7 problems
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Extension of the kinetic convergence proof to other second-order PSO-type dynamics
The paper considers second-order particle-swarm-optimization dynamics and a kinetic BGK model obtained in a mean-field limit. In the setting of non-degenerate Gaussian noise and a…
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Convergence of the population's average opinion toward the leaders' average opinion
Let be the population distribution, let be the leaders' opinion distribution, and define the population's average opinion and the leaders' average opinion by…
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Extension of the genetic-algorithm convergence proof to continuous time with elitism
Let solve the time-continuous kinetic equation for the genetic algorithm, and consider the same objective-function assumptions and Boltzmann--Gibbs selection framework used for…
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A coupling approach to propagation of chaos for genetic-algorithm particle systems
Let be the GA particle system, and let be independent copies of the mono-particle process. Coupling conjecture…
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Weak convergence of the wealth distribution to the zero-wealth state
Let be the wealth distribution at time , and let denote the Dirac distribution concentrated at zero wealth. The total amount of money is preserved, so if…
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Conjecture on the stability thresholds of the moment systems
Conjecture. The functions have unique positive zeroes , the sequence is increasing and tends to infinity, and the -order linear system is stable if and o…
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Exponential convergence-rate conjecture for the traffic-flow equilibrium
Let denote the distance from the stable equilibrium at time , and let be the ratio of the velocit…