An adaptive algorithm based on high-dimensional function approximation to obtain optimal designs

被引：0
|
作者：
Seufert, Philipp [1 ]
Schwientek, Jan [1 ]
Bortz, Michael [1 ]
机构：
[1] Fraunhofer Center for Machine Learning and ITWM, Fraunhofer-Platz 1, Kaiserslautern,67663, Germany
来源：
arXiv | 2021年
关键词：
721.1 Computer Theory; Includes Computational Logic; Automata Theory; Switching Theory; Programming Theory - 901.3 Engineering Research - 921 Mathematics - 921.6 Numerical Methods - 922.1 Probability Theory - 922.2 Mathematical Statistics - 961 Systems Science;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
35
引用
收藏
相关论文
共 50 条
  • [11] Deep FPF: Gain function approximation in high-dimensional setting
    Olmez, S. Yagiz
    Taghvaei, Amirhossein
    Mehta, Prashant G.
    2020 59TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2020, : 4790 - 4795
  • [12] Correcting for unknown errors in sparse high-dimensional function approximation
    Ben Adcock
    Anyi Bao
    Simone Brugiapaglia
    Numerische Mathematik, 2019, 142 : 667 - 711
  • [13] High-Dimensional Function Approximation Using Local Linear Embedding
    Andras, Peter
    2015 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2015,
  • [14] Correcting for unknown errors in sparse high-dimensional function approximation
    Adcock, Ben
    Bao, Anyi
    Brugiapaglia, Simone
    NUMERISCHE MATHEMATIK, 2019, 142 (03) : 667 - 711
  • [15] A new algorithm for high-dimensional uncertainty quantification based on dimension-adaptive sparse grid approximation and reduced basis methods
    Chen, Peng
    Quarteroni, Alfio
    JOURNAL OF COMPUTATIONAL PHYSICS, 2015, 298 : 176 - 193
  • [16] OPTIMAL APPROXIMATION OF HEAD-RELATED TRANSFOR FUNCTION BASED ON ADAPTIVE GENETIC ALGORITHM
    Hu, Xuelong
    Tang, Yan
    Cai, Jun
    2008 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND SIGNAL PROCESSING, VOLS 1 AND 2, 2007, : 129 - 132
  • [17] Efficient Genetic Algorithm for High-Dimensional Function Optimization
    Lin, Qifeng
    Liu, Wei
    Peng, Hongxin
    Chen, Yuxing
    2013 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2013, : 255 - 259
  • [18] A Small World Algorithm For High-Dimensional Function Optimization
    Li Xiaohu
    Zhang Jinhua
    Wang Sunan
    Li Maolin
    Li Kunpeng
    IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION, 2009, : 55 - 59
  • [19] An optimal ADP algorithm for a high-dimensional stochastic control problem
    Nascimento, Juliana
    Powell, Warren
    2007 IEEE INTERNATIONAL SYMPOSIUM ON APPROXIMATE DYNAMIC PROGRAMMING AND REINFORCEMENT LEARNING, 2007, : 52 - +
  • [20] An adaptive and efficient dimensionality reduction algorithm for high-dimensional indexing
    Jin, H
    Ooi, BC
    Shen, HT
    Yu, C
    Zhou, AY
    19TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING, PROCEEDINGS, 2003, : 87 - 98
12345