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Clustering Using Levy Flight Cuckoo Search [PDF]

open access: yes, 2012
In this paper, a comparative study is carried using three nature-inspired algorithms namely Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and Cuckoo Search (CS) on clustering problem. Cuckoo search is used with levy flight. The heavy-tail property of levy flight is exploited here.
Senthilnath, J   +3 more
openaire   +2 more sources

Slow Lévy flights [PDF]

open access: yesPhysical Review E, 2016
Among Markovian processes, the hallmark of Lévy flights is superdiffusion, or faster-than-Brownian dynamics. Here we show that Lévy laws, as well as Gaussian distributions, can also be the limit distributions of processes with long-range memory that exhibit very slow diffusion, logarithmic in time.
Boyer, D., Pineda, I.
openaire   +4 more sources

An Improved Flow Direction Algorithm for Engineering Optimization Problems

open access: yesMathematics, 2023
Flow Direction Algorithm (FDA) has better searching performance than some traditional optimization algorithms. To give the basic Flow Direction Algorithm more effective searching ability and avoid multiple local minima under the searching space, and ...
Yuqi Fan   +4 more
doaj   +1 more source

Levy Flights Over Quantum Paths [PDF]

open access: yesVolume 1: 20th Biennial Conference on Mechanical Vibration and Noise, Parts A, B, and C, 2005
An impact of integration over the paths of the Le´vy flights on the quantum mechanical kernel has been studied. Analytical expression for a free particle kernel has been obtained in terms of the Fox H-function. A new equation for the kernel of a partical in the box has been found.
openaire   +4 more sources

Cuckoo Search Algorithm: Review and its Application

open access: yesTikrit Journal of Pure Science, 2022
Optimization techniques play a major role in real-world problems, As many cases in which decisions are made are based on random research. But choosing the optimization technology is a big challenge for the user. The cuckoo search algorithm is one of the
Manar Abdulkareem Al-Abaji
doaj   +1 more source

Lévy flights and Lévy-Schrödinger semigroups [PDF]

open access: yesOpen Physics, 2010
Abstract We analyze two different confining mechanisms for Lévy flights in the presence of external potentials. One of them is due to a conservative force in the corresponding Langevin equation. Another is implemented by Lévy-Schrödinger semigroups which induce so-called topological Lévy processes (Lévy flights with locally modified jump
openaire   +3 more sources

Levy Foraging in a Dynamic Environment – Extending the Levy Search

open access: yesInternational Journal of Advanced Robotic Systems, 2015
A common task for robots is the patrolling of an unknown area with inadequate information about target locations. Under these circumstances it has been suggested that animal foraging could provide an optimal or at least sub-optimal search methodology ...
Vincenzo Fioriti   +3 more
doaj   +1 more source

On Optimal Tempered Lévy Flight Foraging

open access: yesFrontiers in Physics, 2018
Optimal random foraging strategy has gained increasing concentrations. It is shown that Lévy flight is more efficient compared with the Brownian motion when the targets are sparse.
Yuquan Chen   +3 more
doaj   +1 more source

An improved quantum particle swarm photovoltaic multi‐peak mPPT method combined with Lévy flight

open access: yesEnergy Science & Engineering, 2020
Inertial weight adaptive quantum particle swarm optimization (DCWQPSO) algorithm can effectively improve the problem of particle falling into local extreme value.
Lei Chen   +3 more
doaj   +1 more source

Jumping to Conclusion? A Lévy Flight Model of Decision Making [PDF]

open access: yesTutorials in Quantitative Methods for Psychology, 2020
The diffusion model is one of the most prominent response time models in cognitive psychology. The model describes evidence accumulation as a stochastic process that runs between two boundaries until a threshold is hit, and a decision is made.
Wieschen, Eva Marie   +2 more
doaj   +1 more source

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