thus Does Not Need Such Simplifications And Reformulations
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