In the lower part of the figure, it can be seen that L2O leverages on a set of training problem instances from the target optimization problem class to gain knowledge. This knowledge can help identify ...

Computer vision tries to replicate human perception and associated brain functions to acquire, process, analyze, understand, and then act on an image. But replicating this process is extremely ...

Algorithm design and analysis is fundamental to all areas of computer science and gives a rigorous framework for the study optimization. This course provides an introduction to algorithm design ...

We are entering an era in aerospace engineering that demands rapid innovation and reductions in the time and cost of design and development. The use of sophisticated digital models and powerful ...

Designing a home based on sophisticated computer programming seems like something out of science fiction, but that’s exactly what Cover has to offer. Naturally, the idea of outsourcing aesthetic and ...

This is an advanced undergraduate course on algorithms. This course examines such topics as greedy algorithms, dynamic programming, graph algorithms, string processing, and algorithms for ...

Computer scientists have written a network flow algorithm that computes almost as fast as is mathematically possible. This algorithm computes the maximum traffic flow with minimum transport costs for ...

A team of computer scientists has come up with a dramatically faster algorithm for one of the oldest problems in computer science: maximum flow. The problem asks how much material can flow through a ...