Concepedia

Fast Solver Design

Fast Solver Design is a methodological framework within Model Predictive Control that enables the efficient computational solution of optimal control problems by exploiting structural properties of the underlying optimization to reduce solution time while preserving convergence and stability guarantees.

83

Publications

5K

Citations

251

Authors

137

Institutions

Publications per year

2017–2026

29

Parents

Publications

83

$L_{1/2}$ Regularization: A Thresholding Representation Theory and a Fast Solver

Zongben Xu, Xiangyu Chang, Fengmin Xu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 1.1K citations

, , +14

Efficient interior point methods for multistage problems arising in receding horizon control

Alexander Domahidi, Aldo U. Zgraggen, Melanie N. Zeilinger et al. · 2012 · 341 citations · Full text

, , +13

Quick-RRT*: Triangular inequality-based implementation of RRT* with improved initial solution and convergence rate

Inbae Jeong, Seungjae Lee, Jong-Hwan Kim · Expert Systems with Applications · 2019 · 286 citations

, , +10

A Field Guide to Forward-Backward Splitting with a FASTA Implementation

Tom Goldstein, Christoph Studer, Richard G. Baraniuk · arXiv (Cornell University) · 2014 · 198 citations · Full text

, , +8

An $$\mathcal O (N \log N)$$ O ( N log N )   Fast Direct Solver for Partial Hierarchically Semi-Separable Matrices

Sivaram Ambikasaran, Eric Darve · Journal of Scientific Computing · 2013 · 191 citations

, , +17

1–5 of 83

Authors

251

  1. LG
    Leslie Greengard

    Courant Institute of Mathematical Sciences, United States

    3 publications · 107 citations

    3

    h-index

  2. AS
    Amin Shokrollahi

    École Polytechnique Fédérale de Lausanne, Switzerland

    2 publications · 59 citations

    2

    h-index

  3. MG
    Ming Gu

    University of California, Berkeley, United States

    2 publications · 166 citations

    2

    h-index

  4. MS
    Mehdi Samiee

    Michigan State University, United States

    2 publications · 42 citations

    2

    h-index

  5. MH
    Mohammad Hossein Taghavi

    University of California San Diego, United States

    2 publications · 59 citations

    2

    h-index

1–5 of 251

Institutions

137

  1. New York University

    New York, United States

    4 h-index

    11 publications

    496 citations

  2. North Carolina State University

    Raleigh, United States

    3 h-index

    4 publications

    111 citations

  3. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    3 h-index

    4 publications

    741 citations

  4. Tsinghua University

    Beijing, China

    3 h-index

    16 publications

    983 citations

  5. University of Michigan

    Ann Arbor, United States

    3 h-index

    6 publications

    336 citations

  6. Courant Institute of Mathematical Sciences

    New York, United States

    3 h-index

    8 publications

    403 citations

  7. Stanford University

    Stanford, United States

    3 h-index

    5 publications

    449 citations

  8. Michigan State University

    East Lansing, United States

    2 h-index

    7 publications

    141 citations

1–8 of 137

Venues

  1. Journal of Computational Physics

    10 publications · 386 citations

    10

    h-index

  2. SIAM Journal on Scientific Computing

    5 publications · 197 citations

    5

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 339 citations

    3

    h-index

  4. Computers & Mathematics with Applications

    3 publications · 73 citations

    3

    h-index

  5. 2

    h-index

1–5