Differential Evolution: A Survey of the State-of-the-Art

2010 · IEEE Transactions on Evolutionary Computation · 5,295 citations · 6 from inside this corpus

Swagatam Das, Ponnuthurai Nagaratnam Suganthan

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32 of 32 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

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What this paper cites, inside the corpus

Paper	Year	Cited
Adaptation in Natural and Artificial Systems	1992	35,569
Genetic Programming: On the Programming of Computers by Means of Natural Selection	1992	13,277
Ant colony system: a cooperative learning approach to the traveling salesman problem	1997	8,077
Ensemble Methods in Machine Learning	2000	8,058
Completely Derandomized Self-Adaptation in Evolution Strategies	2001	4,364
Introduction to Evolutionary Computing	2003	4,188
An efficient constraint handling method for genetic algorithms	2000	3,875
JADE: Adaptive Differential Evolution With Optional External Archive	2009	3,744
Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimizati…	2008	3,630
Differential Evolution - A simple and efficient adaptive scheme for global optimization o…	2004	3,355
Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numeri…	2006	3,081
Simulated Binary Crossover for Continuous Search Space.	1995	2,982
Artificial Intelligence through Simulated Evolution	1966	2,825
Differrential evolution-a simple and efficient adaptive scheme for global optimization ov…	1995	2,792
Evolutionary Computation: Towards a New Philosophy of Machine Intelligence	1995	2,291
New Ideas In Optimization	1999	2,138
Opposition-Based Learning: A New Scheme for Machine Intelligence	2006	2,128
Genetic algorithms with sharing for multimodal function optimization	1987	1,896
Fundamentals of Computational Swarm Intelligence	2005	1,887
The Fully Informed Particle Swarm: Simpler, Maybe Better	2004	1,753
Real-Coded Genetic Algorithms and Interval-Schemata	1993	1,651
How to Solve It: Modern Heuristics	2000	1,634
Opposition-Based Differential Evolution	2008	1,622
Evolutionary Optimization in Uncertain Environments—A Survey	2005	1,580
Evolutionary computation: comments on the history and current state	1997	1,544
A cooperative coevolutionary approach to function optimization	1994	1,520

What cites it, inside the corpus

Paper	Year	Cited
Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey	2018	2,090
One Pixel Attack for Fooling Deep Neural Networks	2019	1,715
Improving the search performance of SHADE using linear population size reduction	2014	1,616
Recent advances in differential evolution – An updated survey	2016	1,594
A survey on optimization metaheuristics	2013	1,580
Success-history based parameter adaptation for Differential Evolution	2013	1,367

Links

DOI · OpenAlex record

Topics

Metaheuristic Optimization Algorithms Research	Computer Science
Advanced Multi-Objective Optimization Algorithms	Computer Science
Evolutionary Algorithms and Applications	Computer Science

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complete

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supports2 author record(s) attached.
supports303 reference(s) recorded.
supportsThe DOI's year agrees with the publication year.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:44+00:00.

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