Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts

Expert Systems with Applications, Год журнала: 2021, Номер 177, С. 114864 - 114864

Опубликована: Март 11, 2021

Язык: Английский

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The Colony Predation Algorithm

Journal of Bionic Engineering, Год журнала: 2021, Номер 18(3), С. 674 - 710

Опубликована: Май 1, 2021

Abstract This paper proposes a new stochastic optimizer called the Colony Predation Algorithm (CPA) based on corporate predation of animals in nature. CPA utilizes mathematical mapping following strategies used by animal hunting groups, such as dispersing prey, encircling supporting most likely successful hunter, and seeking another target. Moreover, proposed introduces features unique model that uses success rate to adjust strategy simulate animals’ selective abandonment behavior. also presents way deal with cross-border situations, whereby optimal position value situation replaces improve algorithm’s exploitation ability. The was compared state-of-the-art metaheuristics comprehensive set benchmark functions for performance verification five classical engineering design problems evaluate efficacy optimizing problems. results show algorithm exhibits competitive, superior different search landscapes over other algorithms. source code will be publicly available after publication.

Язык: Английский

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Protein nanoparticles in drug delivery: animal protein, plant proteins and protein cages, albumin nanoparticles

Journal of Nanobiotechnology, Год журнала: 2021, Номер 19(1)

Опубликована: Май 29, 2021

Abstract In this article, we will describe the properties of albumin and its biological functions, types sources that can be used to produce nanoparticles, methods producing therapeutic applications importance nanoparticles in production pharmaceutical formulations. view increasing use Abraxane approval for treatment several cancer during final stages clinical trials other cancers, evaluate it compare effectiveness with conventional non formulations chemotherapy Paclitaxel is paid. examine role animal proteins Nano medicine various benefits these biomolecules preparation drug delivery carriers characteristics plant protein cages their potentials diagnosis treatment. Finally, advantages disadvantages are mentioned, as well

Язык: Английский

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Magnetic Nanoparticles in Targeted Drug Delivery: a Review

Journal of Superconductivity and Novel Magnetism, Год журнала: 2021, Номер 34(7), С. 1709 - 1735

Опубликована: Июнь 17, 2021

Язык: Английский

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Parameter adaptation-based ant colony optimization with dynamic hybrid mechanism

Engineering Applications of Artificial Intelligence, Год журнала: 2022, Номер 114, С. 105139 - 105139

Опубликована: Июль 6, 2022

Язык: Английский

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Directional mutation and crossover boosted ant colony optimization with application to COVID-19 X-ray image segmentation

Computers in Biology and Medicine, Год журнала: 2022, Номер 148, С. 105810 - 105810

Опубликована: Июль 13, 2022

Язык: Английский

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Dispersed foraging slime mould algorithm: Continuous and binary variants for global optimization and wrapper-based feature selection

Knowledge-Based Systems, Год журнала: 2021, Номер 237, С. 107761 - 107761

Опубликована: Ноя. 27, 2021

Язык: Английский

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Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization

Computers in Biology and Medicine, Год журнала: 2022, Номер 146, С. 105618 - 105618

Опубликована: Май 18, 2022

Язык: Английский

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SGOA: annealing-behaved grasshopper optimizer for global tasks

Engineering With Computers, Год журнала: 2021, Номер 38(S5), С. 3761 - 3788

Опубликована: Янв. 3, 2021

Язык: Английский

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Machine Learning (ML) in Medicine: Review, Applications, and Challenges

Mathematics, Год журнала: 2021, Номер 9(22), С. 2970 - 2970

Опубликована: Ноя. 21, 2021

Today, artificial intelligence (AI) and machine learning (ML) have dramatically advanced in various industries, especially medicine. AI describes computational programs that mimic simulate human intelligence, for example, a person’s behavior solving problems or his ability learning. Furthermore, ML is subset of intelligence. It extracts patterns from raw data automatically. The purpose this paper to help researchers gain proper understanding its applications healthcare. In paper, we first present classification learning-based schemes According our proposed taxonomy, healthcare are categorized based on pre-processing methods (data cleaning methods, reduction methods), (unsupervised learning, supervised semi-supervised reinforcement learning), evaluation (simulation-based practical implementation-based real environment) (diagnosis, treatment). classification, review some studies presented We believe helps familiarize themselves with the newest research medicine, recognize their challenges limitations area, identify future directions.

Язык: Английский

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