Nature

Multi-Objective Optimization Using Evolutionary Algorithms

Multi-objective optimisation using evolutionary algorithms constitutes a powerful computational framework that addresses complex problems involving conflicting objectives. By emulating natural ...
Nature

Evolutionary Algorithms and Optimization Techniques

Evolutionary algorithms (EAs) represent a class of heuristic optimisation methods inspired by natural selection and Mendelian genetics. They iteratively evolve a population of candidate solutions ...
GIGAZINE

Claims that the diffusion model used in image generation AI such as Stable Diffusion is an ...

A generative model called a diffusion model is used in image generation AI such as Stable Diffusion and DALL-E 3. A research team from Harvard University, Tufts University in the United States, and ...
BRIDGE

Sakana AI の脅威的な「進化的アルゴリズム」とは

東京のスタートアップ Sakana AI（サカナエーアイ）が開発した新しい手法 Evolutionary Model Merge は、自然選択のプロセスに着想を得て、既存のモデルの部分を組み合わせることで、より優れた生成モデルを自動的に作成するものだ。 Sakana AI は、2023年8月に その ...