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Keyword

benchmark functions

Description: Mathematical test functions used to study or compare numerical algorithms, especially optimization methods.
OpenAlex ID: keywords/benchmark-functions
Grey Wolf Optimizer
2014 · Seyedali Mirjalili, Seyedali Mirjalili, et al. · Advances in Engineering Software · 19,750
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Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
2000 · Eckart Zitzler, Kalyanmoy Deb, et al. · Evolutionary Computation · 5,704
Teaching–learning-based optimization: A novel method for constrained mechanical design optimization problems
2011 · R.V. Rao, V.J. Savsani, et al. · Computer-Aided Design · 5,160
Asymptotic Analysis for Periodic Structures
2011 · A. Bensoussan, J.-L. Lions, et al. · American Mathematical Society eBooks · 4,429
Biogeography-Based Optimization
2008 · D. Simon · IEEE Transactions on Evolutionary Computation · 4,318
Empirical study of particle swarm optimization
2003 · Y. Shi, R.C. Eberhart · IEEE Congress on Evolutionary Computation (CEC) · 3,949
JADE: Adaptive Differential Evolution With Optional External Archive
2009 · Jingqiao Zhang, A.C. Sanderson · IEEE Transactions on Evolutionary Computation · 3,750
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
2006 · J.J. Liang, A.K. Qin, et al. · IEEE Transactions on Evolutionary Computation · 3,747
The Ant Lion Optimizer
2015 · Seyedali Mirjalili · Advances in Engineering Software · 3,285
A comparative study of Artificial Bee Colony algorithm
2009 · Dervis Karaboga, Bahriye Akay · Applied Mathematics and Computation · 3,213
Comparing inertia weights and constriction factors in particle swarm optimization
2002 · R.C. Eberhart, Y. Shi · IEEE Congress on Evolutionary Computation (CEC) · 3,023
The Arithmetic Optimization Algorithm
2021 · Laith Abualigah, Ali Diabat, et al. · Computer Methods in Applied Mechanics and Engineering · 2,943
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The particle swarm optimization algorithm: convergence analysis and parameter selection
2003 · Ioan Cristian Trelea · Information Processing Letters · 2,646
Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization
2005 · Ponnuthurai Nagaratnam Suganthan, Nikolaus Hansen, et al. · 2,565
13 Flower Pollination Algorithm for Global Optimization
2012 · Xin-she Yang · 2,271
A novel metaheuristic method for solving constrained engineering optimization problems: Crow search algorithm
2016 · Alireza Askarzadeh · Computers & Structures · 2,222
Aquila Optimizer: A novel meta-heuristic optimization algorithm
2021 · Laith Abualigah, Dalia Yousri, et al. · Computers & Industrial Engineering · 2,220
Scalable Test Problems for Evolutionary Multiobjective Optimization
2005 · Kalyanmoy Deb, Lothar Thiele, et al. · Springer eBooks · 2,189
Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems
2015 · R. Venkata Rao · International Journal of Industrial Engineering Computations · 2,080
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Genetic algorithms with sharing for multimodal function optimization
1987 · David E. Goldberg, Jon T. Richardson · international conference on Genetic algorithms · 1,929
An improved harmony search algorithm for solving optimization problems
2006 · M. Mahdavi, M. Fesanghary, et al. · Applied Mathematics and Computation · 1,863
Teaching–Learning-Based Optimization: An optimization method for continuous non-linear large scale problems
2011 · R.V. Rao, V.J. Savsani, et al. · Information Sciences · 1,795
The Fully Informed Particle Swarm: Simpler, Maybe Better
2004 · R. Mendes, J. Kennedy, et al. · IEEE Transactions on Evolutionary Computation · 1,745
Butterfly optimization algorithm: a novel approach for global optimization
2018 · Sankalap Arora, Satvir Singh · Soft Computing · 1,725
Dung beetle optimizer: a new meta-heuristic algorithm for global optimization
2022 · Jiankai Xue, Bo Shen · The Journal of Supercomputing · 1,702
Works count: 12,160
Citation count: 377,700
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