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Linkage Learning Genetic Algorithm
In order to handle linkage evolution and to tackle the ordering problem, Harik [47] took Holland’s call [53] for the evolution of tight linkage quite...
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Preliminaries: Assumptions and the Test Problem
After introducing the background and motivation of the linkage learning genetic algorithm, we will start to improve and understand the linkage...
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Introduction
Genetic algorithms (GAs) are powerful search techniques based on principles of evolution. They are now widely applied to solve problems in many...
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Genetic Algorithms and Genetic Linkage
This chapter provides a summary of fundamental materials on genetic algorithms. It presents definitions of genetic algorithm terms and briefly...
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Genetic Linkage Learning Techniques
The importance of learning genetic linkage has been discussed in the previous chapter and recognized in the field of genetic and evolutionary...
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Conclusions
This chapter concludes this monograph. It starts with the summary of the progress, results, and status of the research project, followed by tasks of...
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A First Improvement: Using Promoters
Harik [47] took Holland’s call [53] for evolution of tight genetic linkage and proposed the linkage learning genetic algorithm (LLGA), which used a...
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Convergence Time for the Linkage Learning Genetic Algorithm
As indicated in the previous chapter, inspired by the coding mechanism existing in genetics, introducing the use of promoters in the linkage learning...
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Introducing Subchromosome Representations
While the linkage learning genetic algorithm achieved successful genetic linkage learning on problems with badly scaled building blocks, it was less...
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Effects of Sex Steroids on Innate and Adaptive Immunity
Estrogens and androgens are classically recognized as reproductive sex steroid hormones because of their well-documented effects on reproductive...
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Unveiling the translational dynamics of lychee (Litchi chinesis Sonn.) in response to cold stress
Cold stress poses a significant threat to the quality and productivity of lychee ( Litchi chinensis Sonn . ). While previous research has extensively...
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Exosome theranostics: Comparative analysis of P body and exosome proteins and their mutations for clinical applications
Exosomes are lipid-bilayered vesicles, originating from early endosomes that capture cellular proteins and genetic materials to form multi-vesicular...
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Fine-scale characterization of the soybean rhizosphere microbiome via synthetic long reads and avidity sequencing
BackgroundThe rhizosphere microbiome displays structural and functional dynamism driven by plant, microbial, and environmental factors. While such...
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Phylogenetic analysis of virulent strains of the Newcastle disease virus isolated from deceased chickens in Tanzania's Morogoro and Iringa regions
BackgroundNewcastle disease (ND) is a viral disease affecting a wide range of bird species and has a considerable financial impact on the world's...
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CRISPR-Cas9-mediated deletion enhancer of MECOM play a tumor suppressor role in ovarian cancer
MDS1 and EVI1 complex locus (MECOM), a transcription factor encoding several variants, has been implicated in progression of ovarian cancer. The...
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The potential application of Czenspinskia transversostriata in biological control
Phytoseiid predatory mites are one of the most important groups of biocontrol agents, commonly used in biological control. The ability to produce...
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TGF-β1-Induced LINC01094 promotes epithelial-mesenchymal transition in hepatocellular carcinoma through the miR-122-5p/TGFBR2–SAMD2–SMAD3 Axis
Hepatocellular carcinoma (HCC) is a common malignancy with a poor prognosis. It has been proven that long non-coding RNAs (lncRNAs) play an essential...
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The expression profile of brain-derived exosomal miRNAs reveals the key molecules responsible for spontaneous motor function recovery in a rat model with permanent middle cerebral artery occlusion
The analysis of alterations in the expression and functionality of brain-derived exosomal miRNAs within ischemic stroke lesions provides significant...
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Lysine 2-hydroxyisobutyrylation levels determined adipogenesis and fat accumulation in adipose tissue in pigs
BackgroundExcessive backfat deposition lowering carcass grade is a major concern in the pig industry, especially in most breeds of obese type pigs....
