Exploring adaptive agency II: simulating the evolution of associative learning
Proceedings of the first international conference on simulation of adaptive behavior on From animals to animats
When Both Individuals and Populations Search: Adding Simple Learning to the Genetic Algorithm
Proceedings of the 3rd International Conference on Genetic Algorithms
Lamarckian Evolution, The Baldwin Effect and Function Optimization
PPSN III Proceedings of the International Conference on Evolutionary Computation. The Third Conference on Parallel Problem Solving from Nature: Parallel Problem Solving from Nature
The Creatures global digital ecosystem
Artificial Life
Artificial Life
Autonomous Robots
Reinforced Genetic Programming
Genetic Programming and Evolvable Machines
How Symbiosis Can Guide Evolution
ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life
Genetic Algorithms in Machine Learning
Machine Learning and Its Applications, Advanced Lectures
Evolving robots able to integrate sensory-motor information over time
Biologically inspired robot behavior engineering
Advances in evolutionary computing
Development and the Baldwin effect
Artificial Life
Evolution of Adaptive Synapses: Robots with Fast Adaptive Behavior in New Environments
Evolutionary Computation
Active Vision and Receptive Field Development in Evolutionary Robots
Evolutionary Computation
The Baldwin effect under spatial isolation and autonomous reproduction
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Evolution of Valence Systems in an Unstable Environment
SAB '08 Proceedings of the 10th international conference on Simulation of Adaptive Behavior: From Animals to Animats
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
An unorthodox introduction to Memetic Algorithms
ACM SIGEVOlution
The baldwin effect in developing neural networks
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Intelligent Data Analysis - Artificial Intelligence
Imitation tendencies of local search schemes in baldwinian evolution
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Discrimination learning guided by instinct
International Journal of Hybrid Intelligent Systems
Hi-index | 0.00 |
The evolution of a population can be guided by phenotypic traits acquired by members of that population during their lifetime. This phenomenon, known as the Baldwin effect, can speed the evolutionary process as traits that are initially acquired become genetically specified in later generations. This paper presents conditions under which this genetic assimilation can take place. As well as the benefits that lifetime adaptation can give a population, there may be a cost to be paid for that adaptive ability. It is the evolutionary trade-off between these costs and benefits that provides the selection pressure for acquired traits to become genetically specified. It is also noted that genotypic space, in which evolution operates, and phenotypic space, in which adaptive processes (such as learning) operate, are, in general, of a different nature. To guarantee that an acquired characteristic can become genetically specified, these spaces must have the property of neighborhood correlation, which means that a small distance between two individuals in phenotypic space implies that there is a small distance between the same two individuals in genotypic space.