Evolution

ary Algorithm An Evolutionary Algorithm (EA) is a type of Artificial Intelligence (AI) which utilizes principles of natural selection and evolution of populations to optimize a solution. It is used to find the best fit of a problem by simulating the process of natural selection which adapts the best traits from existing solutions over a series of generations. It is effective for various optimization problems, such as job scheduling, neural networks, and game strategies. EAs require fewer parameters than traditional AI algorithms, are computationally efficient, and can be successful in problem spaces that traditional AI algorithms cannot. This makes them a powerful AI tool for a range of applications.


From: Journal of Evolutionary Science

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Related Article For "Evolution"

About (21) results

Article:

Evolutionary Conservation of Hox Genes in Vertebrate Brain Development

Journal:

Evolutionary Science

DOI:

10.14302/issn.2689-4602.jes-21-3868

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Article:

Evolution in Scientific Production in the Area of Vegetarian Nutrition, 1907-2013.

Journal:

International Journal of Nutrition

DOI:

10.14302/issn.2379-7835.ijn-15-675

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Article:

Investigations of Molecular Evolutionary Mechanisms in Partially Sequenced Heat Shock Protein70 Homologue-Coding Gene of Olive Leaf Yellowing-Associated Virus Isolates from Tunisia

Journal:

DNA And RNA Research

DOI:

10.14302/issn.2575-7881.jdrr-15-849

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Article:

The Evolution of Fetal Surgery

Journal:

Fetal Surgery

DOI:

10.14302/issn.2997-2086.jfs-17-1663

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Article:

Humans Chromosome 1 Fractal Periods Signature is Highly Correlated with Intelligence and Brain Evolution

Journal:

Glycomics And Metabolism

DOI:

10.14302/issn.2572-5424.jgm-17-1609

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Article:

General Evolution of the Universe Driven by Attraction and Four Levels of Biological Evolution as its Essential Part

Journal:

Evolutionary Science

DOI:

10.14302/issn.2689-4602.jes-18-1967

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Article:

Why Integrate Evolutionary and Functional Aspects in Bird Studies in Converted Habitats?

Journal:

International Ornithology

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Article:

Is Natural Selection still have to be Regarded A Foundation Stone of Evolutionary Process?

Journal:

Evolutionary Science

DOI:

10.14302/issn.2689-4602.jes-18-2128

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Article:

Evolution of the Concept of Evolution

Journal:

Evolutionary Science

DOI:

10.14302/issn.2689-4602.jes-18-2229

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Article:

Evolution of Anthropometry in Malnutrition

Journal:

International Journal of Nutrition

DOI:

10.14302/issn.2379-7835.ijn-19-3111

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Article:

Allele Based Inference on Evolution and Extinction; A Genetic Drift Approach

Journal:

Cancer Genetics And Biomarkers

DOI:

10.14302/issn.2572-3030.jcgb-19-2597

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Article:

Conservation, Creation, and Evolution: Revising the Darwinian Project

Journal:

Evolutionary Science

DOI:

10.14302/issn.2689-4602.jes-19-2990

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Article:

Pyruvate Research and Clinical Application Outlooks A Revolutionary Medical Advance

Journal:

International Journal of Nutrition

DOI:

10.14302/issn.2379-7835.ijn-20-3159

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Article:

Structuredness as a Measure of the Complexity of the Structure and the Role of Post-Dissipative Structures and Ratchet Processes in Evolution

Journal:

Evolutionary Science

DOI:

10.14302/issn.2689-4602.jes-19-3155

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Article:

Differential Pulse Voltammetry: Evolution of an In Vivo Methodology and New Chemical Entries, A Short Review

Journal:

New Developments in Chemistry

DOI:

10.14302/issn.2377-2549.jndc-20-3298

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Article:

Molecular Evolutionary Characteristics of the 2019 Novel Coronavirus (SARS-CoV-2) Contracted by Tunisian Citizens : Comparison and Relationship to Other Human and Animal Coronaviruses Based on Spike Glycoprotein-Coding Gene Sequences Analysis

Journal:

International Journal of Coronaviruses

DOI:

10.14302/issn.2692-1537.ijcv-21-3756

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Article:

Molecular Evolution of the Novel Coronavirus SARS-CoV-2

Journal:

Evolutionary Science

DOI:

10.14302/issn.2689-4602.jes-21-3837

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Article:

The Evolution of the Enzyme Immunoassay/Enzyme-Linked Immunosorbent Assay

Journal:

Proteomics and Genomics Research

DOI:

10.14302/issn.2326-0793.jpgr-21-3917

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Article:

Evolution of the Solid Human Tumor Cells Properties in Various Experimental Systems in Vitro

Journal:

Hematology and Oncology Research

DOI:

10.14302/issn.2372-6601.jhor-22-4061

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Article:

Evolution of Janus Kinase 2 V617F-negative idiopathic myelofibrosis into Philadelphia+ chronic myeloid leukemia

Journal:

Clinical Case Reports and Images

DOI:

10.14302/issn.2641-5518.jcci-23-4506

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Article:

RBM45: Molecular, Cellular, and Evolutionary Biology

Journal:

DNA And RNA Research

DOI:

10.14302/issn.2575-7881.jdrr-24-5255

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