Enhancing random forest model prediction of gas holdup in internal draft airlift loop contactors with genetic algorithms tuning and interpretability. [PDF]
Prabhu H +8 more
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Design of Shape Forming Elements for Architected Composites via Bayesian Optimization and Genetic Algorithms: A Concept Evaluation. [PDF]
Kazmer DO +3 more
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Dual-stage optimizer for systematic overestimation adjustment applied to multi-objective genetic algorithms for biomarker selection. [PDF]
Cattelani L, Fortino V.
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Modeling the Electrical Activity of the Heart via Transfer Functions and Genetic Algorithms. [PDF]
Rodríguez-Abreo O +4 more
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A novel framework based on explainable AI and genetic algorithms for designing neurological medicines. [PDF]
Singh V, Singh SK, Sharma R.
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The Proportional Genetic Algorithm: Gene Expression in a Genetic Algorithm
Genetic Programming and Evolvable Machines, 2002Summary: We introduce a genetic algorithm (GA) with a new representation method which we call the proportional GA (PGA). The PGA is a multi-character GA that relies on the existence or non-existence of genes to determine the information that is expressed.
Annie S. Wu, Ivan I. Garibay
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Isomorphisms of genetic algorithms
Artificial Intelligence, 1991zbMATH Open Web Interface contents unavailable due to conflicting licenses.
David L. Battle, Michael D. Vose
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Putting More Genetics into Genetic Algorithms
Evolutionary Computation, 1998The majority of current genetic algorithms (GAs), while inspired by natural evolutionary systems, are seldom viewed as biologically plausible models. This is not a criticism of GAs, but rather a reflection of choices made regarding the level of abstraction at which biological mechanisms are modeled, and a reflection of the more engineering-oriented ...
Donald S. Burke +4 more
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A Genetic Engineering Approach to Genetic Algorithms
Evolutionary Computation, 2001We present an extension to the standard genetic algorithm (GA), which is based on concepts of genetic engineering. The motivation is to discover useful and harmful genetic materials and then execute an evolutionary process in such a way that the population becomes increasingly composed of useful genetic material and increasingly free of the harmful ...
John S. Gero, Vladimir A. Kazakov
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Genetic algorithms for genetic mapping
1998Constructing genetic maps is a prerequisite for most in-depth genetic studies of an organism. The problem of constructing reliable genetic maps for any organism can be considered as a complex optimization problem with both discrete and continuous parameters. This paper shows how genetic algorithms can been used to tackle this problem on simple pedigree.
Gaspin, Christine, Schiex, Thomas
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