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Mathematical optimization

Study of mathematical algorithms for optimization problems

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2 news mentions · 👍 0 likes · 👎 0 dislikes

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Machine Learning (1)
Artificial Intelligence (1)
Optimization Techniques (1)
Performance Metrics (1)
Quantum Computing (1)
Image Compression (1)
Optimization Algorithms (1)

🏷️ Keywords

Optimization (2) · Pass@k (1) · Pass@1 (1) · Large Language Models (1) · Prompt Interference (1) · Gradient Conflict (1) · Mathematical Reasoning (1) · Verifiable Tasks (1) · Quantum Walk (1) · JPEG Compression (1) · Image Processing (1) · Quantization (1) · Image Quality (1) · Compression Efficiency (1) · arXiv Research (1)

📖 Key Information

Mathematical optimization (alternatively spelled optimisation) or mathematical programming is the selection of a best element, with regard to some criteria, from some set of available alternatives. It is generally divided into two subfields: discrete optimization and continuous optimization. Optimization problems arise in all quantitative disciplines from computer science and engineering to operations research and economics, and the development of solution methods has been of interest in mathematics for centuries.

📰 Related News (2)

🇺🇸 Why Pass@k Optimization Can Degrade Pass@1: Prompt Interference in LLM Post-training (2026-02-25)
arXiv:2602.21189v1 Announce Type: cross Abstract: Pass@k is a widely used performance metric for verifiable large language model tasks, including mat...
🇺🇸 Quantum walk inspired JPEG compression of images (2026-02-16)
arXiv:2602.12306v1 Announce Type: cross Abstract: This work proposes a quantum inspired adaptive quantization framework that enhances the classical J...

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People and organizations frequently mentioned alongside Mathematical optimization:

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Large language model · 1 shared articles
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Quantization · 1 shared articles
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Digital image processing · 1 shared articles