2010年7月7日 · Though based on abstractions of nature, current evolutionary algorithms and artificial life models lack the drive to complexity characteristic of natural evolution. Thus this …

Here I will take the opportunity to offer some general ideas about idealization, abstraction, and the relations between them, emphasizing applications to evolutionary theory. Download to read …

2025年1月16日 · More than 3 billion years of evolution have produced an image of biology encoded into the space of natural proteins. Here, we show that language models trained at …

2021年1月18日 · With algorithmic improvements and increasing computing resources, evolutionary computation has discovered creative and innovative solutions to challenging …

2020年11月16日 · We present the neural Harvard computer, a memory-augmented network-based architecture that employs abstraction by decoupling algorithmic operations from data …

2024年10月3日 · Abstract: In a convergence of machine learning and biology, we reveal that diffusion models are evolutionary algorithms. By considering evolution as a denoising process …

idealization and abstraction, there is not much consensus on what these things are, and what exactly they achieve. Here I will take the opportunity to offer some general ideas about …

2021年9月26日 · We introduce the concept of an abstract evolution system, which provides a convenient framework for studying generic mathematical structures and their properties. …

2022年8月1日 · We propose modifications to the design of the genome structure of the evolutionary model and the grammar syntax to facilitate representation of abstractions in …

Evolution is a highly complex multilevel process and mathematical modeling of evolutionary phenomenon requires proper abstraction and radical reduction to essential features. Examples …