The effects of cultural learning in populations of neural networks

D Curran, C O'Riordan - Artificial Life, 2007 - direct.mit.edu
Population learning can be described as the iterative Darwinian process of fitness-based
selection and genetic transfer of information leading to populations of higher fitness and is …

[HTML][HTML] Cultural learning in a dynamic environment: an analysis of both fitness and diversity in populations of neural network agents

D Curran, C O'Riordan - Journal of Artificial Societies and …, 2007 - jasss.soc.surrey.ac.uk
Evolutionary learning is a learning model that can be described as the iterative Darwinian
process of fitness-based selection and genetic transfer of information leading to populations …

Increasing population diversity through cultural learning

D Curran, C O'Riordan - Adaptive Behavior, 2006 - journals.sagepub.com
A number of learning models are commonly employed in the simulation of social behavior.
These include population learning, lifetime learning and cultural learning. Population …

[PDF][PDF] The Influence of Genetic Algorithms on Learning Possibilities of Artificial Neural Networks. Computers 2022, 11, 70

M Kotyrba, E Volna, H Habiballa, J Czyz - 2022 - academia.edu
The presented research study focuses on demonstrating the learning ability of a neural
network using a genetic algorithm and finding the most suitable neural network topology for …

The influence of genetic algorithms on learning possibilities of artificial neural networks

M Kotyrba, E Volna, H Habiballa, J Czyz - Computers, 2022 - mdpi.com
The presented research study focuses on demonstrating the learning ability of a neural
network using a genetic algorithm and finding the most suitable neural network topology for …

Cultural evolution in a population of neural networks

D Denaro, D Parisi - Neural Nets WIRN VIETRI-96: Proceedings of the 8th …, 1997 - Springer
Genetic algorithms are computational models of die evolution of good solutions to problems
based on the selective reproduction of the best variants and the constant addition of random …

Learning to co-operate using cultural algorithms

RG Reynolds - Simulating Societies, 2018 - taylorfrancis.com
In this chapter an approach to evolutionary programming based upon principles of cultural
evolution is developed. In cultural algorithms evolution takes place at two levels: at a micro …

Cultural evolution in neural networks

D Parisi - IEEE Expert, 1997 - ieeexplore.ieee.org
Examines the interaction between biological inheritance and cultural learning. The author
describes a model in which organisms learn from teachers (or" conspecifics"). Learning in …

Evolving cultural learning parameters in an NK fitness landscape

D Curran, C O'Riordan, H Sorensen - Advances in Artificial Life: 9th …, 2007 - Springer
Cultural learning allows individuals to acquire knowledge from others through non-genetic
means. The effect of cultural learning on the evolution of artificial organisms has been the …

Survival of intelligent agents in changing environments

Š Raudys - International Conference on Artificial Intelligence and …, 2004 - Springer
To analyze adaptation capabilities of individuals and agents in constantly changing
environments, we suggested using of connectionist methodology and the solution of …