Concepedia

Nonlinear Optimization

Nonlinear Optimization is a mathematical framework within computational mathematics that involves the minimization or maximization of a nonlinear objective function subject to nonlinear constraints, distinguished from linear optimization by the nonlinearity of the functions involved.

4.4K

Publications

348K

Citations

9.4K

Authors

2.5K

Institutions

Publications per year

2017–2026

1K

Parents

Publications

4.4K

A new optimizer using particle swarm theory

R.C. Eberhart, James Kennedy · 2002 · 14.9K citations

, , +12

On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming

Andreas Wächter, Lorenz T. Biegler · Mathematical Programming · 2005 · 9.4K citations

, , +9

A Limited Memory Algorithm for Bound Constrained Optimization

Richard H. Byrd, Peihuang Lu, Jorge Nocedal et al. · SIAM Journal on Scientific Computing · 1995 · 6.2K citations

, , +16

Practical methods of optimization

Mathematics and Computers in Simulation · 1988 · 5.9K citations

, , +11

Nonlinear programming: theory and algorithms

Computers & Operations Research · 1993 · 5.8K citations

, , +12

1–5 of 4.4K

Authors

9.4K

  1. PL
    Philippe L. Toint

    University of Namur, Belgium

    30 publications · 2.2K citations

    24

    h-index

  2. JN
    Jorge Nocedal

    Northwestern University, United States

    16 publications · 9K citations

    17

    h-index

  3. LT
    Lorenz T. Biegler

    Carnegie Mellon University, United States

    17 publications · 11.5K citations

    15

    h-index

  4. LS
    Leon S. Lasdon

    The University of Texas at Austin, United States

    15 publications · 2.9K citations

    15

    h-index

  5. FE
    Frank E. Curtis

    Lehigh University, United States

    13 publications · 806 citations

    13

    h-index

1–5 of 9.4K

Institutions

2.5K

  1. University of California, Berkeley

    Berkeley, United States

    31 h-index

    71 publications

    13.1K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    29 h-index

    72 publications

    18.8K citations

  3. The University of Texas at Austin

    Austin, United States

    28 h-index

    84 publications

    6.5K citations

  4. Massachusetts Institute of Technology

    Cambridge, United States

    28 h-index

    91 publications

    10.5K citations

  5. Stanford University

    Stanford, United States

    28 h-index

    78 publications

    6.1K citations

  6. Georgia Institute of Technology

    Atlanta, United States

    24 h-index

    62 publications

    8.2K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    24 h-index

    78 publications

    5.4K citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    22 h-index

    36 publications

    3.2K citations

1–8 of 2.5K

Venues

  1. Mathematical Programming

    95 publications · 19.8K citations

    49

    h-index

  2. SIAM Journal on Optimization

    71 publications · 12.6K citations

    42

    h-index

  3. IEEE Transactions on Power Systems

    44 publications · 4.4K citations

    35

    h-index

  4. Journal of Optimization Theory and Applications

    69 publications · 3.7K citations

    33

    h-index

  5. Industrial & Engineering Chemistry Research

    38 publications · 1.6K citations

    24

    h-index

1–5