Results 1 to 10 of about 10,521 (255)
GRAPE: Grammatical Algorithms in Python for Evolution
Signals, 2022 GRAPE is an implementation of Grammatical Evolution (GE) in DEAP, an Evolutionary Computation framework in Python, which consists of the necessary classes and functions to evolve a population of grammar-based solutions, while reporting essential measures.
Allan de Lima +5 more
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Particle swarm grammatical evolution for energy demand estimation
Energy Science & Engineering, 2020 Grammatical Swarm is a search and optimization algorithm that belongs to the more general Grammatical Evolution family, which works with a set of solutions called individuals or particles.
David Martínez‐Rodríguez +4 more
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Adapting the Parameters of RBF Networks Using Grammatical Evolution
AI, 2023 Radial basis function networks are widely used in a multitude of applications in various scientific areas in both classification and data fitting problems.
Ioannis G. Tsoulos +2 more
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QFC: A Parallel Software Tool for Feature Construction, Based on Grammatical Evolution
Algorithms, 2022 This paper presents and analyzes a programming tool that implements a method for classification and function regression problems. This method builds new features from existing ones with the assistance of a hybrid algorithm that makes use of artificial ...
Ioannis G. Tsoulos
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Using Optimization Techniques in Grammatical Evolution
Future InternetThe Grammatical Evolution technique has been successfully applied to a wide range of problems in various scientific fields. However, in many cases, techniques that make use of Grammatical Evolution become trapped in local minima of the objective problem ...
Ioannis G. Tsoulos +2 more
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Grammatical Evolution-Based Feature Extraction for Hemiplegia Type Detection
Signals, 2022 Hemiplegia is a condition caused by brain injury and affects a significant percentage of the population. The effect of patients suffering from this condition is a varying degree of weakness, spasticity, and motor impairment to the left or right side of ...
Vasileios Christou +10 more
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Classification of CO Environmental Parameter for Air Pollution Monitoring with Grammatical Evolution
Algorithms, 2023 Air pollution is a pressing concern in urban areas, necessitating the critical monitoring of air quality to understand its implications for public health.
Evangelos D. Spyrou +2 more
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Probabilistic Grammatical Evolution [PDF]
, 2021 Grammatical Evolution (GE) is one of the most popular Genetic Programming (GP) variants, and it has been used with success in several problem domains. Since the original proposal, many enhancements have been proposed to GE in order to address some of its main issues and improve its performance.
Jessica Mégane +2 more
openaire +4 more sources
Evolving Multi-Output Digital Circuits Using Multi-Genome Grammatical Evolution
Algorithms, 2023 Grammatical Evolution is a Genetic Programming variant which evolves problems in any arbitrary language that is BNF compliant. Since its inception, Grammatical Evolution has been used to solve real-world problems in different domains such as bio ...
Michael Tetteh +5 more
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L-Atur Generative Design L-Systems Based Web Application: New Challenges and Novel Application Horizons [PDF]
International Journal of Web Research, 2023 L-Atur is a web application with the essence of human and machine collaboration that assists users who don't have coding or design skills to generate their customized products.
Rashin Rahnamoun, Romina Rahnamoun
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