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Wu Ai

Professor, School of Mathematics and Statistics, Guilin University of Technology

Projects

NNSF of China

As the principal investigator

  • NNSFC, Region Project (62166013). Peer-to-peer-based distributed learning algorithms of deep neural networks. 2022.01-2025.12.
  • NNSFC, Youth Project (61703117). Event-triggered sparse distributed learning algorithms. 2018.01-2020.12.

As a member

  • NNSFC, Region Project (62166015). Bilevel programming problems based on distributed evolutionary algorithms. 2022.01-2025.12.
  • NNSFC, Region Project (11661028). Filter design for random switching systems in complex environments. 2017.01-2020.12.
  • NNSFC, Regular Project (61673308). Event-triggered adaptive control for uncertain systems. 2017.01-2020.12.
  • NNSFC, Regular Project (61673014). Adaptive neural network control with known approximation accuracy and globally stability. 2017.01-2020.12.
  • NNSFC, Youth Project (61203109). Hybrid modeling mechanism and constraint handling methods for intermittent production scheduling. 2013.01-2015.12.
  • NNSFC, Mathematics Tianyuan Project (11226219). Improved partial least squares method for non-continuous spectral data applied to interval combinations. 2013.01-2013.12.
  • NNSFC, Region Project (11161015). Qualitative research and simulation analysis of multi-factor influences on differential systems. 2012.01-2015.12.

NSF of Guangxi

As the principal investigator

  • NSF of Guangxi, Regular Project (2022GXNSFAA035499). Distributed semi-supervised learning algorithm based on stochastic configuration networks and its applications. 2022.04-2025.03.
  • NSF of Guangxi, Youth Project (2017GXNSFBA198113). Distributed kernel learning methods under communication constraints. 2017.07-2020.06.

As a member

  • NSF of Guangxi, Youth Project (2020GXNSFBA297011). Application of predictive maintenance strategy based on concept drift analysis in industrial internet of things (IIoT). 2020.12-2023.12.
  • NSF of Guangxi, Youth Project (2015GXNSFBA139259). Near-infrared modeling and optimization method for multi-index detection of soil components. 2015.09-2018.08.
  • NSF of Guangxi, Youth Project (2014GXNSFBA118023). Robust evolutionary algorithm with uncertain environmental parameters and its applications in vehicle path problems. 2014.01-2017.03.
  • NSF of Guangxi, Youth Project (2013GXNSFBA019008). Stochastic three-branchable Gray-Scott system and the asymptotic behavior of its lattice dynamical system. 2013.04-2016.03.
  • NSF of Guangxi, Youth Project (2013GXNSFBA019004). Problems on periodic solutions, homoclinic orbits, and numerical simulations in Hamiltonian systems. 2013.01-2016.03.

Others

  • Key Laboratory of Cognitive Radio and Information Processing, jointly sponsored by the Ministry of Education and provincial departments (Guilin University of Electronic Technology), Regular Project (CRKL210206). Distributed data recovery algorithm for wireless sensor networks based on graphs. 2022.01-2024.01. As a member.
  • Scientific Research Foundation of Guilin University of Technology (GLUTQD2017142). Nonlinear data dimensionality reduction and facial recognition application based on kernel methods. 2018.11-2021.09. As a member.
  • Scientific Research Foundation of Guilin University of Technology (GLUTQD2007029). Distributed optimization algorithms based on switching protocols. 2018.09-2021.09. As the principal investigator.
  • Guangxi key Laboratory of Spatial Information and Geomatics Foundation, Director Project (桂科能16-380-25-20). Distributed learning of spatial information big data based on random neural networks. 2017.01-2018.12. As the principal investigator.
  • Basic Sientific Research Ability Enhancement Project for Young and Middle-aged Teachers of Guangxi Colleges (2017KY0260). Video object tracking methods based on deep learning. 2017.05-2019.12. As a member.
  • Basic Sientific Research Ability Enhancement Project for Young and Middle-aged Teachers of Guangxi Colleges (KY2015ZL100). A high isolation adjustable DC power supply implemention method. 2015.01-2016.12. As a member.
  • Basic Sientific Research Ability Enhancement Project for Young and Middle-aged Teachers of Guangxi Colleges (KY2015ZL095). Application of spectral analysis sample set partitioning method in agricultural information detection. 2015.01-2016.12. As a member.
  • Basic Sientific Research Ability Enhancement Project for Young and Middle-aged Teachers of Guangxi Colleges (2013YB102). Asymptotic behavior of a class of random three-component reaction-diffusion systems and their lattice systems. 2013.01-2014.12. As a member.
  • Sientific Research Project for Guangxi Colleges (2013LX043). Swarm intelligence optimization algorithm and its applications. 2013.01-2013.12. As the principal investigator.