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View all- Nieto-Fuentes RSegura C(2022)GP-DMD: a genetic programming variant with dynamic management of diversityGenetic Programming and Evolvable Machines10.1007/s10710-021-09426-423:2(279-304)Online publication date: 21-Jan-2022
Defining a distance measure over the individuals in the population of an Evolutionary Algorithm can be exploited for several applications, ranging from diversity preservation to balancing exploration and exploitation. When individuals are encoded as ...
We report what we believe to be the first comparative study of multi-objective genetic programming (GP) algorithms on benchmark symbolic regression and machine learning problems. We compare the Strength Pareto Evolutionary Algorithm (SPEA2), the Non-...
Display Omitted A new genetic programming algorithm called statistical genetic programming (SGP) is proposed.Well-structured and semi-well-structured trees are defined.SGP uses statistical information to generate some well-structured subtrees and uses ...
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