An Overview of Evolutionary Algorithms for Parameter Optimization

Genetic algorithms in search, optimization, and machine learning

1989 • 49,726 citations

Adaptation in natural and artificial systems

1975 • 36,178 citations

Genetic Algorithms + Data Structures = Evolution Programs

1992 • 11,764 citations

Handbook of Genetic Algorithms

1991 • 7,451 citations

An analysis of the behavior of a class of genetic adaptive systems.

1975 • 3,852 citations

Artificial Intelligence through Simulated Evolution

1966 • 2,850 citations

Optimization of Control Parameters for Genetic Algorithms

1986 • 2,813 citations

Evolutionsstrategie : Optimierung technischer Systeme nach Prinzipien der biologischen Evolution

1973 • 2,491 citations

Uniform crossover in genetic algorithms

1989 • 1,927 citations

Genetic Algorithms and Simulated Annealing

1987 • 1,783 citations

Numerical optimization of computer models

1982 • 1,668 citations

An introduction to simulated evolutionary optimization

1994 • 1,521 citations

Outline for a Logical Theory of Adaptive Systems

1962 • 1,087 citations

The GENITOR Algorithm and Selection Pressure: Why Rank-Based Allocation of Reproductive Trials is Best

1989 • 1,006 citations

A study of control parameters affecting online performance of genetic algorithms for function optimization

1989 • 876 citations

Numerische Optimierung von Computer-Modellen mittels der Evolutionsstrategie

1977 • 718 citations

A Connectionist Machine for Genetic Hillclimbing

1987 • 711 citations

A variant of evolution strategies for vector optimization

2006 • 597 citations

Biases in the crossover landscape

1989 • 364 citations

System Identification through Simulated Evolution: A Machine Learning Approach to Modeling

1991 • 316 citations

Simple Genetic Algorithms and the Minimal, Deceptive Problem

1987 • 306 citations

Evolving artificial intelligence

1992 • 291 citations

Massive Multimodality, Deception, and Genetic Algorithms.

1992 • 258 citations

Comparing genetic operators with gaussian mutations in simulated evolutionary processes using linear systems

1990 • 240 citations

Extended Selection Mechanisms in Genetic Algorithms.

1991 • 217 citations

The Artificial Life Roots of Artificial Intelligence

1993 • 217 citations

Are Genetic Algorithms Function Optimizers

1992 • 131 citations

Notes on the simulation of evolution

1994 • 96 citations

A neural network model for the prediction of membrane‐spanning amino acid sequences

1994 • 46 citations

Combinations of simulation and Evolutionary Algorithms in management science and economics

1994 • 35 citations

Representation and hidden bias II: eliminating defining length bias in genetic search via shuffle crossover

1989 • 29 citations

Explanations of Empirically Derived Reactive Plans

1990 • 20 citations

Parallel problem solving from nature, 2: Proceedings of the Second Conference on parallel problem solving from nature

1993 • 19 citations

Evolutionäre Algorithmen — ein robustes Optimierkonzept

1994 • 7 citations

Walsh Functions, Schema Variance, and Deception

1992 • 6 citations