{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 3a: Simple Optimization\n" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "nbsphinx-toctree" ] }, "source": [ "### June 2024" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial shows how to optimize optical systems in Optiland. In this example, we will optimize a singlet." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:32.120119Z", "iopub.status.busy": "2026-03-24T10:21:32.119307Z", "iopub.status.idle": "2026-03-24T10:21:46.389243Z", "shell.execute_reply": "2026-03-24T10:21:46.381366Z" } }, "outputs": [], "source": [ "import numpy as np\n", "\n", "from optiland import analysis, optic, optimization, wavefront" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We first define a simple singlet. We will make it double convex and will define a few fields and wavelengths." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:46.413213Z", "iopub.status.busy": "2026-03-24T10:21:46.408515Z", "iopub.status.idle": "2026-03-24T10:21:46.565520Z", "shell.execute_reply": "2026-03-24T10:21:46.559132Z" } }, "outputs": [], "source": [ "lens = optic.Optic()\n", "\n", "# add surfaces\n", "lens.surfaces.add(index=0, thickness=np.inf)\n", "lens.surfaces.add(index=1, thickness=5, radius=100, is_stop=True, material=\"N-SF11\")\n", "lens.surfaces.add(index=2, thickness=59, radius=-1000)\n", "lens.surfaces.add(index=3)\n", "\n", "# add aperture\n", "lens.set_aperture(aperture_type=\"EPD\", value=25)\n", "\n", "# add field\n", "lens.fields.set_type(field_type=\"angle\")\n", "lens.fields.add(y=0.0)\n", "lens.fields.add(y=0.7)\n", "lens.fields.add(y=1.0)\n", "\n", "# add wavelength\n", "lens.wavelengths.add(value=0.4861)\n", "lens.wavelengths.add(value=0.5876, is_primary=True)\n", "lens.wavelengths.add(value=0.6563)\n", "\n", "lens.update_paraxial()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:46.589566Z", "iopub.status.busy": "2026-03-24T10:21:46.587035Z", "iopub.status.idle": "2026-03-24T10:21:47.536658Z", "shell.execute_reply": "2026-03-24T10:21:47.532980Z" } }, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens.draw()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we need to define the optimization problem, which contains all information about the variables and operands.\n", "\n", "In particular, we will optimize for minimal optical path difference for each field. We will also add an operand to specify the focal length at 100 mm. As for variables, we will let the lens radii vary and the distance from the lens to the image plane. Once defined, we can view all information related to the optimization problem using the 'info' method.\n", "\n", "There are many operand types available, which can be seen in optiland.operand. Variable options can be seen in optiland.variable," ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:47.547794Z", "iopub.status.busy": "2026-03-24T10:21:47.546676Z", "iopub.status.idle": "2026-03-24T10:21:48.403201Z", "shell.execute_reply": "2026-03-24T10:21:48.401412Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u2552\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2555\n", "\u2502 \u2502 Merit Function Value \u2502 Improvement (%) \u2502\n", "\u255e\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2561\n", "\u2502 0 \u2502 209255 \u2502 0 \u2502\n", "\u2558\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255b\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u2552\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2555\n", "\u2502 \u2502 Operand Type \u2502 Target \u2502 Min. Bound \u2502 Max. Bound \u2502 Weight \u2502 Value \u2502 Delta \u2502 Contrib. [%] \u2502\n", "\u255e\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2561\n", "\u2502 0 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 253.838 \u2502 253.838 \u2502 30.79 \u2502\n", "\u2502 1 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 84.642 \u2502 84.642 \u2502 3.42 \u2502\n", "\u2502 2 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 84.678 \u2502 84.678 \u2502 3.43 \u2502\n", "\u2502 3 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 216.741 \u2502 216.741 \u2502 22.45 \u2502\n", "\u2502 4 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 72.277 \u2502 72.277 \u2502 2.5 \u2502\n", "\u2502 5 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 72.306 \u2502 72.306 \u2502 2.5 \u2502\n", "\u2502 6 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 196.482 \u2502 196.482 \u2502 18.45 \u2502\n", "\u2502 7 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 65.523 \u2502 65.523 \u2502 2.05 \u2502\n", "\u2502 8 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 65.548 \u2502 65.548 \u2502 2.05 \u2502\n", "\u2502 9 \u2502 f2 \u2502 100 \u2502 \u2502 \u2502 10 \u2502 116.082 \u2502 16.082 \u2502 12.36 \u2502\n", "\u2558\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255b\n", "\u2552\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2555\n", "\u2502 \u2502 Variable Type \u2502 Surface \u2502 Value \u2502 Min. Bound \u2502 Max. Bound \u2502\n", "\u255e\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2561\n", "\u2502 0 \u2502 thickness \u2502 2 \u2502 59 \u2502 0 \u2502 1000 \u2502\n", "\u2502 1 \u2502 radius \u2502 1 \u2502 100 \u2502 -1000 \u2502 1000 \u2502\n", "\u2502 2 \u2502 radius \u2502 2 \u2502 -1000 \u2502 -1000 \u2502 1000 \u2502\n", "\u2558\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255b\n" ] } ], "source": [ "problem = optimization.OptimizationProblem()\n", "\n", "for wave in lens.wavelengths.get_wavelengths():\n", " for Hx, Hy in lens.fields.get_field_coords():\n", " input_data = {\n", " \"optic\": lens,\n", " \"Hx\": Hx,\n", " \"Hy\": Hy,\n", " \"num_rays\": 3,\n", " \"wavelength\": wave,\n", " \"distribution\": \"gaussian_quad\",\n", " }\n", " problem.add_operand(\n", " operand_type=\"OPD_difference\",\n", " target=0,\n", " weight=1,\n", " input_data=input_data,\n", " )\n", "\n", "problem.add_operand(\n", " operand_type=\"f2\",\n", " target=100,\n", " weight=10,\n", " input_data={\"optic\": lens},\n", ")\n", "\n", "problem.add_variable(lens, \"thickness\", surface_number=2, min_val=0, max_val=1000)\n", "problem.add_variable(lens, \"radius\", surface_number=1, min_val=-1000, max_val=1000)\n", "problem.add_variable(lens, \"radius\", surface_number=2, min_val=-1000, max_val=1000)\n", "\n", "problem.