Tag

Combinatorial Optimization

All articles tagged with #combinatorial optimization

Microsoft's Analog Optical Computer Boosts AI and Optimization

Originally Published 4 months ago — by Nature

Featured image for Microsoft's Analog Optical Computer Boosts AI and Optimization
Source: Nature

The article introduces the analog optical computer (AOC), a novel hardware platform that combines optical and electronic components to efficiently perform AI inference and combinatorial optimization tasks through fixed-point iterative processes, promising significant improvements in speed and energy efficiency over digital systems.

"Surprising Study Reveals Monkeys' Impressive Decision-Making Skills"

Originally Published 2 years ago — by Neuroscience News

Featured image for "Surprising Study Reveals Monkeys' Impressive Decision-Making Skills"
Source: Neuroscience News

A new study published in Nature Neuroscience shows that monkeys are capable of complex decision-making by considering costs, consequences, and constraints. The study is the first to show that monkeys can think deeply about a problem and find optimal outcomes rather than impulsively reaching for the first available option. By presenting monkeys with combinatorial optimization problems, researchers showed that monkeys employed sophisticated mathematical reasoning and used efficient computational algorithms to tackle complex problems.