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A Comprehensive Survey on Arithmetic Optimization Algorithm. [PDF]

open access: yesArch Comput Methods Eng, 2023
Arithmetic Optimization Algorithm (AOA) is a recently developed population-based nature-inspired optimization algorithm (NIOA). AOA is designed under the inspiration of the distribution behavior of the main arithmetic operators in mathematics and hence, it also belongs to mathematics-inspired optimization algorithm (MIOA).
Dhal KG, Sasmal B, Das A, Ray S, Rai R.
europepmc   +4 more sources

Binary arithmetic optimization algorithm for feature selection. [PDF]

open access: yesSoft comput, 2023
Feature selection, widely used in data preprocessing, is a challenging problem as it involves hard combinatorial optimization. So far some meta-heuristic algorithms have shown effectiveness in solving hard combinatorial optimization problems. As the arithmetic optimization algorithm only performs well in dealing with continuous optimization problems ...
Xu M, Song Q, Xi M, Zhou Z.
europepmc   +4 more sources

AOAAO: The Hybrid Algorithm of Arithmetic Optimization Algorithm With Aquila Optimizer [PDF]

open access: yesIEEE Access, 2022
Many new algorithms have been proposed to solve the mathematical equations formulated to describe the real-world problems. But there still does not exist one algorithm that could solve the problems all. And most of the proposed algorithms have defects in
Yu-Jun Zhang   +3 more
doaj   +3 more sources

An Electric Fish-Based Arithmetic Optimization Algorithm for Feature Selection [PDF]

open access: yesEntropy, 2021
With the widespread use of intelligent information systems, a massive amount of data with lots of irrelevant, noisy, and redundant features are collected; moreover, many features should be handled.
Rehab Ali Ibrahim   +6 more
doaj   +5 more sources

A Multiple Mechanism Enhanced Arithmetic Optimization Algorithm for Numerical Problems [PDF]

open access: yesBiomimetics, 2023
The Arithmetic Optimization Algorithm (AOA) is a meta-heuristic algorithm inspired by mathematical operators, which may stagnate in the face of complex optimization issues. Therefore, the convergence and accuracy are reduced.
Sen Yang   +4 more
doaj   +4 more sources

Advanced arithmetic optimization algorithm for solving mechanical engineering design problems. [PDF]

open access: yesPLoS ONE, 2021
The distributive power of the arithmetic operators: multiplication, division, addition, and subtraction, gives the arithmetic optimization algorithm (AOA) its unique ability to find the global optimum for optimization problems used to test its ...
Jeffrey O Agushaka, Absalom E Ezugwu
doaj   +5 more sources

A Novel Arithmetic Optimization PDR Algorithm for Smartphones [PDF]

open access: yesSensors
In order to accurately and reasonably set the Pedestrian Dead Reckoning (PDR) system parameters, a novel arithmetic optimization PDR algorithm (AO-PDR) for smartphones is proposed.
Mingze Zhang, Aigong Xu
doaj   +3 more sources

Hybrid Slime Mold and Arithmetic Optimization Algorithm with Random Center Learning and Restart Mutation [PDF]

open access: yesBiomimetics, 2023
The slime mold algorithm (SMA) and the arithmetic optimization algorithm (AOA) are two novel meta-heuristic optimization algorithms. Among them, the slime mold algorithm has a strong global search ability.
Hongmin Chen   +4 more
doaj   +2 more sources

A Novel Hybrid Harris Hawk-Arithmetic Optimization Algorithm for Industrial Wireless Mesh Networks [PDF]

open access: yesSensors, 2023
A novel hybrid Harris Hawk-Arithmetic Optimization Algorithm (HHAOA) for optimizing the Industrial Wireless Mesh Networks (WMNs) and real-time pressure process control was proposed in this research article.
P. Arun Mozhi Devan   +4 more
doaj   +2 more sources

Quasi-reflection learning arithmetic optimization algorithm firefly search for feature selection [PDF]

open access: yesHeliyon, 2023
With the whirlwind evolution of technology, the quantity of stored data within datasets is rapidly expanding. As a result, extracting crucial and relevant information from said datasets is a gruelling task.
Nebojsa Bacanin   +6 more
doaj   +2 more sources

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