The sine cosine algorithm (SCA) is a recently developed and efficient optimization algorithm, which performs searches using the trigonometric functions sine and cosine. These trigonometric functions help in exp
(源码)群体智能优化算法之正余弦优化算法(Sine Cosine Algorithm,SCA),程序员大本营,技术文章内容聚合第一站。
In this tutorial, we take a look at a very recent algorithm: the sine-cosine algorithm or SCA. It is an optimization procedure that belongs to the family of population-based metaheuristic techniques. Within these, it belongs to the math-based algorithms. 2. Sine-Cosine Algorithm The SCA algo...
pythonglobal-optimizationmetaheuristicsine-cosine-algorithm UpdatedNov 9, 2022 Python Star3 Meta-heuristic approaches to select important features only for performance enhancement in effective Intrusion Detection System. machine-learningoptimizationfeature-selectionnaive-bayes-classifierintrusion-detectiondifferential-...
In this approach, firstly, a multi-cycle iterative strategy is designed to better combine the Sine-Cosine Algorithm (SCA) and the Chimp Optimization Algorithm (ChOA), enabling a more effective search in the objective space. Secondly, an S-shaped transfer function is introduced to perform binary ...
featuring various components, including a wind turbine, solar photovoltaics (PV), fuel cell, microturbine, and battery. The current study considers two objective functions: the operation cost incurred by the MG system and the emission. A novel optimization algorithm can mitigate both of these ...
Abdel-Basset M, Mohamed R, Abouhawwash M, Chakrabortty RK, Ryan MJ (2021) EA-MSCA: an effective energy-aware multi-objective modified sine–cosine algorithm for real-time task scheduling in multiprocessor systems: methods and analysis. Expert systems with applications, p 114699 ...
Possibilistic fuzzyc-means algorithmFuzzyc-ordered means algorithmDue to advances in information technology, data collection is becoming much easier. Clustering is an important technique for exploring data structures used in many fields, such as customer segmentation, image recognition, social science, ...
This paper presents a hybrid method of Simulated Annealing (SA) algorithm and Sine Cosine Algorithm (SCA) to solve unrelated parallel machine scheduling problems (UPMSPs) with sequence-dependent and machine-dependent setup times. The proposed method, called SASCA, aims to improve the SA algorithm ...
Sine cosine algorithm (SCA) is a recently developed swarm intelligence algorithm based on the calculation of sine and cosine functions. To determine the parameters setting in SCA, L茅vy flight technique is employed to improve the exploitation phase of the algorithm. In the paper, a new band ...