论文标题
在协同进化下的鲍德温效应上
On the Baldwin Effect under Coevolution
论文作者
论文摘要
长期以来已经建立了学习与进化之间的潜在有益的相互作用,即鲍德温效应。本文考虑了它们在共同进化的情况下的相互作用,即一种物种的适应通常会影响他人的适应性。使用NKCS模型,该模型可以系统地探索适应性景观大小,坚固度和耦合程度的影响,它显示了学习量和相对进化率如何改变行为。
The potentially beneficial interaction between learning and evolution, the Baldwin effect, has long been established. This paper considers their interaction within a coevolutionary scenario, ie, where the adaptations of one species typically affects the fitness of others. Using the NKCS model, which allows the systematic exploration of the effects of fitness landscape size, ruggedness, and degree of coupling, it is shown how the amount of learning and the relative rate of evolution can alter behaviour.