Keyword

evolutionary algorithms

Description: Optimization and search methods inspired by biological evolution, using processes such as selection, mutation, and recombination.

Primary topic: Metaheuristic Optimization Algorithms Research (22%)

Wikidata ID: wiki/Q14489129

OpenAlex ID: keywords/evolutionary-algorithms

Multi-Objective Optimization Using Evolutionary Algorithms

2001 · Kalyanmoy Deb, Deb Kalyanmoy · Andalas University Repository (Andalas University) · 14,912

Differential Evolution: A Practical Approach to Global Optimization

2014 · Kenneth V. Price, Rainer Storn, et al. · 5,724

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

2011 · Joaquín Derrac, Salvador García, et al. · Swarm and Evolutionary Computation · 5,542

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

2010 · Swagatam Das, Ponnuthurai Nagaratnam Suganthan · IEEE Transactions on Evolutionary Computation · 5,299

Evolutionary Algorithms in Theory and Practice

1996 · Thomas Bäck · Oxford University Press eBooks · 5,118

On the performance of artificial bee colony (ABC) algorithm

2007 · D. Karaboga, B. Basturk · Applied Soft Computing · 3,673

Deep neural networks are easily fooled: High confidence predictions for unrecognizable images

2015 · Anh Nguyen, Jason Yosinski, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,257

PDF

Evolving artificial neural networks

1999 · Xin Yao · Proceedings of the IEEE · 2,995

Artificial Intelligence through Simulated Evolution

1966 · Lawrence J. Fogel, Alvin J. Owens, et al. · International Linear Collider · 2,813

Crystal structure prediction via particle-swarm optimization

2010 · Yanchao Wang, Jian Lv, et al. · Physical Review B · 2,754

PDF

Imperialist competitive algorithm: An algorithm for optimization inspired by imperialistic competition

2007 · Esmaeil Atashpaz-Gargari, Caro Lucas · IEEE Congress on Evolutionary Computation (CEC) · 2,740

Evolutionary Algorithms for Solving Multi-Objective Problems

2002 · Carlos A. Coello Coello, David A. Van Veldhuizen, et al. · Genetic algorithms and evolutionary computation · 2,663

Regularized Evolution for Image Classifier Architecture Search

2019 · Real, Esteban, Aggarwal, Alok, et al. · AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 2,650

Crystal structure prediction using ab initio evolutionary techniques: Principles and applications

2006 · Artem R. Oganov, Colin W. Glass · The Journal of Chemical Physics · 2,594

PDF

Evolutionsstrategie : Optimierung technischer Systeme nach Prinzipien der biologischen Evolution

1973 · Ingo Rechenberg · Frommann-Holzboog eBooks · 2,438

A comprehensive survey on support vector machine classification: Applications, challenges and trends

2020 · Jair Cervantes, Farid Garcia-Lamont, et al. · Neurocomputing · 2,378

PDF

Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: a survey of the state of the art

2002 · Carlos A Coello Coello · Computer Methods in Applied Mechanics and Engineering · 2,349

Evolutionary Computation: Towards a New Philosophy of Machine Intelligence

1995 · David B. Fogel · IEEE Press eBooks · 2,280

An Overview of Evolutionary Algorithms in Multiobjective Optimization

1995 · Carlos M. Fonseca, Peter J. Fleming · Evolutionary Computation · 2,268

Learning and optimization using the clonal selection principle

2002 · L.N. de Castro, F.J. Von Zuben · IEEE Transactions on Evolutionary Computation · 2,241

How to Solve It: Modern Heuristics

2000 · Zbigniew Michalewicz, David B. Fogel · Springer eBooks · 2,213

An Overview of Evolutionary Algorithms for Parameter Optimization

1993 · Thomas Bäck, Hans-Paul Schwefel · Evolutionary Computation · 2,111

Parameter control in evolutionary algorithms

1999 · A.E. Eiben, R. Hinterding, et al. · IEEE Transactions on Evolutionary Computation · 1,982

Evolutionary algorithms for multiobjective optimization: methods and applications

1999 · Zitzler, Eckart · 1,974

Progressive Neural Architecture Search

2018 · Chenxi Liu, Barret Zoph, et al. · Lecture notes in computer science · 1,940

Works count: 51,040

Citation count: 743,700