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 ...
Large-scale systems rely on heuristics to tackle NP-hard problems such as traffic engineering, virtual machine placement, and packet scheduling. While these heuristics are efficient, they can exhibit ...
Ben Ofiri, CEO and Co-founder of Komodor, helps companies confidently operate and troubleshoot cloud native infrastructure with AI SRE. A platform team reduces CPU requests by 20% across 1,000 ...
Deepak Mittal is the CEO of CloudKeeper, a global FinOps and cloud cost optimization company helping businesses scale efficiently on cloud. Global IT spending has crossed the multitrillion-dollar mark ...
Abstract: The 0-1 Knapsack Problem (KP) and Bin Packing Problem (BPP) are NP-hard combinatorial optimization challenges often tackled using metaheuristics. Both problems have prominent utilization in ...
Abstract: The bin packing problem (BPP) has attracted enthusiastic research interest recently, owing to its widespread applications in logistics and warehousing environments. It is truly essential to ...
We present DocLayout-YOLO, a real-time and robust layout detection model for diverse documents, based on YOLO-v10. This model is enriched with diversified document pre-training and structural ...
(1) Renan F. F. da Silva, Institute of Computing, University of Campinas; (2) Yulle G. F. Borges, Institute of Computing, University of Campinas; (3) Rafael C. S ...