Function adaptive_decomposition 

pub fn adaptive_decomposition<F>(
    matrix: &ArrayView2<'_, F>,
    config: &ScalableConfig,
) -> LinalgResult<AdaptiveResult<F>>
where
    F: Float + NumAssign + Zero + One + Sum + ScalarOperand + Send + Sync + 'static,

Adaptive algorithm selection based on matrix aspect ratio

This function automatically selects the most appropriate algorithm based on the matrix dimensions and configuration, providing detailed performance analytics and optimization recommendations.

Arguments

• matrix - Input matrix
• config - Configuration parameters

Returns

• Comprehensive adaptive decomposition result with performance metrics

Examples

use scirs2_core::ndarray::Array2;
use scirs2_linalg::scalable::{adaptive_decomposition, ScalableConfig, AspectRatio};

// Tall matrix - should select TSQR
let tallmatrix = Array2::from_shape_fn((500, 20), |(i, j)| {
    (i + j + 1) as f64
});

let config = ScalableConfig::default();
let result = adaptive_decomposition(&tallmatrix.view(), &config).unwrap();
assert_eq!(result.aspect_ratio, AspectRatio::TallSkinny);