memetic algorithms การใช้

• Researchers have used memetic algorithms to tackle many classical generalized assignment problem.
• An example of memetic algorithm is the use of a local search algorithm instead of a basic mutation operator in evolutionary algorithms.
• For example, in the sense of computer simulation the term " memetic algorithm " is used to define a particular computational viewpoint.
• The "'Memetic Computing Society "'is a society focusing on research in the area of memetic algorithms and evolutionary computation.
• On the other hand, Memetic algorithms represent the synergy of evolutionary or any population-based approach with separate individual learning or local improvement procedures for problem search.
• In a more diverse context, memetic algorithms are now used under various names including Hybrid Evolutionary Algorithms, Baldwinian Evolutionary Algorithms, Lamarckian Evolutionary Algorithms, Cultural Algorithms, or Genetic Local Search.
• A separate distinction can be made between methods that evolve the structure of ANNs in parallel to its parameters ( those applying standard evolutionary algorithms ) and those that develop them separately ( through memetic algorithms ).
• In the context of complex optimization, many different instantiations of memetic algorithms have been reported across a wide range of application domains, in general, converging to high-quality solutions more efficiently than their conventional evolutionary counterparts.
• Topics of interest include : genetic algorithms, genetic programming, evolution strategies, evolutionary programming, memetic algorithms, hyper-heuristics, evolutionary robotics, real-world applications, evolutionary machine learning, evolvable hardware, artificial life, amongst others.