We aim to showcase the effectiveness of GPU-based massively parallel environments for large-scale combinatorial optimization (CO) problems ... RL methods require many high-quality samples from the ...

QUBO is an acronym for Quadratic Unconstrained Binary Optimization, a notorious family of Combinatorial Optimization problems ... methods such as Simulated Annealing and Parallel Tempering.

Parallel Systems and Genesee & Wyoming short line Heart of Georgia Railroad this week began the first phase of testing of ...

The problem with making history the handmaiden of moral examples is that history is always liable to dish up an equal number of counterexamples. After all, it was the ancient Indian political ...

The Abu Dhabi Autonomous Racing League will return bigger than ever for an enthralling second season with a huge prize pool on offer to the victor. A2RL is an AI-driven racing league in which ...

An example of dependent events is a company's stock price increasing after the company reports higher-than-expected earnings. If events are independent, then the probability of event B occurring ...

Abstract: An imbalanced classification problem is one in which the distribution of instances ... This article introduces a self-contained multiple-search approach for parallel metaheuristics that may ...

In order to improve the speed of the algorithm, a parallel version of the layout construction was proposed and it was applied to a simulated annealing algorithm used to solve bin packing problems.

Parallel connectome trajectories unfold asynchronously across timescales, sustaining a multiplex of functionally distinct brain networks operating at different speeds.

This means the motor didn’t push hard enough to carry EOS-09 into its correct orbit. The exact cause is still under investigation, but here are six possible reasons, explained with simple examples: ...