Improvement in jaya algorithm

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August undefined, 2024

Witryna28 wrz 2024 · Jaya algorithm with Lévy flight (JayaLF) is a Jaya variant created by Ingle and Jatoth . It uses Lévy flight to avoid stagnation and to enhance diversity in the … Witryna1 paź 2024 · Highlights • This paper proposes an improved Jaya algorithm for damage identification. • Objective function is improved based on sparse regularization and …

Free Full-Text Optimal Power Flow Using the Jaya Algorithm

WitrynaTo improve the global optimization capacity and robustness of the original Jaya algorithm, a clustering strategy is employed to replace solutions with low-quality … ching shih born

Comprehensive learning Jaya algorithm for engineering …

Witryna20 kwi 2024 · In this context, an improvement of Jaya algorithm based on the new 2D cross chaotic map was proposed. In fact, to maintain in equilibrium the exploration and exploitation capabilities of the search process, three mutation equations (Eqs. –) were used randomly for each solution in the improved algorithm. The first mutation (Eq. WitrynaAbstract: This paper presents a -fuzzy adaptive Jaya optimization algorithm (FAJOA) with integrating an algorithm-specific parameter in the original Jaya algorithm (OJA). A Takagi-Sugeno (TS)-fuzzy is implemented for dynamically adapting the weight parameter (w) of the FAOJA for improving the search performances such as faster convergence … Witryna1 sty 2024 · This paper proposes a novel performance enhanced Jaya algorithm with a two group adaption (E-Jaya). Two improvements are presented in E-Jaya. First, … ching shih ship

A Chaotic Second Order Oscillation JAYA Algorithm for …

Enhanced Jaya algorithm: A simple but efficient ... - ScienceDirect

Witryna1 lip 2024 · One of the advantages of JAYA is that the algorithm does not need any tuning process for the parameters to get the global or near-global solution of the optimization problem. The idea of JAYA is that each member in the population try to improve itself by imitating the elite member of the population and avoiding the way of … WitrynaThe Jaya algorithm is arguably one of the fastest-emerging metaheuristics amongst the newest members of the evolutionary computation family. The present paper proposes … ching shih ship nameWitryna6 kwi 2024 · Jaya and E-Jaya are used to improve the ANN technique based on various parameters, such as input velocity, thickness, the number of layers, and stacking sequence. The obtained results show the advantage of E-Jaya compared with the Jaya algorithm to enhance the ANN technique. ching shih pirate code

"Witryna19 sie 2024 · The proposed algorithm is based on the general concept of evolutionary algorithms (e.g., [ 44 ]) and particularly on the Jaya algorithm [ 45 ]. The pseudocode of the original Jaya [ 45] is shown in Algorithm 1. Algorithm 1: Jaya. The improved method modifies the Jaya algorithm in two ways. " - Improvement in jaya algorithm

Improvement in jaya algorithm

J. Imaging Free Full-Text Parameter Optimization for Local ...

Witryna25 mar 2024 · This step aimed at increasing the diversity of the dataset and improving the training capability of the selected deep learning model. After that, a pre-trained model named EfficientNet-b0 was employed and fine-tuned to add a few new layers. ... The fused features were later optimized using a feature selection algorithm known as … WitrynaThe IJaya algorithm has performance at 75% of multimodal benchmark functions for 6 out of 8 functions (f13, f14, f15, f16, f17, and f18) for dimension = 500 and 1000. …

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WitrynaKeywords:parallel computing, Jaya algorithm, global optimisation, stochastic optimisation, OpenMP 1. Introduction In order to solve complex and diﬃcult problems in science, engineering, economics, ... of using the proposed parallel implementation is the possibility of further improving the quality of solutions, the convergence speed and to ... WitrynaThe industrial optimization problems are often complex and hence more improvement algorithms based on Jaya have been put forward . The first improvement is based …

WitrynaWorking of the Jaya Algorithm with Numerical Example Dr. Harish Garg 36.1K subscribers 1.9K views 2 years ago Evolutionary Algorithms (EAs) This video explains the functionality of the Jaya... Witrynaimprovement in subsequent iterations. The performance of the proposed algorithm is observed by implementing it on 5 test functions having different characteristics and the results obtained show much better results as compared to that from existing Jaya Algorithm. Key Words: Optimisation, Jaya, Evolutionary Approaches, Endeavouring, …

Witryna17 lis 2024 · To solve diverse Multi-Objective Optimal Power Flow (MOOPF) problems, Warid et al. proposed two novel Jaya-based methods; Modified Jaya (MJaya) and … Witryna5 gru 2024 · Jaya algorithm (JAYA) is a new metaheuristic algorithm, which has a very simple structure and only requires population size and terminal condition for …

Witryna16 sty 2024 · Improved TLBO-JAYA Algorithm for Subset Feature Selection and Parameter Optimisation in Intrusion Detection System Many optimisation-based intrusion detection algorithms have been developed and are widely used for …

Witryna19 sie 2024 · Any errors or suggestions of improvement in this code are welcome. If you have any questions regarding the code, please ask me. Cite: Wang S, Rao RV, Chen P, Zhang Y, Liu A, Wei L. Abnormal breast detection in mammogram images by feed-forward neural network trained by Jaya algorithm. Fundamenta Informaticae. 2024 … granite backgrounds high resWitryna1 sty 2024 · The concept with this scheme has been verified with its result by MATLAB–Simulink.KeywordsH-bridge reduced multilevel inverterParticle swarm … granite background imageWitryna12 maj 2024 · The Jaya algorithm updates the solution on the basis of both, the best and the worst solution. This update mechanism allows the algorithm to reach the optimal solution in less amount of time. These attractive properties motivate us to use the Jaya algorithm for wrapper-based feature selection. granite backsplash for kitchenWitryna5 gru 2024 · Jaya algorithm (JAYA) [29] is one of few metaheuristic algorithms without special parameters. JAYA is inspired by the concept that the solution obtained for a given problem should move towards the best solution and … ching shih biography bookWitryna@article{Raut2024AnIE, title={An improved Elitist–Jaya algorithm for simultaneous network reconfiguration and DG allocation in power distribution systems}, author={Usharani Raut and Sivkumar Mishra}, journal={Renewable Energy Focus}, year={2024} } Usharani Raut, Sivkumar Mishra; Published 1 September 2024; … ching shih pirate flagWitryna13 paź 2024 · This file is the source code of the proposed enhanced Jaya algorithm for solving global optimization problems, whose title is " Enhanced Jaya algorithm: A simple but efficient optimization method for constrained engineering design problems" and has been published in Knowledge-based systems ( … ching shih the shark drops new worldWitryna22 gru 2024 · The results obtained from JAYA algorithm are compared with other evolutionary and up-to-date algorithms, and it was determined that JAYA outperforms the other techniques. ... the JAYA is again contributing an improvement of 0.0769 s over the TPSM algorithm, respectively. The optimum value of the objective function … ching shih pirate book