diff --git a/notebooks/magnitude_demonstration.ipynb b/notebooks/magnitude_demonstration.ipynb index 429512c..57311f0 100644 --- a/notebooks/magnitude_demonstration.ipynb +++ b/notebooks/magnitude_demonstration.ipynb @@ -123,7 +123,7 @@ "\n", "print(\"--- Starting tracking and analysis (with correction) ---\")\n", "results = eigenpairtrack(\n", - " A_func, dA_func, (t_start, t_end), t_eval, apply_correction=True\n", + " A_func, dA_func, (t_start, t_end), t_eval, correction_method='ogita_aishima'\n", ")\n", "\n", "if not results.success:\n", @@ -149,7 +149,7 @@ "outputs": [ { "data": { - "image/png": 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" ] diff --git a/notebooks/ogita_aishima_demonstration.ipynb b/notebooks/ogita_aishima_demonstration.ipynb new file mode 100644 index 0000000..e1c3408 --- /dev/null +++ b/notebooks/ogita_aishima_demonstration.ipynb @@ -0,0 +1,273 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e517b739", + "metadata": { + "papermill": { + "duration": 0.003227, + "end_time": "2025-09-06T04:36:20.880808", + "exception": false, + "start_time": "2025-09-06T04:36:20.877581", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Ogita-Aishima Refinement Method Demonstration\n", + "\n", + "This notebook demonstrates the effect of the Ogita-Aishima (OA) iterative refinement method for correcting the trajectory of eigenpairs. We will compare it with the standard matching correction." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "41b3b105", + "metadata": { + "papermill": { + "duration": 3.735106, + "end_time": "2025-09-06T04:36:24.619265", + "exception": false, + "start_time": "2025-09-06T04:36:20.884159", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from eigenpairflow import eigenpairtrack" + ] + }, + { + "cell_type": "markdown", + "id": "774f084f", + "metadata": { + "papermill": { + "duration": 0.00227, + "end_time": "2025-09-06T04:36:24.624221", + "exception": false, + "start_time": "2025-09-06T04:36:24.621951", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Problem Setup\n", + "\n", + "We will set up a problem with clustered eigenvalues to highlight the strength of the Ogita-Aishima method." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "17a4e3c7", + "metadata": { + "papermill": { + "duration": 0.011295, + "end_time": "2025-09-06T04:36:24.637669", + "exception": false, + "start_time": "2025-09-06T04:36:24.626374", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "n = 5\n", + "D_diag = np.array([1.0, 1.0 + 1e-6, 3.0, 4.0, 5.0])\n", + "A_base = np.diag(D_diag)\n", + "\n", + "# A time-dependent perturbation\n", + "np.random.seed(42) # for reproducibility\n", + "P = np.random.rand(n, n)\n", + "P = (P + P.T) / 2\n", + "\n", + "def A_func(t):\n", + " return A_base + t * P\n", + "\n", + "def dA_func(t):\n", + " return P\n", + "\n", + "t_start, t_end = 0.0, 0.1\n", + "t_eval = np.linspace(t_start, t_end, 100)" + ] + }, + { + "cell_type": "markdown", + "id": "00d06f85", + "metadata": { + "papermill": { + "duration": 0.002201, + "end_time": "2025-09-06T04:36:24.642176", + "exception": false, + "start_time": "2025-09-06T04:36:24.639975", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Run Tracking with Standard Matching Correction" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "77fbe841", + "metadata": { + "papermill": { + "duration": 0.315362, + "end_time": "2025-09-06T04:36:24.959828", + "exception": false, + "start_time": "2025-09-06T04:36:24.644466", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "results_matching = eigenpairtrack(\n", + " A_func,\n", + " dA_func,\n", + " (t_start, t_end),\n", + " t_eval,\n", + " correction_method='matching'\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "38a5b764", + "metadata": { + "papermill": { + "duration": 0.002371, + "end_time": "2025-09-06T04:36:24.964855", + "exception": false, + "start_time": "2025-09-06T04:36:24.962484", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Run