2024 Golden sine algorithm

Golden sine algorithm

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August undefined, 2024

WebJul 4, 2024 · 3.2 Golden Sine Operator. Golden Sine Algorithm (Gold-SA) is a mathematical heuristic algorithm, which is inspired by the sine function in trigonometric functions. The Gold-SA algorithm combines the sine function and golden section coefficient to perform an iterative search. The algorithm has good robustness and … WebMay 30, 2024 · GSLBH, BH, Particle Swarm Optimization (PSO), Whale Optimization Algorithm (WAO), Firefly Algorithm (FA), Golden Sine Algorithm (Gold-SA) were …

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WebGolden Sine Algorithm (Gold-SA) is another MAs and has an acceptable local search capability with fewer parameters. Considering these situations, this paper we propose a … WebZhang et al. [27] used the golden sine algorithm to enhance the convergence ability of the algorithm and the ability to jump out of the local optimum. Wu et al. [28] used adaptive adjustment of hyper-parameters and sine maps to improve the algorithm's optimization ability and the accuracy of fire detection and prevention. Zhang et al. [29] put ... grampian wind farm sussex

A soft sensing method of billet surface temperature based on

WebSep 5, 2024 · Data physical education process is also the practical process of information technology and college physical education curriculum integration. In order to improve the accuracy of college sports training management evaluation, we propose a golden sine algorithm (GoldenSA) based on back propagation neural network (BPNN) model whose … WebMar 21, 2024 · Support vector machine modeling is a new approach in machine learning for classification showing good performance on forecasting problems of small samples and high dimensions. Later, it promoted to Support Vector Regression (SVR) for regression problems. A big challenge for achieving reliable is the choice of appropriate parameters. Here, a … WebChaotic Maps are used to improve the diversity of the initial population, and a nonlinear sine learning factor and golden sine algorithm are introduced in the position update of discoverers and joiners as a way to improve the global search and jump out of local optimum ability of the algorithm and increase the convergence speed. The ... grampian womens aid limited

(PDF) A Hybrid Golden Jackal Optimization and Golden …

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WebOct 28, 2024 · The position of individuals is improved using the golden sine algorithm. Second, the impact of using different crossover and mutation methods in the algorithm is compared, and the optimal strategy is selected from the algorithm. To evaluate the performance of the algorithm, simulation experiments were carried out for 10 different … WebApr 7, 2024 · The elite backward learning and golden sine algorithms are incorporated into the golden jackal algorithm, and the IGJO performance is tested using 13 typical test functions, demonstrating that the IGJO has greater stability and merit-seeking capability. The penalty term coefficient C of the SCN is optimised using the IGJO to develop a ... china tours for young adultsWebNov 5, 2024 · BH algorithm has received extensive attention due to its advantages such as fewer parameters, simple algorithm structure and strong exploitation. For the … china tours for overseas chinese

"WebAug 18, 2024 · Golden sine algorithm (Golden-SA) is a new meta-heuristic algorithm proposed by Tanyildizi et al. in 2024. Its inspiration comes from the spatial search of the solution to the problem to be optimized by scanning inside the unit circle of sine function. The golden ratio is used to narrow the search space to approximate the optimal solution. " - Golden sine algorithm

Golden sine algorithm

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Webalgorithms have been presented in the literature, none of the developed optimization algorithms may find an optimum solution for all problems. Therefore, existing algorithms have developed or new algorithms have been proposed in the archival literature. In the present paper, a novel optimization method (modified Golden Sine Algorithm - GoldSA ... WebNov 21, 2024 · Golden Sine Algorithm (Gold-SA) is presented as a new metaheuristic method for solving optimization problems. Gold-SA has been developed as a new search algorithm based on population. In the algorithm, random individuals are created as many as the number of search agents with uniform distribution for each dimension. The Gold …

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WebNov 2, 2024 · Next, improvements are made for the Harris hawks optimization (HHO) algorithm, including using elite opposition-based learning strategy (EOBL) in initialization to enhance the population diversity, and using golden sine algorithm (Gold-SA) in the search strategy to make the algorithm accelerate convergence. Then the long short-term … Webgolden sine algorithm (GSA) based feature selection approach to derive a set of features. In addition, the stacked gated recurrent unit (SGRU) model is applied for the prediction of customer churns. Keywords: Business intelligence; Customer churn prediction; Deep learning; Feature selection; Machine learning; Intelligent Systems 1. Introduction

WebNov 5, 2024 · BH algorithm has received extensive attention due to its advantages such as fewer parameters, simple algorithm structure and strong exploitation. For the shortcomings of poor exploaration and premature convergence of BH algorithm, the improved golden sine (G-S) operator is introduced into BH algorithm to greatly improve the exploaration. WebMay 18, 2024 · Aiming at the problems of slow convergence and low accuracy of the traditional sparrow search algorithm (SSA), a multi-strategy improved sparrow search algorithm (ISSA) was proposed. Firstly, the golden sine algorithm was introduced in the location update of producers to improve the global optimization capability of SSA. …

WebNov 23, 2024 · So in this paper, a novel golden sine cosine salp swarm algorithm with variable neighbourhood search scheme (GSCSSA-VNS) is proposed, the another … WebApr 22, 2024 · Whale optimization algorithm (WOA) is a swarm intelligence-based algorithm that simulates whale population predation in the sea. Aiming at the shortcomings of WOA such as low precision and slow convergence speed, an improved whale optimization algorithm based on nonlinear adaptive weight and golden sine …

WebDec 8, 2024 · The basic idea behind the proposed modified Golden Sine Algorithm (GoldSA-II) depends on finding the optimum solution field in search space by using the …

WebSep 27, 2024 · The golden section coefficient is introduced in the position update in the golden sine algorithm, and the special relationship between the sine function and the unit element is combined with the golden … china tours focusing on the great wallWebDec 19, 2024 · This paper proposes a sparrow search algorithm to optimize the Least Square Support Vector Machine (LSSVM) model for surface temperature prediction of the billet, which is further improved by Logistic Chaotic Mapping and Golden Sine Algorithm (Improve Logistic Golden Sine Sparrow Search Algorithm LSSVM, short name ILGSSA … grampian window cleanersWebElephant herding optimization (EHO) has received widespread attention due to its few control parameters and simple operation but still suffers from slow convergence and low solution accuracy. In this paper, an improved algorithm to solve the above ... china tours for single travellersWebMar 9, 2024 · First, Interval Type-2 Fuzzy Neural Network (IT2FNN) is designed and then antecedent and consequent parameters of IT2FNN are optimized with Modified Golden … china tourist visa from indiaWebGolden Sine Algorithm (Gold-SA) is another MAs and has an acceptable local search capability with fewer parameters. Considering these situations, this paper we propose a novel hybrid optimization algorithm (HAGA) that integrated both AOA and Gold-SA to achieve superior optimization ability. In HAGA, the search agents are divided into two ... china tour packages from philippinesWebMay 6, 2024 · The Golden Sine Algorithm (Gold-SA) has strong local searchability and fewer coefficients. To alleviate the above issues and improve the performance of AOA, in … china tour ratingsWebIn this study, Golden Sine Algorithm (Gold-SA) is presented as a new metaheuristic method for solving optimization problems. Gold-SA has been developed as a new search … china tourist visa for indian citizens