Splet15. nov. 2024 · This research work proposes a novel Spectral Clustering algorithm with Particle Swarm Optimization (SCPSO) to improve the text document clustering. By considering global and local optimization function, the randomization is carried out with the initial population. This research work aims at combining the spectral clustering with … Splet01. jun. 2024 · The Particle Swarm Clustering (PSC) (Cohen and de Castro, 2006) and the EPSO-Clustering algorithm (Alam et al., 2015, Alam et al., 2008) present this encoding. In these cases, each particle (reactive agent) represents part of the solution, and the whole swarm is the clustering solution.
SCA2: Novel Efficient Swarm Clustering Algorithm - IEEE Xplore
Splet08. sep. 2024 · Swarm is intended to be used by registering processes before they are created, and letting Swarm start them for you on the proper node in the cluster. This is done via Swarm.register_name/5. You may also register processes the normal way, i.e. GenServer.start_link ( {:via, :swarm, name}, ...). SpletParticle swarm iteration formula was optimized by using Gaussian kernel method, which makes particle swarm algorithm converge rapidly to the global optimal. By testing 23 UCI data sets, the experimental results show that the clustering effect of the proposed algorithm is better than that of the K-means and the traditional particle swarm ... st joan of arc school herts
Accelerated Two-Stage Particle Swarm Optimization for Clustering …
Splet30. jan. 2024 · In this article, a novel efficient swarm clustering algorithm named SCA2 is proposed, which extends SCA in terms of three aspects: (1) the radial basis function network is adopted as the surrogate ... Splet05. okt. 2015 · Docker Swarm is a native clustering tool for Docker which turns multiple Docker engines into a cluster and makes that a cluster by making it look like a single Docker engine. It's easier to install than any other container orchestrator. This way, you can create a pool of Virtual Machines that are container hosts and scale out your applications ... Splet13. jul. 2024 · Swarm Intelligence (SI), a kind of meta-heuristic algorithms, is attracting more and more attention and has been proven to be sufficient to handle the large scale, dynamic, multi-objective problems in data analytics. As shown in Fig. 1, there are mainly two categories of approaches that utilize SI algorithms in data science [ 41 ]. st joan of arc preschool indianapolis