Evolutionary algorithm

A new optimizer using particle swarm theory

R.C. Eberhart, James Kennedy

Citations: 14853 • 2002

Genetic Programming: On the Programming of Computers by Means of Natural Selection

John R. Koza

Citations: 13277 • 1992

Tackling Real-Coded Genetic Algorithms: Operators and Tools for Behavioural Analysis

Francisco Herrera, Manuel Lozano, José Luís Verdegay

Citations: 1137 • 1998

Neuroevolution: from architectures to learning

Dario Floreano, Peter Dürr, Claudio Mattiussi

Citations: 731 • 2008

Evolutionary algorithms in control systems engineering: a survey

P.J. Fleming, Robin C. Purshouse

Citations: 617 • 2002

Quality Diversity: A New Frontier for Evolutionary Computation

Justin K. Pugh, L. B. Soros, Kenneth O. Stanley

Citations: 482 • 2016

An improved epsilon constraint-handling method in MOEA/D for CMOPs with large infeasible regions

Zhun Fan, Wenji Li, Xinye Cai, Han Huang, Yi Fang, Yugen You, Jiajie Mo, Cai-Min Wei, Erik D. Goodman

Citations: 415 • 2019

Mobile robot path planning using membrane evolutionary artificial potential field

Ulises Orozco-Rosas, Oscar Montiel, Roberto Sepúlveda

Citations: 412 • 2019

Adaptive evolutionary planner/navigator for mobile robots

Jing Xiao, Zbigniew Michalewicz, Lixin Zhang, Krzysztof Trojanowski

Citations: 405 • 1997

Evolutionary artificial potential fields and their application in real time robot path planning

Prahlad Vadakkepat, Kay Chen Tan, Wang Ming-Liang

Citations: 344 • 2002

Automatic Creation of an Autonomous Agent: Genetic Evolution of a Neural Network Driven Robot

Dario Floreano, Francesco Mondada

Citations: 305 • 1994

Hierarchical genetic algorithms operating on populations of computer programs

John R. Koza

Citations: 294 • 1989

Mobile robot path planning using artificial bee colony and evolutionary programming

Marco A. Contreras-Cruz, Víctor Ayala-Ramírez, Uriel H. Hernandez-Belmonte

Citations: 293 • 2015

Evolutionary Robotics: A New Scientific Tool for Studying Cognition

Inman Harvey, Ezequiel A. Di Paolo, Rachel Wood, Matt Quinn, Elio Tuci

Citations: 290 • 2005

Evolutionary Dynamics of Multi-Agent Learning: A Survey

Daan Bloembergen, Karl Tuyls, Daniel Hennes, Michael Kaisers

Citations: 287 • 2015

Embodied Evolution: Distributing an evolutionary algorithm in a population of robots

Richard A. Watson, Sevan G. Ficici, Jordan Pollack

Citations: 270 • 2002

The Transferability Approach: Crossing the Reality Gap in Evolutionary Robotics

Sylvain Koos, Stéphane Doncieux

Citations: 263 • 2012

Fitness functions in evolutionary robotics: A survey and analysis

Andrew Nelson, Gregory J. Barlow, Lefteris Doitsidis

Citations: 260 • 2008

Encouraging Behavioral Diversity in Evolutionary Robotics: An Empirical Study

Jean-Baptiste Mouret, Stéphane Doncieux

Citations: 254 • 2011

Evolutionary robots with on-line self-organization and behavioral fitness

Dario Floreano, Joseba Urzelai

Citations: 247 • 2000