Benchmark Functions for the CEC'2010 Special Session and Competition on Large-Scale
By Ke Tang, Xiaodong Li, Ponnuthurai Nagaratnam Suganthan, Zhenyu Yang, Thomas Weise. 2009
523 citations recorded by the source corpus.
View Paper: https://www.semanticscholar.org/paper/b26385732083cd65e657a4465d70b243e5123514
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
- Swagatam Das
- Ponnuthurai Nagaratnam Suganthan
- Ran Cheng
- Sedigheh Mahdavi
- Yaochu Jin
- Ye Tian
- Mohammad Nabi Omidvar
- Shahryar Rahnamayan
Citations in the corpus
- Diversity enhanced particle swarm optimization with neighborhood search (2013, background): “By the suggestions of [49], the maximum number of fitness evaluations (MAX_FEs) is set to 3.00E+06 for all algorithms.”
- Bio-inspired computation: Where we stand and what's next (2019, background): “In 2010 another special benchmark was proposed [281].”
- DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization (2017, background): “…a competitive decomposition algorithm that can identify the nonseparable components of a continuous objective function and has shown superior performance as compared to other decomposition algorithms such as variable interaction learning [33] on the CEC’2010 [50] large-scale benchmark suite [32].”
- Metaheuristics in large-scale global continues optimization: A survey (2015, methodology): “The twenty well-known benchmark functions F1 F20 were provided by the CEC’2010 Special Session and Competition on LSGO [167].”
- Stochastic Fractal Search: A powerful metaheuristic algorithm (2015, methodology): “We also carried our experiments out on the CEC’2010 benchmark functions designed for the special issue as a competition on Large Scale Global Optimization problems [31].”
- A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables (2016, background): “The sphere function, generalized Rastrigin’s function, generalized Griewank’s function, and Ackley’s function [15], [16] are the representatives of separable functions.”
- Benchmark Functions for the CEC'2013 Special Session and Competition on Large-Scale Global Optimization (2008, methodology): “6 Conclusion In this report we have proposed a set of 15 large-scale benchmark problems as an extension to the existing CEC’2010 benchmark suite [42] for better evaluation of large-scale global optimization algorithms and to present some new challenges to the existing algorithms in order to boost th”