The Colony Predation Algorithm

Journal of Bionic Engineering, Journal Year: 2021, Volume and Issue: 18(3), P. 674 - 710

Published: May 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.

Language: Английский

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

Journal of Nanobiotechnology, Journal Year: 2021, Volume and Issue: 19(1)

Published: May 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

Language: Английский

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

Neurocomputing, Journal Year: 2020, Volume and Issue: 430, P. 185 - 212

Published: Oct. 21, 2020

Language: Английский

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A comprehensive survey on recent metaheuristics for feature selection

Neurocomputing, Journal Year: 2022, Volume and Issue: 494, P. 269 - 296

Published: April 22, 2022

Language: Английский

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

Knowledge-Based Systems, Journal Year: 2020, Volume and Issue: 214, P. 106728 - 106728

Published: Dec. 31, 2020

Language: Английский

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Magnetic Nanoparticles in Targeted Drug Delivery: a Review

Journal of Superconductivity and Novel Magnetism, Journal Year: 2021, Volume and Issue: 34(7), P. 1709 - 1735

Published: June 17, 2021

Language: 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, Journal Year: 2021, Volume and Issue: 237, P. 107761 - 107761

Published: Nov. 27, 2021

Language: Английский

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

Knowledge-Based Systems, Journal Year: 2020, Volume and Issue: 212, P. 106553 - 106553

Published: Oct. 31, 2020

Language: Английский

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

Knowledge-Based Systems, Journal Year: 2020, Volume and Issue: 215, P. 106425 - 106425

Published: Oct. 13, 2020

Language: Английский

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

Neural Computing and Applications, Journal Year: 2021, Volume and Issue: 33(15), P. 8939 - 8980

Published: Feb. 3, 2021

Language: Английский

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