[图书][B] Swarm stability and optimization

V Gazi, KM Passino - 2011 - books.google.com
optimization methods inspired from the behavior of swarms … foraging optimization and
particle swarm optimization, will be … inspired optimization technique is “ant colony optimization” …

Particle swarm optimization: a numerical stability analysis and parameter adjustment based on swarm activity

K Yasuda, N Iwasaki, G Ueno… - IEEJ Transactions on …, 2008 - Wiley Online Library
stability of PSO based on swarm activity was developed. The stability limit for PSO based on
the new numerical stability … with the stability limit based on a conventional analytical stability

Analytical stability analysis of the fractional-order particle swarm optimization algorithm

SMA Pahnehkolaei, A Alfi, JAT Machado - Chaos, Solitons & Fractals, 2022 - Elsevier
… convergence of FO particle swarm optimization algorithm (FOPSO) based … stability analysis
is derived to determine its convergence boundaries. Several simulations confirm the stability

Salp swarm optimizer to solve optimal power flow comprising voltage stability analysis

AA El-Fergany, HM Hasanien - Neural Computing and Applications, 2020 - Springer
A new attempt of employing salp swarm algorithm (SSA) to tackle the optimal power flow (OPF)
problem is demonstrated in the current study. This aforementioned problem has four …

Stochastic stability analysis of composite dynamic system for particle swarm optimization

WY Dong, RR Zhang - Information Sciences, 2022 - Elsevier
… the influence of optimization model on PSO’s stability. For liner and quadratic optimization
functions, we study the significance of their parameters in the stable conditions and the …

Stability analysis of the particle dynamics in particle swarm optimizer

V Kadirkamanathan, K Selvarajah… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
… in effect a deterministic particle swarm optimizer. We analyze the stability of the particle
dynamics without this restrictive assumption using Lyapunov stability analysis and the concept of …

Stability analysis of the particle swarm optimization without stagnation assumption

MR Bonyadi, Z Michalewicz - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
… ties of a stochastic recurrence relation that represents a class of particle swarm optimization
… second-order stability and find conditions to guarantee these types of stability for that recur…

On stability analysis of particle swarm optimization algorithm

A Gopal, MM Sultani, JC Bansal - Arabian Journal for Science and …, 2020 - Springer
Stability and convergence analysis of few algorithms have already been … swarm optimization
(PSO) algorithm [7], artificial bee colony (ABC) algorithm by using von Neumann stability

A brief historical review of particle swarm optimization (PSO)

E Garcia-Gonzalo… - Journal of Bioinformatics …, 2012 - ingentaconnect.com
… These PSO variants have been used to solve a wide range of optimization and inverse …
of Particle Swarm Optimization, insisting in the importance of the stochastic stability analysis …

A study of particle swarm optimization particle trajectories

F Van den Bergh, AP Engelbrecht - Information sciences, 2006 - Elsevier
… , robust and simple optimization algorithm. Most of the … swarms to include the influence of
the inertia term. The paper also provides a formal proof that each particle converges to a stable