Oct 22, 2024 · A new method for determining the numerical stability of PSO based on swarm activity was developed. Using the results of a numerical stability ...
In this paper, the order-2 stability of PSO is analyzed based on a weak stagnation assumption. A new definition of stability is proposed and an order-2 stable ...
In this paper, the order-2 stability of PSO is analyzed based on a weak stagnation assumption. A new definition of stability is proposed and an order-2 stable ...
[PDF] Order-2 Stability Analysis of Particle Swarm Optimization
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Abstract. Several stability analyses and stable regions of particle swarm optimization (PSO) have been proposed before. The assumption of stagnation and ...
Jun 1, 2015 · A new definition of stability is proposed and an order-2 stable region is obtained. Several existing stable analyses for canonical PSO are ...
This paper's primary aim is to provide clarity on which guar- antees about particle stability can actually be made. The particle swarm optimization algorithm ...
A new definition of stability is proposed and an order-2 stable region is obtained. Several existing stable analyses for canonical PSO are compared, especially ...
Mar 30, 2019 · In this paper it is theoretically and empirically demonstrated which practical guarantees can in fact be made about particle stability.
In this paper, the order-2 stability of PSO is analyzed based on a weak stagnation assumption. A new definition of stability is proposed and an order-2 stable ...
This paper derives, under minimal modelling assumptions, a simple to use theorem for obtaining both order-1 and order-2 stability criteria for a common class ...