🌐 Entity

Mathematical optimization

Study of mathematical algorithms for optimization problems

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3 news mentions · 👍 0 likes · 👎 0 dislikes

📌 Topics

Machine Learning (2)
Optimization (1)
Graph Theory (1)
Artificial Intelligence (1)
Optimization Techniques (1)
Performance Metrics (1)
Quantum Computing (1)
Image Compression (1)
Optimization Algorithms (1)

🏷️ Keywords

Optimization (3) · MAP inference (1) · Linear Programming (1) · Graphical Models (1) · Higher-order (1) · Machine Learning (1) · Computer Science (1) · 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)

📖 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 (3)

🇺🇸 Exact MAP inference in general higher-order graphical models using linear programming (2026-03-23)
arXiv:1709.09051v2 Announce Type: replace-cross Abstract: This paper is concerned with the problem of exact MAP inference in general higher-order gra...
🇺🇸 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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