Leaderboards/Optimization and Variational Analysis

Optimization and Variational Analysis

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Grace Nnennaya Ogwo
Zhejiang Normal University
2
Yasmine Beck
École Supérieure des Sciences Économiques et Commerciales
3
V. A. Uzor
University of KwaZulu-Natal
4
Binoy Krishna Giri
Vidyasagar University
5
Yasir Arfat
King Mongkut's University of Technology Thonburi
6
Bosen Lian
Auburn University
7
M. K. Fort
Unknown
8
H. A. Wasi
University of Babylon
9
Peiran Yu
Nankai University
10
Khairul Habib Alam
National Institute of Technology Manipur

Rising Stars Papers

1
Fuzzy-random robust flexible programming on sustainable closed-loop renewable energy supply chain
Applied Energy|2024
43 cit.
2
On fixed point and its application to the spread of infectious diseases model in M<sub>v</sub><sup>b</sup>‐metric space
Mathematical Methods in the Applied Sciences|2024
23 cit.
3
An efficient iterative procedure in hyperbolic space and application to non-linear delay integral equation
Journal of Applied Mathematics and Computing|2024
18 cit.
4
Convergence of a refined iterative method and its application to fractional Volterra–Fredholm integro-differential equations
Computational and Applied Mathematics|2024
18 cit.
5
Convergence of Fibonacci–Ishikawa iteration procedure for monotone asymptotically nonexpansive mappings
Journal of Inequalities and Applications|2024
17 cit.
6
CI-MM-Dombi operator based on interval type-2 spherical fuzzy set and its applications on sustainable supply chain with risk criteria: using CI-TODIM-MARCOS method
Soft Computing|2024
16 cit.
7
Nash-Minmax Strategy for Multiplayer Multiagent Graphical Games With Reinforcement Learning
IEEE Transactions on Control of Network Systems|2024
15 cit.
8
(<i>α</i>, <i>F</i>)-Geraghty-type generalized <i>F</i>-contractions on non-Archimedean fuzzy metric-unlike spaces
Demonstratio Mathematica|2024
15 cit.
9
Inverse Value Iteration and <i>Q</i>-Learning: Algorithms, Stability, and Robustness
IEEE Transactions on Neural Networks and Learning Systems|2024
14 cit.
10
Distributed Dynamic Clustering and Consensus in Multiagent Systems
IEEE Transactions on Automatic Control|2024
12 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Dang Van Hieu
Nha Trang University
2
Duong Viet Thong
National Economics University
3
Savin Treanţă
Academia Oamenilor de Știință din România
4
Nguyen The Vinh
University of Transport and Communications
5
Ye Yuan
Technical University of Munich
6
Pongsakorn Sunthrayuth
Rajamangala University of Technology
7
Rahul Shukla
Walter Sisulu University
8
Vu Tien Dung
Hanoi University of Science and Technology
9
João Carlos O. Souza
Universidade Federal do Piauí
10
Benjamin Weißing
Martin Luther University Halle-Wittenberg

Emerging Leaders Papers

1
A Kalman-Filter-Incorporated Latent Factor Analysis Model for Temporally Dynamic Sparse Data
IEEE Transactions on Cybernetics|2022
84 cit.
2
Impact of nanoparticle aggregation on heat transfer phenomena of second grade nanofluid flow over melting surface subject to homogeneous-heterogeneous reactions
Case Studies in Thermal Engineering|2022
50 cit.
3
Solving Fractional-Order Diffusion Equations in a Plasma and Fluids via a Novel Transform
Journal of Function Spaces|2022
43 cit.
4
A Fuzzy PID-Incorporated Stochastic Gradient Descent Algorithm for Fast and Accurate Latent Factor Analysis
IEEE Transactions on Fuzzy Systems|2024
42 cit.
5
Some H-Godunova–Levin Function Inequalities Using Center Radius (Cr) Order Relation
Fractal and Fractional|2022
39 cit.
6
An Adaptive Divergence-Based Non-Negative Latent Factor Model
IEEE Transactions on Systems Man and Cybernetics Systems|2023
35 cit.
7
Minty Variational Principle for Nonsmooth Interval-Valued Vector Optimization Problems on Hadamard Manifolds
Mathematics|2022
33 cit.
8
Optimality conditions and duality for multiobjective semi-infinite programming problems on Hadamard manifolds using generalized geodesic convexity
RAIRO. Operations research|2022
33 cit.
9
Optimality Conditions and Duality for Nonsmooth Multiobjective Semi-infinite Programming Problems on Hadamard Manifolds
Bulletin of the Iranian Mathematical Society.|2023
30 cit.
10
Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications
IEEE Transactions on Emerging Topics in Computational Intelligence|2024
25 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Jen‐Chih Yao
China Medical University
2
Marc Teboulle
Tel Aviv University
3
Hong‐Kun Xu
Hangzhou Dianzi University
4
B. F. Svaiter
Instituto Nacional de Matemática Pura e Aplicada
5
Simeon Reich
Technion – Israel Institute of Technology
6
Jong‐Shi Pang
Johns Hopkins University
7
Masao Fukushima
Kyoto University
8
Dimitri P. Bertsekas
Massachusetts Institute of Technology
9
Jorge Nocedal
Northwestern University
10
R. T. Rockafellar
University of Washington

Current Senior Leaders Papers

1
A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
SIAM Journal on Imaging Sciences|2009
12k cit.
2
On the limited memory BFGS method for large scale optimization
Mathematical Programming|1989
8.5k cit.
3
Optimization of conditional value-at-risk
The Journal of Risk|2000
6.5k cit.
4
Conditional value-at-risk for general loss distributions
Journal of Banking & Finance|2002
3.7k cit.
5
Monotone Operators and the Proximal Point Algorithm
SIAM Journal on Control and Optimization|1976
3.6k cit.
6
Algorithm 778: L-BFGS-B
ACM Transactions on Mathematical Software|1997
3.4k cit.
7
On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators
Mathematical Programming|1992
2.9k cit.
8
Updating quasi-Newton matrices with limited storage
Mathematics of Computation|1980
2.7k cit.
9
Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems
IEEE Transactions on Image Processing|2009
2k cit.
10
Finite-dimensional variational inequality and nonlinear complementarity problems: A survey of theory, algorithms and applications
Mathematical Programming|1990
1.8k cit.

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