💻 راهنمای استفاده از API الگوریتم‌های فراابتکاری

POST https://webyartools.com/Api/Metaheuristic/RunAlgorithm
Content-Type: application/json

{
  "apiToken": "YOUR_API_TOKEN_HERE",
  "algorithmType": "ga",
  "problemSize": 100,
  "maxIterations": 100,
  "problemType": "optimization"
}

{
  "success": true,
  "algorithm": "ga",
  "executionTime": 1234,
  "tokensDeducted": 0,
  "remainingTokens": 500,
  "result": {
    "bestSolution": [...],
    "bestFitness": 0.00123,
    "iterations": [...]
  }
}

POST https://webyartools.com/Api/Metaheuristic/RunAlgorithm
Content-Type: application/json

{
  "apiToken": "YOUR_API_TOKEN_HERE",
  "algorithmType": "pso",
  "maxIterations": 200,
  "problemType": "tsp",
  "cities": [
    { "x": 10, "y": 20, "name": "شهر 1" },
    { "x": 30, "y": 40, "name": "شهر 2" },
    { "x": 50, "y": 60, "name": "شهر 3" },
    { "x": 70, "y": 80, "name": "شهر 4" }
  ]
}

{
  "success": true,
  "algorithm": "pso",
  "executionTime": 856,
  "tokensDeducted": 0,
  "remainingTokens": 500,
  "userTokens": 500,
  "result": {
    "bestSolution": {
      "route": [0, 2, 3, 1]
    },
    "bestDistance": 113.14,
    "totalIterations": 200
  }
}

import requests
import json

url = "https://webyartools.com/Api/Metaheuristic/RunAlgorithm"

payload = {
    "apiToken": "YOUR_API_TOKEN_HERE",
    "algorithmType": "ga",
    "problemSize": 150,
    "maxIterations": 300,
    "problemType": "optimization"
}

headers = {
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)
result = response.json()

if result["success"]:
    print(f"✅ الگوریتم با موفقیت اجرا شد")
    print(f"⏱️ زمان اجرا: {result['executionTime']} میلی‌ثانیه")
    print(f"💰 توکن کسر شده: {result['tokensDeducted']}")
    print(f"💳 توکن باقیمانده: {result['remainingTokens']}")
    print(f"📊 بهترین جواب: {result['result']['bestFitness']}")
else:
    print(f"❌ خطا: {result['message']}")

const axios = require('axios');

const url = 'https://webyartools.com/Api/Metaheuristic/RunAlgorithm';

const payload = {
    apiToken: 'YOUR_API_TOKEN_HERE',
    algorithmType: 'pso',
    problemSize: 200,
    maxIterations: 500,
                    problemType: 'optimization'
};

axios.post(url, payload, {
    headers: { 'Content-Type': 'application/json' }
})
.then(response => {
    const result = response.data;
    if (result.success) {
        console.log('✅ الگوریتم با موفقیت اجرا شد');
        console.log(`⏱️ زمان اجرا: ${result.executionTime} میلی‌ثانیه`);
        console.log(`💰 توکن کسر شده: ${result.tokensDeducted}`);
        console.log(`💳 توکن باقیمانده: ${result.remainingTokens}`);
    } else {
        console.log(`❌ خطا: ${result.message}`);
    }
})
.catch(error => {
    console.error('خطا در ارتباط با سرور:', error.message);
});

using System;
using System.Net.Http;
using System.Text;
using System.Threading.Tasks;
using Newtonsoft.Json;

var client = new HttpClient();
var url = "https://webyartools.com/Api/Metaheuristic/RunAlgorithm";

var payload = new
{
    apiToken = "YOUR_API_TOKEN_HERE",
    algorithmType = "ga",
    problemSize = 100,
    maxIterations = 150,
    problemType = "optimization"
};

var json = JsonConvert.SerializeObject(payload);
var content = new StringContent(json, Encoding.UTF8, "application/json");

var response = await client.PostAsync(url, content);
var responseBody = await response.Content.ReadAsStringAsync();
var result = JsonConvert.DeserializeObject<dynamic>(responseBody);

if (result.success)
{
    Console.WriteLine("✅ الگوریتم با موفقیت اجرا شد");
    Console.WriteLine($"⏱️ زمان اجرا: {result.executionTime} میلی‌ثانیه");
    Console.WriteLine($"💰 توکن کسر شده: {result.tokensDeducted}");
    Console.WriteLine($"💳 توکن باقیمانده: {result.remainingTokens}");
}
else
{
    Console.WriteLine($"❌ خطا: {result.message}");
}

POST https://webyartools.com/Api/Metaheuristic/RunAllAlgorithms
Content-Type: application/json

{
  "apiToken": "YOUR_API_TOKEN_HERE",
  "problemSize": 100,
  "maxIterations": 100,
  "problemType": "optimization"
}

{
  "success": true,
  "tokensDeducted": 0,
  "remainingTokens": 500,
  "results": [
    {
      "algorithm": "ga",
      "executionTime": 1234,
      "result": { ... }
    },
    {
      "algorithm": "pso",
      "executionTime": 987,
      "result": { ... }
    },
    ...
  ]
}

import requests
import pandas as pd

url = "https://webyartools.com/Api/Metaheuristic/RunAllAlgorithms"

payload = {
    "apiToken": "YOUR_API_TOKEN_HERE",
    "problemSize": 100,
    "maxIterations": 100,
    "problemType": "optimization"
}

response = requests.post(url, json=payload)
result = response.json()

if result["success"]:
    print(f"✅ همه الگوریتم‌ها با موفقیت اجرا شدند")
    print(f"💰 توکن کسر شده: {result['tokensDeducted']}")
    print(f"💳 توکن باقیمانده: {result['remainingTokens']}")
    print("\n📊 نتایج مقایسه:")
    
    # ایجاد DataFrame برای نمایش بهتر
    data = []
    for algo_result in result["results"]:
        data.append({
            "الگوریتم": algo_result["algorithm"],
            "زمان اجرا (ms)": algo_result["executionTime"],
            "بهترین مقدار": algo_result["result"]["bestFitness"]
        })
    
    df = pd.DataFrame(data)
    df = df.sort_values("بهترین مقدار")
    print(df.to_string(index=False))
    
    print(f"\n🏆 بهترین الگوریتم: {df.iloc[0]['الگوریتم']}")
else:
    print(f"❌ خطا: {result['message']}")