From cd086864250d2c4454b4de06fd4fce8b5ea5d21c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=D0=9D=D0=B8=D0=BA=D0=B8=D1=82=D0=B0=20=D0=9F=D0=BE=D1=82?= =?UTF-8?q?=D0=B0=D0=BF=D0=BE=D0=B2?= Date: Sun, 4 May 2025 19:22:02 +0400 Subject: [PATCH] done --- lab2/HookJeeves.py | 25 ++++-- lab2/app.py | 88 ++++++++++++++++++ lab2/example.json | 39 ++++++++ lab2/poetry.lock | 184 +++++++++++++++++++++++++++++++++++++- lab2/pyproject.toml | 3 +- lab2/static/style.css | 0 lab2/templates/index.html | 109 ++++++++++++++++++++++ 7 files changed, 441 insertions(+), 7 deletions(-) create mode 100644 lab2/app.py create mode 100644 lab2/example.json create mode 100644 lab2/static/style.css create mode 100644 lab2/templates/index.html diff --git a/lab2/HookJeeves.py b/lab2/HookJeeves.py index 7863f0e..da9c5f2 100644 --- a/lab2/HookJeeves.py +++ b/lab2/HookJeeves.py @@ -1,3 +1,5 @@ +# HookJeeves.py + import numpy as np import AbsoluteMeasurementErrors as abserror from itertools import product @@ -8,7 +10,7 @@ result_log = "" def log(*values, sep=" ", end="\n"): global result_log result_log += sep.join(list(map(str, values))) + end - print(*values, sep=sep, end=end) + # print(*values, sep=sep, end=end) def get_errors_vector(x): @@ -159,6 +161,11 @@ def sample_search( return x2_last, x2_last_err +class TARGET: + MIN = 0 + MAX = 1 + + def example(): # начальная базовая точка x0 = [100, 100] @@ -170,25 +177,33 @@ def example(): alpha = 2 # условие окончания поиска - epsilon = 1e-4 + epsilon = 0.0001 - # коэффициенты при неизвестных (порядок обратный) + # коэффициенты при неизвестных (внутри списков порядок обратный) c = [[1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1]] + x1r = [-10000, 10000] + x2r = [-10000, 10000] + + target = TARGET.MIN + def fit(a, b): """ Функция сравнения значений оптимизируемой функции > - ищем максимум < - ищем минимум """ - return a < b + if target == TARGET.MIN: + return a < b + elif target == TARGET.MAX: + return a > b def r(x): """ Функция, описывающая область допустимых значений. Должна возвращать истину, если точка находится в ОДЗ. """ - return -10000 < x[0] < 10000 and -10000 < x[1] < 10000 + return x1r[0] <= x[0] <= x1r[1] and x2r[0] <= x[1] <= x2r[1] def f(x): """ diff --git a/lab2/app.py b/lab2/app.py new file mode 100644 index 0000000..74f1427 --- /dev/null +++ b/lab2/app.py @@ -0,0 +1,88 @@ +from flask import Flask, render_template, request +import HookJeeves +import os +import json + +app = Flask(__name__) +app.config["UPLOAD_FOLDER"] = "uploads/" +os.makedirs(app.config["UPLOAD_FOLDER"], exist_ok=True) + + +def parse_uploaded_data(file): + data = json.load(file) + return data + + +def to_str(arr): + return ",".join(list(map(str, arr))) + + +@app.route("/", methods=["GET", "POST"]) +def index(): + if request.method == "POST": + if "datafile" in request.files and request.files["datafile"].filename != "": + file = request.files["datafile"] + data = parse_uploaded_data(file) + else: + try: + data = { + "x0": list(map(float, request.form["x0"].split(","))), + "delta0": list(map(float, request.form["delta0"].split(","))), + "epsilon": float(request.form["epsilon"]), + "alpha": float(request.form["alpha"]), + "target": request.form["target"], + "x1c": list(map(float, request.form["x1c"].split(","))), + "x2c": list(map(float, request.form["x2c"].split(","))), + "x1r": list(map(float, request.form["x1r"].split(","))), + "x2r": list(map(float, request.form["x2r"].split(","))), + } + except (KeyError, ValueError, json.JSONDecodeError): + return render_template( + "index.html", + error="Ошибка в данных формы. Заполните все поля корректно.", + ) + + # Инициализация функций + c = [data["x1c"][::-1], data["x2c"][::-1]] + x1r = data["x1r"] + x2r = data["x2r"] + target = data["target"] + + def f(x): + return sum( + [ + sum([c[i][j] * x[i] ** j for j in range(len(c[i]))]) + for i in range(len(c)) + ] + ) + + def fit(a, b): + return a < b if target == "min" else a > b + + def r(x): + return x1r[0] <= x[0] <= x1r[1] and x2r[0] <= x[1] <= x2r[1] + + # Запуск метода + x, val, x_err = HookJeeves.hooke_jeeves( + f, data["x0"], data["delta0"], data["epsilon"], data["alpha"], r=r, fit=fit + ) + + return render_template( + "index.html", + result=True, + log=HookJeeves.result_log, + extreme={"x": x, "val": val, "x_err": x_err, "type": target}, + form_data={ + "x0": to_str(data["x0"]), + "delta0": to_str(data["delta0"]), + "epsilon": str(data["epsilon"]), + "alpha": str(data["alpha"]), + "target": data["target"], + "x1c": to_str(data["x1c"]), + "x2c": to_str(data["x2c"]), + "x1r": to_str(data["x1r"]), + "x2r": to_str(data["x2r"]), + }, + ) + + return render_template("index.html") diff --git a/lab2/example.json b/lab2/example.json new file mode 100644 index 0000000..95afddf --- /dev/null +++ b/lab2/example.json @@ -0,0 +1,39 @@ +{ + "x0": [ + 100, + 100 + ], + "delta0": [ + 10, + 10 + ], + "epsilon": 0.0001, + "alpha": 2, + "target": "min", + "x1r": [ + -10000, + 10000 + ], + "x2r": [ + -10000, + 10000 + ], + "x1c": [ + 1, + 1, + 1, + 1, + 1, + 1, + 1 + ], + "x2c": [ + 1, + 1, + 1, + 1, + 1, + 1, + 1 + ] +} diff --git a/lab2/poetry.lock b/lab2/poetry.lock index 2f4396c..69baf50 100644 --- a/lab2/poetry.lock +++ b/lab2/poetry.lock @@ -1,5 +1,169 @@ # This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. +[[package]] +name = "blinker" +version = "1.9.0" +description = "Fast, simple object-to-object and broadcast signaling" +optional = false +python-versions = ">=3.9" +groups = ["main"] +files = [ + {file = "blinker-1.9.0-py3-none-any.whl", hash = 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"sha256:a9c0d994680cd991b1cb772e8b297340085466a6fe964bc9d4e80f5e2f43c291"}, ] +[[package]] +name = "werkzeug" +version = "3.1.3" +description = "The comprehensive WSGI web application library." +optional = false +python-versions = ">=3.9" +groups = ["main"] +files = [ + {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"}, + {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"}, +] + +[package.dependencies] +MarkupSafe = ">=2.1.1" + +[package.extras] +watchdog = ["watchdog (>=2.3)"] + [metadata] lock-version = "2.1" python-versions = ">=3.13" -content-hash = "13ce0f62f57a39472c58e4813c159f1c45c985197b96b57b84e25da768ad5c88" +content-hash = "e79fa5194de439ac19f30a7b4183d2c032849069c480531d402389348b2a8162" diff --git a/lab2/pyproject.toml b/lab2/pyproject.toml index c6c3788..bfed907 100644 --- a/lab2/pyproject.toml +++ b/lab2/pyproject.toml @@ -8,7 +8,8 @@ authors = [ readme = "README.md" requires-python = ">=3.13" dependencies = [ - "numpy (>=2.2.5,<3.0.0)" + "numpy (>=2.2.5,<3.0.0)", + "flask (>=3.1.0,<4.0.0)" ] [tool.poetry] diff --git a/lab2/static/style.css b/lab2/static/style.css new file mode 100644 index 0000000..e69de29 diff --git a/lab2/templates/index.html b/lab2/templates/index.html new file mode 100644 index 0000000..72b2137 --- /dev/null +++ b/lab2/templates/index.html @@ -0,0 +1,109 @@ + + + + + + Метод Хука-Дживса + + + + +
+

Метод Хука-Дживса

+ + {% if error %} +
{{ error }}
+ {% endif %} + +
+
+
+ + +
+
+ + +
+ +
+ + +
+
+ + +
+
+ + +
+ +
+ + +
+
+ + +
+ +
+ + +
+ +
+ + +
+ +
+ + +
+ +
+ +
+
+
+ + {% if result %} +

Найденный экстремум ({{extreme.type}}):

+ +
+

Промежуточные вычисления

+ 
{{ log }}
+ +

Найденный экстремум ({{extreme.type}}):

+ + {% endif %} +
+ + +