Search Results for author: Richard Alan Peters II

Found 4 papers, 0 papers with code

Chaotic Quantum Double Delta Swarm Algorithm using Chebyshev Maps: Theoretical Foundations, Performance Analyses and Convergence Issues

no code implementations5 Nov 2018 Saptarshi Sengupta, Sanchita Basak, Richard Alan Peters II

Quantum Double Delta Swarm (QDDS) Algorithm is a new metaheuristic algorithm inspired by the convergence mechanism to the center of potential generated within a single well of a spatially co-located double-delta well setup.

Learning to track on-the-fly using a particle filter with annealed- weighted QPSO modeled after a singular Dirac delta potential

no code implementations4 Jun 2018 Saptarshi Sengupta, Richard Alan Peters II

This paper proposes an evolutionary Particle Filter with a memory guided proposal step size update and an improved, fully-connected Quantum-behaved Particle Swarm Optimization (QPSO) resampling scheme for visual tracking applications.

Visual Tracking

Particle Swarm Optimization: A survey of historical and recent developments with hybridization perspectives

no code implementations15 Apr 2018 Saptarshi Sengupta, Sanchita Basak, Richard Alan Peters II

Particle Swarm Optimization (PSO) is a metaheuristic global optimization paradigm that has gained prominence in the last two decades due to its ease of application in unsupervised, complex multidimensional problems which cannot be solved using traditional deterministic algorithms.

Data Clustering using a Hybrid of Fuzzy C-Means and Quantum-behaved Particle Swarm Optimization

no code implementations15 Dec 2017 Saptarshi Sengupta, Sanchita Basak, Richard Alan Peters II

Fuzzy clustering has become a widely used data mining technique and plays an important role in grouping, traversing and selectively using data for user specified applications.

Clustering Quantization

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