Leaderboards/Optimization and Search Problems

Optimization and Search Problems

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Junyoung Park
Sejong University
2
Hongwei Qin
Chongqing Jiaotong University
3
Max Barer
Ben-Gurion University of the Negev
4
Mohamed Anouar Baaziz
Université du Québec en Outaouais
5
Ángel Madridano
Universidad de Valladolid
6
Hamza Chakraa
École Nationale de l’Aviation Civile
7
Serafino Cicerone
University of L'Aquila
8
Luona Wei
Minzu University of China
9
Rebwar Khalid Hamad
Sulaimani Polytechnic University
10
Yunyun Liu
Chongqing University

Rising Stars Papers

1
GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond
Evolving Systems|2024
155 cit.
2
Knowledge-transfer based genetic programming algorithm for multi-objective dynamic agile earth observation satellite scheduling problem
Swarm and Evolutionary Computation|2024
42 cit.
3
Mutual-visibility problems on graphs of diameter two
European Journal of Combinatorics|2024
15 cit.
4
Mutual-visibility in strong products of graphs via total mutual-visibility
Discrete Applied Mathematics|2024
15 cit.
5
Online optimal tuning of fuzzy PID controller using grey wolf optimizer for quarter car semi-active suspension system
Advances in Mechanical Engineering|2024
12 cit.
6
Multi-objective neural policy approach for agile earth satellite scheduling problem considering image quality
Swarm and Evolutionary Computation|2025
11 cit.
7
Integrating collision avoidance strategies into multi-robot task allocation for inspection
Transactions of the Institute of Measurement and Control|2025
5 cit.
8
RGFuzz: Rule-Guided Fuzzer for WebAssembly Runtimes
Unknown Journal|2025
3 cit.
9
Mutual and total mutual visibility in hypercube-like graphs
Applied Mathematics and Computation|2024
2 cit.
10
Molecular pattern formation on grids in the Moblot model
Theoretical Computer Science|2024
1 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Tobias Schnabel
Hof University of Applied Sciences
2
Zhiguang Cao
Singapore Management University
3
Ellen Vitercik
Carnegie Mellon University
4
Jong-Hyouk Lee
Sejong University
5
Jinkyoo Park
Korea Advanced Institute of Science and Technology
6
Abdullah Al Khaled
Kuwait Petroleum Corporation (Kuwait)
7
Zonghan Cao
Shenyang Institute of Automation
8
Shiliang Shao
Shenyang Institute of Automation
9
Min Kong
Central South University
10
Yingguo Chen
National University of Defense Technology

Emerging Leaders Papers

1
Flexible Job-Shop Scheduling via Graph Neural Network and Deep Reinforcement Learning
IEEE Transactions on Industrial Informatics|2022
433 cit.
2
Review of Autonomous Path Planning Algorithms for Mobile Robots
Drones|2023
291 cit.
3
A novel carbon reduction engineering method-based deep Q-learning algorithm for energy-efficient scheduling on a single batch-processing machine in semiconductor manufacturing
International Journal of Production Research|2023
37 cit.
4
Multi-objective evolutionary algorithm based on RBF network for solving the stochastic vehicle routing problem
Information Sciences|2022
35 cit.
5
Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time of Arrival
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining|2022
33 cit.
6
A data-driven parallel adaptive large neighborhood search algorithm for a large-scale inter-satellite link scheduling problem
Swarm and Evolutionary Computation|2022
28 cit.
7
EEG-Based Mental Workload Classification Method Based on Hybrid Deep Learning Model Under IoT
IEEE Journal of Biomedical and Health Informatics|2023
27 cit.
8
Dynamic Obstacle-Avoidance Algorithm for Multi-Robot Flocking Based on Improved Artificial Potential Field
IEEE Transactions on Consumer Electronics|2023
27 cit.
9
RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
Unknown Journal|2025
16 cit.
10
General modeling and optimization technique for real-world earth observation satellite scheduling
Frontiers of Engineering Management|2023
15 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Robert E. Tarjan
Princeton University
2
Martin L. Puterman
University of British Columbia
3
Sam Toueg
Cornell University
4
Éva Tardos
Cornell University
5
John N. Tsitsiklis
Decision Systems (United States)
6
Vijay V. Vazirani
University of California, Irvine
7
Mihalis Yannakakis
Columbia University
8
Wolfram Burgard
University of Freiburg
9
David B. Shmoys
Cornell University
10
Francesco Bullo
University of California, Santa Barbara

Current Senior Leaders Papers

1
Markov Decision Processes: Discrete Stochastic Dynamic Programming.
Journal of the American Statistical Association|1995
8.5k cit.
2
Maximizing the spread of influence through a social network
Unknown Journal|2003
7.3k cit.
3
Depth-First Search and Linear Graph Algorithms
SIAM Journal on Computing|1972
6k cit.
4
OctoMap: an efficient probabilistic 3D mapping framework based on octrees
Autonomous Robots|2013
2.8k cit.
5
Coverage Control for Mobile Sensing Networks
IEEE Transactions on Robotics and Automation|2004
2.7k cit.
6
Fibonacci heaps and their uses in improved network optimization algorithms
Journal of the ACM|1987
2.7k cit.
7
Unreliable failure detectors for reliable distributed systems
Journal of the ACM|1996
2.5k cit.
8
Improved Techniques for Grid Mapping With Rao-Blackwellized Particle Filters
IEEE Transactions on Robotics|2007
2.4k cit.
9
Amortized efficiency of list update and paging rules
Communications of the ACM|1985
2.1k cit.
10
Attack Detection and Identification in Cyber-Physical Systems
IEEE Transactions on Automatic Control|2013
2.1k cit.

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