Concepedia

Global Optimization

Global Optimization is an optimization problem-solving approach that seeks the absolute best solution across the entire feasible region, distinguishing itself from local optimization by guaranteeing optimality over all possible solutions rather than merely within a neighborhood of a point.

10.2K

Publications

741.2K

Citations

19.3K

Authors

3.8K

Institutions

Publications per year

2017–2026

3.6K

Parents

Children

Publications

10.2K

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28.7K citations

, , +12

On the limited memory BFGS method for large scale optimization

Jorge Nocedal · Mathematical Programming · 1989 · 8.5K citations

, , +12

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.8K citations

, , +10

GSA: A Gravitational Search Algorithm

Esmat Rashedi, Hossein Nezamabadi–pour, Saeı̈d Saryazdi · Information Sciences · 2009 · 7.3K citations

, , +5

Practical methods of optimization

Mathematics and Computers in Simulation · 1988 · 5.9K citations

, , +11

1–5 of 10.2K

Authors

19.3K

  1. CA
    Christodoulos A. Floudas

    Princeton University, United States

    58 publications · 7.3K citations

    47

    h-index

  2. SM
    Seyedali Mirjalili

    Torrens University Australia, Australia

    42 publications · 12K citations

    34

    h-index

  3. LA
    Laith Abualigah

    Universiti Sains Malaysia, Malaysia

    47 publications · 3.2K citations

    31

    h-index

  4. YD
    Yaroslav D. Sergeyev

    University of Calabria, Italy

    37 publications · 2.1K citations

    30

    h-index

  5. PN
    Ponnuthurai Nagaratnam Suganthan

    Nanyang Technological University, Singapore

    33 publications · 17.2K citations

    27

    h-index

1–5 of 19.3K

Institutions

3.8K

  1. Princeton University

    Princeton, United States

    58 h-index

    190 publications

    21.3K citations

  2. Nanyang Technological University

    Singapore, Singapore

    53 h-index

    180 publications

    45.3K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    48 h-index

    272 publications

    16.8K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    48 h-index

    186 publications

    15.2K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    47 h-index

    184 publications

    15.6K citations

  6. University of California, Berkeley

    Berkeley, United States

    42 h-index

    128 publications

    16.4K citations

  7. Huazhong University of Science and Technology

    Wuhan, China

    40 h-index

    326 publications

    16K citations

  8. Tsinghua University

    Beijing, China

    38 h-index

    187 publications

    13.4K citations

1–8 of 3.8K

Venues

  1. Applied Soft Computing

    221 publications · 16.5K citations

    72

    h-index

  2. Journal of Global Optimization

    281 publications · 17.3K citations

    67

    h-index

  3. Information Sciences

    157 publications · 24.7K citations

    66

    h-index

  4. SIAM Journal on Optimization

    163 publications · 24K citations

    65

    h-index

  5. Mathematical Programming

    138 publications · 25.8K citations

    64

    h-index

1–5