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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Towards augmented kernel extreme learning models for bankruptcy prediction: Algorithmic behavior and comprehensive analysis

Neurocomputing, Год журнала: 2020, Номер 430, С. 185 - 212

Опубликована: Окт. 21, 2020

Язык: Английский

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A comprehensive survey on recent metaheuristics for feature selection

Neurocomputing, Год журнала: 2022, Номер 494, С. 269 - 296

Опубликована: Апрель 22, 2022

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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Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis

Knowledge-Based Systems, Год журнала: 2020, Номер 214, С. 106728 - 106728

Опубликована: Дек. 31, 2020

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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A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study

Knowledge-Based Systems, Год журнала: 2020, Номер 212, С. 106553 - 106553

Опубликована: Окт. 31, 2020

Язык: Английский

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Harris hawks optimization: a comprehensive review of recent variants and applications

Neural Computing and Applications, Год журнала: 2021, Номер 33(15), С. 8939 - 8980

Опубликована: Фев. 3, 2021

Язык: Английский

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Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns

Knowledge-Based Systems, Год журнала: 2020, Номер 215, С. 106425 - 106425

Опубликована: Окт. 13, 2020

Язык: Английский

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