Why AI Struggles with Practical Optimization Problems

Traditional AI models face significant challenges in practical optimization settings due to their inherent design limitations. These challenges often stem from their inability to efficiently process high-dimensional data, handle noisy or sparse datasets, and adapt to complex problem structures. As…