Overview: Algorithm selection is an engineering decision: the wrong choice can freeze a system at scale, regardless of ...

Abstract: Large-scale optimization problems that involve thousands of decision variables have extensively arisen from various industrial areas. As a powerful optimization tool for many real-world ...

Abstract: Cooperative coevolutionary (CC) algorithms decompose a problem into several subcomponents and optimize them separately. Such a divide-and-conquer strategy makes CC algorithms potentially ...

In computer science, the research area of algorithms investigates formal procedures for solving computational problems, emphasizing correctness, efficiency, and resource optimization. It encompasses ...

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👉 Pram is a multimodal language model (MLM)-powered framework for solving multi-commodity flow (MCF) problems, accepted by ICLR '26. By leveraging the mathematical reasoning ability of MLMs, Pram ...

My research has largely been in the interaction of Algorithms and Programming Languages, much of it in the area of parallel computing. Here are some of the more recent topics I have worked on with my ...

Albertans, who consider themselves Ottawa’s ‘cash cows,’ don’t think about the consequences of their possible secession. They should understand the province’s rich oil reserves make it a highly ...

LinkedIn’s Karthik Ramgopal and Prince Valluri discuss leveraging AI as a new execution model for large-scale engineering.