A generic optimization method for any integer programming problem
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Feb 14, 2021 - MATLAB
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non-convex-optimization
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Riemannian stochastic optimization algorithms: Version 1.0.3
machine-learning big-data optimization machine-learning-algorithms constrained-optimization sgd manifold nonlinear-optimization optimization-algorithms large-scale-learning online-learning stochastic-optimizers variance-reduction stochastic-gradient-descent nonlinear-optimization-algorithms stochastic-optimization riemannian-manifold riemannian-optimization non-convex-optimization
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Jan 5, 2023 - MATLAB
Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method
machine-learning optimization illustration mnist classification global-optimization numerical-analysis metaheuristics high-dimensional non-convex-optimization derivative-free-optimization consensus-optimization
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Nov 13, 2023 - MATLAB
Numerical analysis of Particle Swarm Optimization (PSO) and numerical experiments demonstrating the practicability of the method
machine-learning optimization class illustration classification global-optimization particle-swarm-optimization numerical-analysis metaheuristics high-dimensional non-convex-optimization derivative-free-optimization
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Jun 7, 2023 - MATLAB
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Feb 29, 2024 - MATLAB
My undergraduate thesis at THU
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Jun 21, 2018 - MATLAB
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