Golden sine algorithm
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 ... 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 …
Golden sine algorithm
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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 … 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 …
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. 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 …
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 … 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 ...
WebIn 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 …
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. … thunderbolt 4 card for amdWebApr 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 ... thunderbolt 4 asus driverWebFeb 1, 2024 · Golden sine seagull optimization algorithm. In order to achieve a better convergence ability and prediction accuracy compared with the SOA-XGBoost model, we improved the SOA with the Golden sine algorithm and Sigmoid continuity, and named it as the GSOA-XGBoost model. The specific implementation process is summarized as follows: thunderbolt 4 capabilitiesWebOct 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 … thunderbolt 4 buyWebGolden 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 ... thunderbolt 4 cable extenderWebNov 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 … thunderbolt 4 card pcieWebSep 27, 2024 · In order to address these drawbacks of GJO, this paper proposes an improved algorithm, called a hybrid GJO and golden sine (S) algorithm (Gold-SA) with dynamic lens-imaging (L) learning (LSGJO ... thunderbolt 4 apple