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   Articles with "jaya algorithm" as a keyword



Multi-objective optimization of abrasive waterjet machining process using Jaya algorithm and PROMETHEE Method

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recommendations! Published in 2019 at "Journal of Intelligent Manufacturing"

DOI: 10.1007/s10845-017-1373-8

Abstract: In this work, the process parameters optimization problems of abrasive waterjet machining process are solved using a recently proposed metaheuristic optimization algorithm named as Jaya algorithm and its posteriori version named as multi-objective Jaya (MO-Jaya)… read more here.

Keywords: optimization; process; jaya algorithm; algorithm ... See more keywords

Smart pathological brain detection by synthetic minority oversampling technique, extreme learning machine, and Jaya algorithm

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recommendations! Published in 2017 at "Multimedia Tools and Applications"

DOI: 10.1007/s11042-017-5023-0

Abstract: Pathological brain detection is an automated computer-aided diagnosis for brain images. This study provides a novel method to achieve this goal.We first used synthetic minority oversampling to balance the dataset. Then, our system was based… read more here.

Keywords: pathological brain; brain detection; synthetic minority; jaya algorithm ... See more keywords

Neural Network Ensemble and Jaya Algorithm Based Diagnosis of Brain Tumor Using MRI Images

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recommendations! Published in 2018 at "Journal of The Institution of Engineers (India): Series B"

DOI: 10.1007/s40031-018-0355-3

Abstract: Brain plays an important role in performing the routine tasks. But, the normal functioning of the brain is hindered because of the blockage and tumors etc. There exist various classifiers for the classification of MRI… read more here.

Keywords: network ensemble; mri images; jaya algorithm; neural network ... See more keywords

Thermal performance optimization of the underground power cable system by using a modified Jaya algorithm

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recommendations! Published in 2018 at "International Journal of Thermal Sciences"

DOI: 10.1016/j.ijthermalsci.2017.09.015

Abstract: Abstract This paper presents a modified Jaya algorithm for optimizing the material costs and electric-thermal performance of an Underground Power Cable System (UPCS). A High Voltage (HV) underground cable line with three 400 kV AC cables… read more here.

Keywords: thermal performance; cable; modified jaya; jaya algorithm ... See more keywords

Efficiency of Jaya algorithm for solving the optimization-based structural damage identification problem based on a hybrid objective function

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recommendations! Published in 2017 at "Engineering Optimization"

DOI: 10.1080/0305215x.2017.1367392

Abstract: ABSTRACT A Jaya algorithm was recently proposed for solving effectively both constrained and unconstrained optimization problems. In this article, the Jaya algorithm is further extended for solving the optimization-based damage identification problem. In the current… read more here.

Keywords: optimization; damage; jaya algorithm; efficiency ... See more keywords

Optimal Planning of Power Distribution Network by a Novel Modified Jaya Algorithm in Multiobjective Perspective

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recommendations! Published in 2022 at "IEEE Systems Journal"

DOI: 10.1109/jsyst.2021.3132300

Abstract: This article presents a novel improved Elitism oppositional Jaya algorithm for the optimal power distribution network reconfiguration and optimal sizing, siting of multiple distributed generations (DGs) with P, PQV buses. Here, PQV bus is a… read more here.

Keywords: distribution network; jaya algorithm; jaya; power distribution ... See more keywords

Memetic Multiobjective Discrete Jaya Algorithm for Cooperative Scheduling of Multiple Agile Earth Observation Satellites

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recommendations! Published in 2024 at "IEEE Transactions on Aerospace and Electronic Systems"

DOI: 10.1109/taes.2024.3429302

Abstract: Agile earth observation satellites (AEOSs) are widely used in the practical cooperative scheduling of observation tasks. This article addresses a multiobjective AEOS scheduling problem (MO-AEOSSP), which subjects to the energy and memory constraints across multiple… read more here.

Keywords: jaya algorithm; observation satellites; agile earth; earth observation ... See more keywords

Solving Biobjective Distributed Flow-Shop Scheduling Problems With Lot-Streaming Using an Improved Jaya Algorithm

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recommendations! Published in 2022 at "IEEE Transactions on Cybernetics"

DOI: 10.1109/tcyb.2022.3164165

Abstract: A distributed flow-shop scheduling problem with lot-streaming that considers completion time and total energy consumption is addressed. It requires to optimally assign jobs to multiple distributed factories and, at the same time, sequence them. A… read more here.

Keywords: flow shop; shop scheduling; distributed flow; jaya algorithm ... See more keywords

Random Vector Functional Link Network Optimized by Jaya Algorithm for Transient Stability Assessment of Power Systems

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recommendations! Published in 2020 at "Mathematical Problems in Engineering"

DOI: 10.1155/2020/8895022

Abstract: A novel transient stability assessment (TSA) approach using random vector functional link (RVFL) network optimized by Jaya algorithm, called Jaya-RVFL, is proposed for power systems in this paper. First, by extracting system-level features from phasor… read more here.

Keywords: transient stability; network; power; jaya ... See more keywords

Multi-layer perceptron hyperparameter optimization using Jaya algorithm for disease classification

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recommendations! Published in 2024 at "Indonesian Journal of Electrical Engineering and Computer Science"

DOI: 10.11591/ijeecs.v35.i1.pp620-630

Abstract: This study introduces an innovative hyperparameter optimization approach for enhancing multilayer perceptrons (MLP) using the Jaya algorithm. Addressing the crucial role of hyperparameter tuning in MLP’s performance, the Jaya algorithm, inspired by social behavior, emerges… read more here.

Keywords: hyperparameter optimization; hyperparameter; using jaya; jaya algorithm ... See more keywords

Optimized stable gait planning of biped robot using multi-objective evolutionary JAYA algorithm

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recommendations! Published in 2020 at "International Journal of Advanced Robotic Systems"

DOI: 10.1177/1729881420976344

Abstract: This article proposes a new stable biped walking pattern generator with preset step-length value, optimized by multi-objective JAYA algorithm. The biped robot is modeled as a kinetic chain of 11 links connected by 10 joints.… read more here.

Keywords: gait planning; multi objective; jaya; stable gait ... See more keywords