Tracking with Ogita-Aishima Correction" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ca56d082", + "metadata": { + "papermill": { + "duration": 0.312181, + "end_time": "2025-09-06T04:36:25.279463", + "exception": false, + "start_time": "2025-09-06T04:36:24.967282", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "results_oa = eigenpairtrack(\n", + " A_func,\n", + " dA_func,\n", + " (t_start, t_end),\n", + " t_eval,\n", + " correction_method='ogita_aishima'\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "76779c85", + "metadata": { + "papermill": { + "duration": 0.002732, + "end_time": "2025-09-06T04:36:25.284958", + "exception": false, + "start_time": "2025-09-06T04:36:25.282226", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Compare Norm Errors\n", + "\n", + "We plot the Frobenius norm of the error `||A(t) - Q(t)D(t)Q(t)^T||` for both methods. A smaller error indicates a more accurate decomposition." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "65f8cef8", + "metadata": { + "papermill": { + "duration": 0.693541, + "end_time": "2025-09-06T04:36:25.980831", + "exception": false, + "start_time": "2025-09-06T04:36:25.287290", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12, 7))\n", + "plt.plot(results_matching.t_eval, results_matching.norm_errors, label='Matching Correction', marker='o', linestyle='--')\n", + "plt.plot(results_oa.t_eval, results_oa.norm_errors, label='Ogita-Aishima Correction', marker='x', linestyle='-')\n", + "plt.yscale('log')\n", + "plt.xlabel('Time (t)')\n", + "plt.ylabel('Norm Error (log scale)')\n", + "plt.title('Comparison of Correction Methods for a Matrix with Clustered Eigenvalues')\n", + "plt.legend()\n", + "plt.grid(True, which=\"both\", linestyle='--')\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "eigenpairflow", + "language": "python", + "name": "eigenpairflow" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + }, + "papermill": { + "default_parameters": {}, + "duration": 8.837506, + "end_time": "2025-09-06T04:36:26.408277", + "environment_variables": {}, + "exception": null, + "input_path": "notebooks/ogita_aishima_demonstration.ipynb", + "output_path": "notebooks/ogita_aishima_demonstration.ipynb", + "parameters": {}, + "start_time": "2025-09-06T04:36:17.570771", + "version": "2.6.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/eigenpairflow/correction.py b/src/eigenpairflow/correction.py index ffad862..a9698bc 100644 --- a/src/eigenpairflow/correction.py +++ b/src/eigenpairflow/correction.py @@ -56,44 +56,122 @@ def match_decompositions( return matched_eigvals, matched_eigvecs -def correct_trajectory(A_func, t_eval, Qs_ode, Lambdas_ode): +def correct_trajectory(A_func, t_eval, Qs_ode, Lambdas_ode, method="matching"): """ - ODEソルバーで追跡した固有値分解を、各時刻で正確に計算した分解に事後補正する。 - ODE結果をガイドとして、正確な分解を並べ替え・符号合わせする。 + Corrects the eigenvalue decomposition trajectory from an ODE solver. + + Depending on the specified method, this function either matches the ODE + results to a freshly computed decomposition or uses the Ogita-Aishima + iterative refinement method. Args: - A_func (callable): 時刻 t を受け取り、真の行列 A(t) を返す関数。 - t_eval (np.ndarray): 評価時刻の1D配列。 - Qs_ode (list of np.ndarray): ODEソルバーから得られた固有ベクトル行列のリスト。 - Lambdas_ode (list of np.ndarray): ODEソルバーから得られた対角固有値行列のリスト。 + A_func (callable): Function that returns the true matrix A(t). + t_eval (np.ndarray): Array of time points for evaluation. + Qs_ode (list of np.ndarray): List of eigenvector matrices from the ODE solver. + Lambdas_ode (list of np.ndarray): List of diagonal eigenvalue matrices from the ODE solver. + method (str): The correction method to use. + 'matching': Re-calculates the decomposition and matches it. + 'ogita_aishima': Refines the ODE result using the Ogita-Aishima method. Returns: tuple[list[np.ndarray], list[np.ndarray]]: - - corrected_Qs: 補正された固有ベクトル行列のリスト。 - - corrected_Lambdas: 補正された対角固有値行列のリスト。 + - corrected_Qs: List of corrected eigenvector matrices. + - corrected_Lambdas: List of corrected diagonal eigenvalue matrices. """ corrected_Qs = [] corrected_Lambdas = [] for i, t in enumerate(t_eval): - # 1. その時刻における真の行列 A_t を計算 A_t = A_func(t) - # 2. A_t の正確な固有値分解を計算 - exact_eigvals, exact_eigvecs = scipy.linalg.eigh(A_t) + if method == "matching": + exact_eigvals, exact_eigvecs = scipy.linalg.eigh(A_t) + predicted_eigvals = np.diag(Lambdas_ode[i]) + predicted_eigvecs = Qs_ode[i] + matched_eigvals, matched_eigvecs = match_decompositions( + predicted_eigvals, predicted_eigvecs, exact_eigvals, exact_eigvecs + ) + corrected_Qs.append(matched_eigvecs) + corrected_Lambdas.append(np.diag(matched_eigvals)) + + elif method == "ogita_aishima": + X_hat = Qs_ode[i] + X_refined, D_refined = ogita_aishima_refinement(A_t, X_hat) + corrected_Qs.append(X_refined) + corrected_Lambdas.append(D_refined) + + else: + raise ValueError(f"Unknown correction method: {method}") + + return corrected_Qs, corrected_Lambdas - # 3. match_decompositions を用いて、正確な分解をODE結果にマッチさせる - # ODE結果を「予測」、正確な計算を「正確」として渡す - # Lambdas_ode は対角行列なので、固有値を取り出す - predicted_eigvals = np.diag(Lambdas_ode[i]) - predicted_eigvecs = Qs_ode[i] - matched_eigvals, matched_eigvecs = match_decompositions( - predicted_eigvals, predicted_eigvecs, exact_eigvals, exact_eigvecs - ) +def ogita_aishima_refinement(A, X_hat, max_iter=10, tol=1e-12, rho=1.0): + """ + Refines a given approximate eigenvector matrix using the Ogita-Aishima method. + This implementation is vectorized for performance. - # 4. 補正結果をリストに追加 - corrected_Qs.append(matched_eigvecs) - corrected_Lambdas.append(np.diag(matched_eigvals)) # 対角行列に戻す + Args: + A (np.ndarray): The target real symmetric matrix. + X_hat (np.ndarray): The approximate eigenvector matrix. + max_iter (int): Maximum number of iterations. + tol (float): Tolerance for convergence. + rho (float): Parameter to determine if eigenvalues are clustered. - return corrected_Qs, corrected_Lambdas + Returns: + tuple[np.ndarray, np.ndarray]: + - X_new: The refined eigenvector matrix. + - D_new: A diagonal matrix containing the refined eigenvalues. + """ + n = A.shape[0] + Id = np.eye(n) + X_new = X_hat.copy() + + for _ in range(max_iter): + # 1. Calculate residual matrices + R = Id - X_new.T @ X_new + S = X_new.T @ A @ X_new + + # 2. Calculate approximate eigenvalues + r_ii = np.diag(R) + s_ii = np.diag(S) + lambda_tilde = s_ii / (1 - r_ii + 1e-15) + + # 3. Calculate the correction matrix E_tilde (vectorized) + s_off_diag = S - np.diag(s_ii) + delta = rho * np.max(np.abs(s_off_diag)) + + # Differences between all pairs of eigenvalues + lambda_diffs = lambda_tilde[np.newaxis, :] - lambda_tilde[:, np.newaxis] + + # Mask for distinct eigenvalues (avoiding the diagonal) + distinct_mask = np.abs(lambda_diffs) > delta + np.fill_diagonal(distinct_mask, False) + + # Numerator for the distinct case update: s_ij + lambda_j * r_ij + numerator = S + R * lambda_tilde[np.newaxis, :] + + # Denominator, with a safe value where the mask is false to avoid division by zero + denominator = np.where(distinct_mask, lambda_diffs, 1.0) + + # Calculate E_tilde using np.where for conditional logic + E_tilde = np.where(distinct_mask, numerator / denominator, R / 2.0) + + # Set diagonal elements + np.fill_diagonal(E_tilde, r_ii / 2.0) + + # 4. Update the solution + X_new = X_new @ (Id + E_tilde) + + # 5. Check for convergence + if np.linalg.norm(E_tilde) < tol: + break + + # Final calculation of eigenvalues and sorting + S_final = X_new.T @ A @ X_new + final_eigvals = np.diag(S_final) + sort_indices = np.argsort(final_eigvals) + D_new = np.diag(final_eigvals[sort_indices]) + X_new = X_new[:, sort_indices] + + return X_new, D_new diff --git a/src/eigenpairflow/tracking.py b/src/eigenpairflow/tracking.py index 751df2d..06907a8 100644 --- a/src/eigenpairflow/tracking.py +++ b/src/eigenpairflow/tracking.py @@ -50,7 +50,7 @@ def