COMMA 发表于 2025-3-23 11:47:18
Die Rolle der politischen Kultur,examine the performance of one type of overfittingavoidance design frequently used in financial applications of GP. Based on the simulation results run with the software Simple GP, we find that this design is not effective in avoiding overfitting. Furthermore, within the range of search intensity ty减弱不好 发表于 2025-3-23 16:54:34
Das politische System Großbritanniensssible shapes can be created, yet it has to be evolvable. That is, parent and offspring must be related. Small changes to the genotype should lead to small changes of the fitness of an individual. We have explored the use of scene graphs to evolve three-dimensional shapes. Two different scene graph要塞 发表于 2025-3-23 20:31:33
https://doi.org/10.1007/978-3-658-05291-1different subset of the overall data, then they are combined to classify new tuples by applying a simple majority voting algorithm, like bagging. Preliminary results on a large data set show that the ensemble of classifiers trained on a sample of the data obtains higher accuracy than a single classigain631 发表于 2025-3-24 01:05:53
https://doi.org/10.1007/978-3-531-90248-7odifications of a symbolic regression system can result in greatly improved predictive performance and reliability of the induced expressions. To achieve this, interval arithmetic and linear scaling are used. An experimental section demonstrates the improvements on 15 symbolic regression problems.联想 发表于 2025-3-24 04:41:00
https://doi.org/10.1007/978-3-531-90252-4wer architecture continually updates the agent’s knowledge of the world and evokes actions according to teleo-reactive control structures. This paper uses block stacking problems to demonstrate how genetic programming may be used to evolve hierarchical and recursive teleo-reactive programs.突变 发表于 2025-3-24 09:46:01
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https://doi.org/10.1007/978-3-531-94028-1ports in the literature of evolving general finite state machines, there has been much less work on evolving FSTs. In particular, the fitness functions required for evolving FSTs are generally different to those used for FSMs. This paper considers three string-distance based fitness functions. We co新义 发表于 2025-3-25 01:16:19
Astrid Lorenz,Daniela-Maria Marișge of a reduced population size is the reduced number of fitness evaluations necessary. In domains where calculation of fitness values is expensive, this results in a huge speedup of the search. Additionally, in the experiments performed, smaller populations also resulted in a faster convergence spe