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now need to define an optimizer, which will take the optimization problem as an input. We choose the standard \"generic\" optimizer, but there are many other options, including a least squares optimizer.\n", "\n", "Note that the generic optimizer simply utilizes scipy.optimize.minimize." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:48.416976Z", "iopub.status.busy": "2026-03-24T10:21:48.415209Z", "iopub.status.idle": "2026-03-24T10:21:48.635946Z", "shell.execute_reply": "2026-03-24T10:21:48.631380Z" } }, "outputs": [], "source": [ "optimizer = optimization.OptimizerGeneric(problem)\n", "\n", "# We can also use a least squares optimizer as follows:\n", "# optimizer = optimization.LeastSquares(problem)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now simply call the optimizer." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:48.652312Z", "iopub.status.busy": "2026-03-24T10:21:48.650830Z", "iopub.status.idle": "2026-03-24T10:21:56.761602Z", "shell.execute_reply": "2026-03-24T10:21:56.761234Z" } }, "outputs": [], "source": [ "res = optimizer.optimize()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we now view the optimization problem info, we can see that we've significantly improved the system (>99.9%)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:56.763464Z", "iopub.status.busy": "2026-03-24T10:21:56.763291Z", "iopub.status.idle": "2026-03-24T10:21:56.864644Z", "shell.execute_reply": "2026-03-24T10:21:56.864233Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u2552\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2555\n", "\u2502 \u2502 Merit Function Value \u2502 Improvement (%) \u2502\n", "\u255e\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2561\n", "\u2502 0 \u2502 102.608 \u2502 99.951 \u2502\n", "\u2558\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255b\n", "\u2552\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2555\n", "\u2502 \u2502 Operand Type \u2502 Target \u2502 Min. Bound \u2502 Max. Bound \u2502 Weight \u2502 Value \u2502 Delta \u2502 Contrib. [%] \u2502\n", "\u255e\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2561\n", "\u2502 0 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 6.608 \u2502 6.608 \u2502 42.55 \u2502\n", "\u2502 1 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 2.224 \u2502 2.224 \u2502 4.82 \u2502\n", "\u2502 2 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 2.247 \u2502 2.247 \u2502 4.92 \u2502\n", "\u2502 3 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 3.046 \u2502 3.046 \u2502 9.04 \u2502\n", "\u2502 4 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 0.997 \u2502 0.997 \u2502 0.97 \u2502\n", "\u2502 5 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 0.979 \u2502 0.979 \u2502 0.93 \u2502\n", "\u2502 6 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 5.568 \u2502 5.568 \u2502 30.21 \u2502\n", "\u2502 7 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 1.84 \u2502 1.84 \u2502 3.3 \u2502\n", "\u2502 8 \u2502 OPD difference \u2502 0 \u2502 \u2502 \u2502 1 \u2502 1.823 \u2502 1.823 \u2502 3.24 \u2502\n", "\u2502 9 \u2502 f2 \u2502 100 \u2502 \u2502 \u2502 10 \u2502 100.011 \u2502 0.011 \u2502 0.01 \u2502\n", "\u2558\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255b\n", "\u2552\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2564\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2555\n", "\u2502 \u2502 Variable Type \u2502 Surface \u2502 Value \u2502 Min. Bound \u2502 Max. Bound \u2502\n", "\u255e\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u256a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2561\n", "\u2502 0 \u2502 thickness \u2502 2 \u2502 96.0069 \u2502 0 \u2502 1000 \u2502\n", "\u2502 1 \u2502 radius \u2502 1 \u2502 85.5752 \u2502 -1000 \u2502 1000 \u2502\n", "\u2502 2 \u2502 radius \u2502 2 \u2502 -922.283 \u2502 -1000 \u2502 1000 \u2502\n", "\u2558\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2567\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255b\n" ] } ], "source": [ "problem.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And when we view the lens, we see that it properly focuses the light on our image plane." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:56.867113Z", "iopub.status.busy": "2026-03-24T10:21:56.866926Z", "iopub.status.idle": "2026-03-24T10:21:56.933894Z", "shell.execute_reply": "2026-03-24T10:21:56.933302Z" } }, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens.draw()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's look at a few other common analyes:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:56.935890Z", "iopub.status.busy": "2026-03-24T10:21:56.935742Z", "iopub.status.idle": "2026-03-24T10:21:57.494736Z", "shell.execute_reply": "2026-03-24T10:21:57.494347Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " [,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fan = analysis.RayFan(lens)\n", "fan.view()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:57.496438Z", "iopub.status.busy": "2026-03-24T10:21:57.496122Z", "iopub.status.idle": "2026-03-24T10:21:57.757644Z", "shell.execute_reply": "2026-03-24T10:21:57.757213Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " [,\n", " ,\n", " ])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "spot = analysis.SpotDiagram(lens)\n", "spot.view()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:57.759304Z", "iopub.status.busy": "2026-03-24T10:21:57.759088Z", "iopub.status.idle": "2026-03-24T10:21:58.007620Z", "shell.execute_reply": "2026-03-24T10:21:58.006994Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "opd = wavefront.OPD(lens, field=(0, 1), wavelength=0.55)\n", "opd.view(projection=\"2d\", num_points=512)" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 2 }