diff options
Diffstat (limited to 'test/GA.ipynb')
| -rw-r--r-- | test/GA.ipynb | 257 |
1 files changed, 253 insertions, 4 deletions
diff --git a/test/GA.ipynb b/test/GA.ipynb index bab966d..9d73164 100644 --- a/test/GA.ipynb +++ b/test/GA.ipynb @@ -10,16 +10,217 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, + "id": "45972b70-b2a6-48f2-aafa-9f660548079a", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import random" + ] + }, + { + "cell_type": "markdown", + "id": "34eab22f-a400-4a14-9ac4-047d87dff69f", + "metadata": {}, + "source": [ + "Data" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "id": "a5736dba-4c38-4b7f-9a1a-963bdb006236", + "metadata": {}, + "outputs": [], + "source": [ + "class Ciudad:\n", + " regiones = {\n", + " 'costa': {\n", + " 'plazoentrega': 1\n", + " },\n", + " 'sierra': {\n", + " 'plazoentrega': 2\n", + " },\n", + " 'selva': {\n", + " 'plazoentrega': 3\n", + " }\n", + " }\n", + " def __init__(self, nombre, region, longitud, latitud):\n", + " self.nombre = nombre\n", + " self.region = region\n", + " self.x = longitud\n", + " self.y = latitud" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "id": "8ee9610f-d128-4d1b-9458-ca9048073f20", + "metadata": {}, + "outputs": [], + "source": [ + "class Road_network:\n", + " def __init__(self, cities, distances):\n", + " \"\"\"Grafo completo del pais\n", + " \n", + " Params\n", + " ------\n", + " \n", + " cities: list\n", + " Lista de objetos Ciudad\n", + " \n", + " routes: dict\n", + " (Aun no se como implementar esto)\n", + " \"\"\"\n", + " \n", + " self.cities = cities\n", + " self.routes = {}" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "id": "7dd72c93-acba-46f9-ac99-8c3d1a8cfa67", + "metadata": {}, + "outputs": [], + "source": [ + "class Vehiculo:\n", + " tipos = {\n", + " 1: {\n", + " 'cargamax': 50\n", + " },\n", + " 2: {\n", + " 'cargamax': 100\n", + " },\n", + " 3: {\n", + " 'cargamax': 200\n", + " }\n", + " }\n", + " \n", + " def __init__(self):\n", + " pass" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "id": "474a3596-f75d-411e-bf4c-20b8b8259434", + "metadata": {}, + "outputs": [], + "source": [ + "class Pedido:\n", + " def __init__(self, cliente, cantidad):\n", + " self.cliente = cliente\n", + " self.cantidad = cantidad" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "id": "7602722f-9026-44dc-b922-e17a7d3af45b", + "metadata": {}, + "outputs": [], + "source": [ + "class Cliente:\n", + " def __init__(self, nombre, ciudad):\n", + " self.nombre = nombre\n", + " self.ciudad = ciudad" + ] + }, + { + "cell_type": "code", + "execution_count": 100, "id": "f6b4829a-9001-410c-b20c-01c65c777d8a", "metadata": {}, "outputs": [], + "source": [ + "class VRP:\n", + " def __init__(self):\n", + " # Conjuntos\n", + " self.I = range(2)\n", + " self.J = range(3)\n", + " self.T = range(5) # en horas\n", + " self.V = range(3) # 3 tipos de vehiculos\n", + " \n", + " def init_data(self):\n", + " \"\"\"\n", + " Lista los parametros iniciales, definidos en \"Modelo Matematico\" en ISA v02\n", + " \n", + " i: almacen grande (depot)\n", + " j: almacen pequeño (customer)\n", + " v: tipo de vehiculo\n", + " t: tiempo\n", + " \"\"\"\n", + " # Parametros\n", + " # Nombres cortos confunden, pero matrices de varias dimensiones \n", + " # sin etiquetas confunden mas\n", + " \n", + " # Demanda\n", + " self.D_jt = [ [ random.choice([0,1,2,3]) for _ in self.I ] for _ in self.T ]\n", + " # Capacidades de vehiculos\n", + " self.VL_v = [ random.choice([10, 15, 20]) for _ in self.V ]\n", + " # distancia entre almacen i, j\n", + " self.d_ij = [ random.choice([25,50,100]) for _ in self.V ]\n", + " #self.r_ijvt = [ [ 0 for _ in self.V ] for " + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "ab559513-5c14-4dd2-a51d-7737114dfba1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([10, 10, 15])" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p = VRP()\n", + "p.init_data()\n", + "np.array(p.VL_v)" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "2c3c85e0-a90c-4fda-86f7-778d7328c74d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[25, 50, 50]" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "p.d_ij" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "511ff788-0d1a-4ac7-9575-de182d236574", + "metadata": {}, + "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, - "id": "2c3c85e0-a90c-4fda-86f7-778d7328c74d", + "id": "078280b5-70ef-4691-8798-a686d85d188c", "metadata": {}, "outputs": [], "source": [] @@ -27,7 +228,7 @@ { "cell_type": "code", "execution_count": null, - "id": "511ff788-0d1a-4ac7-9575-de182d236574", + "id": "611c9a0d-bb1a-48eb-af37-f033abe8ed66", "metadata": {}, "outputs": [], "source": [] @@ -35,7 +236,55 @@ { "cell_type": "code", "execution_count": null, - "id": "078280b5-70ef-4691-8798-a686d85d188c", + "id": "64c68216-b9f1-45f9-a0fe-3862ab106c24", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9cb6bb08-1547-4b64-993f-b2c453535264", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b83d9e98-db8f-45cd-9eff-07d4194f7e07", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b8c06031-9c55-4e13-a27b-91b0886902e6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e9483c22-243f-44e5-9a6d-09da92354554", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "12952643-4a10-40bf-8af3-41319c744732", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b0306c4f-eb68-4009-9390-0f881c6a8cb4", "metadata": {}, "outputs": [], "source": [] |