A Lightweight and User-Friendly EoH Framework for LLM-driven Automated Algorithm/Heuristic Design Heuristics are indispensable for tackling complex search and optimization problems. However, manual ...
Rachel Feltman: What is it that turns speech into song? And why did humans start carrying tunes in the first place? Those are questions that scientists are still puzzling out. But some recent studies ...
Abstract: Surrogate-assisted many-objective evolutionary algorithms (SA-MaOEAs) are widely used to address expensive many-objective optimization problems (EMaOPs), in which objective functions are ...
Abstract: Surrogate-assisted evolutionary algorithms (SAEAs) have been successfully employed for expensive optimization. However, most SAEAs are designed for expensive unconstrained optimization, and ...
Comparing single-cell transcriptomic atlases from diverse organisms can elucidate the origins of cellular diversity and assist the annotation of new cell atlases. Yet, comparison between distant ...
We present some currently unused morphogenetic mechanisms from evolutionary biology and guidelines for transfer to evolutionary robotics. (1) DNA patterns providing mutation of mutability, lead to ...
This study investigates how proteins with new biochemical and biological activities arise. Venom toxins are good examples of biochemical novelties because many different kinds of toxins have evolved ...
After millions of games, machine learning algorithms found creative solutions and unexpected new strategies that could transfer to the real world. Programmers at OpenAI, an artificial intelligence ...
Look around you, and you will be stunned by the work of evolution. According to Nobel Laureate Jacques Monod, a strange thing about evolution is that all educated persons think they understand it ...
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