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A survey of genetic programming and its applications
Genetic Programming (GP) is an intelligence technique whereby computer programs are
encoded as a set of genes which are evolved utilizing a Genetic Algorithm (GA). In other …
encoded as a set of genes which are evolved utilizing a Genetic Algorithm (GA). In other …
A survey on nature-inspired medical image analysis: a step further in biomedical data integration
Natural phenomena and mechanisms have always intrigued humans, inspiring the design of
effective solutions for real-world problems. Indeed, fascinating processes occur in nature …
effective solutions for real-world problems. Indeed, fascinating processes occur in nature …
From ants to whales: metaheuristics for all tastes
Nature-inspired metaheuristics comprise a compelling family of optimization techniques.
These algorithms are designed with the idea of emulating some kind natural phenomena …
These algorithms are designed with the idea of emulating some kind natural phenomena …
Prediction of energy performance of residential buildings: A genetic programming approach
Energy consumption has long been emphasized as an important policy issue in today's
economies. In particular, the energy efficiency of residential buildings is considered a top …
economies. In particular, the energy efficiency of residential buildings is considered a top …
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving
Genetic Programming (GP) often uses large training sets and requires all individuals to be
evaluated on all training cases during selection. Random down-sampled lexicase selection …
evaluated on all training cases during selection. Random down-sampled lexicase selection …
A Probabilistic and Multi-Objective Analysis of Lexicase Selection and -Lexicase Selection
Lexicase selection is a parent selection method that considers training cases individually,
rather than in aggregate, when performing parent selection. Whereas previous work has …
rather than in aggregate, when performing parent selection. Whereas previous work has …
Predicting burned areas of forest fires: an artificial intelligence approach
Forest fires importantly influence our environment and lives. The ability of accurately
predicting the area that may be involved in a forest fire event may help in optimizing fire …
predicting the area that may be involved in a forest fire event may help in optimizing fire …
A semantic-based hoist mutation operator for evolutionary feature construction in regression
In recent years, genetic programming (GP) has achieved impressive results on evolutionary
feature construction tasks. To increase search effectiveness, researchers have developed …
feature construction tasks. To increase search effectiveness, researchers have developed …
Semantic schema based genetic programming for symbolic regression
Despite the empirical success of Genetic programming (GP) in various symbolic regression
applications, GP is not still known as a reliable problem-solving technique in this domain …
applications, GP is not still known as a reliable problem-solving technique in this domain …
[کتاب][B] Lectures on intelligent systems
L Vanneschi, S Silva - 2023 - Springer
Computer science is the science that deals with the treatment of information by means of
automatic procedures. It has multiple objectives, including the study of computation at a …
automatic procedures. It has multiple objectives, including the study of computation at a …