eigenpairtrack( t_eval, matrix_type="symmetric", method="eigh", - apply_correction=True, + correction_method="matching", rtol=1e-13, atol=1e-12, ): @@ -67,7 +67,10 @@ def eigenpairtrack( t_eval (np.ndarray): Array of time points to evaluate the results. matrix_type (str): The type of the matrix. Currently only "symmetric" is supported. method (str): The decomposition method. Currently only "eigh" is supported. - apply_correction (bool): Whether to apply post-hoc trajectory correction. Defaults to True. + correction_method (str or None): The correction method to apply. + 'matching': Re-calculates and matches. + 'ogita_aishima': Uses iterative refinement. + None: No correction is applied. rtol (float): Relative tolerance for the ODE solver. atol (float): Absolute tolerance for the ODE solver. @@ -102,11 +105,13 @@ def eigenpairtrack( ) # --- Post-processing (correction and error calculation) --- - if apply_correction: + if correction_method: try: - Qs, Lambdas = correct_trajectory(A_func, sol.t, Qs, Lambdas) + Qs, Lambdas = correct_trajectory( + A_func, sol.t, Qs, Lambdas, method=correction_method + ) except Exception as e: - message += f" | Correction failed: {e}" + message += f" | Correction failed with method '{correction_method}': {e}" # Calculate the final norm errors norm_errors = [] diff --git a/test/test_analytical.py b/test/test_analytical.py index 30f0dcd..067c42e 100644 --- a/test/test_analytical.py +++ b/test/test_analytical.py @@ -104,7 +104,7 @@ def dA_func(t): t_eval, matrix_type="symmetric", method="eigh", - apply_correction=False, + correction_method=None, ) assert results_numerical.success diff --git a/test/test_correction.py b/test/test_correction.py new file mode 100644 index 0000000..6dacd5a --- /dev/null +++ b/test/test_correction.py @@ -0,0 +1,51 @@ +import numpy as np +import scipy.linalg +from eigenpairflow.correction import ogita_aishima_refinement + + +def test_ogita_aishima_refinement_simple(): + # Create a random symmetric matrix + n = 5 + A = np.random.rand(n, n) + A = (A + A.T) / 2 + + # Get the exact solution + exact_eigvals, exact_eigvecs = scipy.linalg.eigh(A) + + # Create a perturbed initial guess + X_hat = exact_eigvecs + np.random.rand(n, n) * 0.1 + + # Refine the solution + X_refined, D_refined = ogita_aishima_refinement(A, X_hat) + + # Check if the refined solution is closer to the exact solution + initial_error = np.linalg.norm(X_hat - exact_eigvecs) + refined_error = np.linalg.norm(X_refined - exact_eigvecs) + + assert refined_error < initial_error + + +def test_ogita_aishima_refinement_clustered(): + # Create a symmetric matrix with clustered eigenvalues + n = 5 + A = np.diag([1.0, 1.0 + 1e-9, 3.0, 4.0, 5.0]) + + # Add some off-diagonal noise + noise = np.random.rand(n, n) * 1e-12 + noise = (noise + noise.T) / 2 + A = A + noise + + # Get the exact solution + exact_eigvals, exact_eigvecs = scipy.linalg.eigh(A) + + # Create a perturbed initial guess + X_hat = exact_eigvecs + np.random.rand(n, n) * 0.1 + + # Refine the solution + X_refined, D_refined = ogita_aishima_refinement(A, X_hat) + + # Check if the refined solution is closer to the exact solution + initial_error = np.linalg.norm(X_hat - exact_eigvecs) + refined_error = np.linalg.norm(X_refined - exact_eigvecs) + + assert refined_error < initial_error diff --git a/test/test_main_function.py b/test/test_main_function.py index 94706e9..fc904c3 100644 --- a/test/test_main_function.py +++ b/test/test_main_function.py @@ -32,7 +32,7 @@ def dA_func(t): t_eval, matrix_type="symmetric", method="eigh", - apply_correction=True, + correction_method="matching", ) # 4. Assert that the function ran successfully diff --git a/test/test_results_interface.py b/test/test_results_interface.py index 7ef7563..2e85cc1 100644 --- a/test/test_results_interface.py +++ b/test/test_results_interface.py @@ -63,7 +63,7 @@ def dA_func(t): t_eval, matrix_type="symmetric", method="eigh", - apply_correction=False, + correction_method=None, ) assert results.success