模拟退火算法－－求解货郎担问题（C＃实现）

   
具体原理已在前面已经介绍过了。下面是实现过程

           退火过程由冷却进度表(Cooling Schedule)控制，包括控制参数的初值t及其衰减因子Δt、每个t值时的迭代次数L和停止条件S。本试验分别使用Temperature、DiminishedRate、MarkovLength、AIM来表示。其参数值经过多次试验反复测试得到最好的组合，当

Temperature＝300、DiminishedRate＝0.9

MarkovLength＝130000、AIM＝100

的时候最好。

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        1 初始化：初始温度T(充分大)，初始解状态So(是算法迭代的起点)， 每个T值的迭代次数L

2  while（true）

　　2．1对k=1，……，L做第2．1．1至第2．1．5步：

　　  2．1．1 先预算新解和当前解的差值distinct

      2．1．2 if(distinct<0||random(0..1)则产生新解S′并将新解作为当前解

      2．1．3 如果 currentPath < bestPath 则 bestPath＝currentPath

      2．1．4 如果 连续退火了 AIM 次仍没有新的最好解产生则就假设找到了最好路径，跳出循环，结束程序，返回最优解。

      2．1．5  如果连续Diminish_T_num此循环都没有更好的解产生则aim＋1表明此次退火没有产生新的最好解，并退出此次循环，进行退火，即跳到第2．2步

    2．2 降温

    2．3 currentPath ＝ bestPath

3 输出最佳路径
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初始路径为1，2，…，144,对进度表中的每个参数进行了10次的测试。

 

²       Temperature

测试条件：

DiminishedRate：0.9 MarkovLength：130000 AIM：100   Diminish_ T _num：20000

 

Temperature	>=31000	31000-30600	30600-30400	30300－30400	<30300
200	0	5	4	1	0
250	1	7	1	0	1
300	1	4	2	2	1
350	0	7	2	2	0
400	2	3	4	1	0

 

根据初始温度测试，温度<300的时候效果不好出现大的数值的情况比较多，当在300－400的时候各个数据段的数据都会有，单中间的比例比较大，而温度>＝400的时候出现的值趋于中间段，也就是温度越大效果越稳定，但是需要花费的时间更多了，因此综合起来，取300的温度比较适合，而且出现小值的情况也不少，在测试过程中曾经得到30159.07的数值。

 

 

²       DiminishedRate

测试条件：

Temperature：300  MarkovLength：130000  AIM：100   Diminish_ T _num：20000

 

DiminishedRate	>=31000	31000-30600	30600-30400	30300－30400	<30300
0.70	3	5	1	1	0
0.80	1	5	4	0	0
0.90	0	4	4	1	1
0.95	1	3	4	2	0

 

温度的降低率，当在0.9的时候从时间和效果上考虑最好，当<＝0.7的时候效果明显变差。在0.95的时候速度慢了一倍，而且效果也不是很好。

 

²       MarkovLength

测试条件：

Temperature：300  DiminishedRate：0.9  AIM：100  Diminish_ T _num：20000

 

当MarkovLength取150000的时候得到的最佳路径大部分都在30300以下，曾经得到30086.52的解，不过需要12秒的时间来完成。当取200000的时候需要17秒时间，当然效果更好、更稳定。

 

²       Diminish_ T _num

测试条件：

MarkovLength：130000 Temperature：300  DiminishedRate：0.9  AIM：100 

当Diminish_ T _num取<20000的时候出现大值的几率加大，当>20000的时候产生的值效果好，数值稳定，当时间增加。

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代码如下：

using System;

using System.Collections;

 

namespace SAA

{

    ///

    /// SAA 的摘要说明。

    ///

    public class SAA

    {

       public static double[,] city = {

{0,1073.54,111.29,141.52,174.09,408.02,266.27,266.84,153.88,162.86,509.36,263.15,602.66,395.03,723.71,553.71,555.32,1068.43,410.12,1081.02,454.46,565.85,455.72,665.11,418.44,619.43,493.88,826.23,853.55,750.51,818.26,1152.97,1055,1436.61,1320.27,1355.71,1194.55,1026.9,1550.18,1016.54,1125.84,910.19,705.87,588.4,1814.04,1163.79,1105.81,1578.46,1350.87,920.91,869.01,1644.17,1885.82,1308.77,2997.32,2401.71,1909.44,3121.66,3387.76,2773.73,2388.86,370.87,505.38,549.66,600.7,427,504.05,475.64,907.93,998.98,639.88,885.96,1136.27,1343.93,1245.63,1219.25,1392.84,1056.66,792.11,908.01,1156.91,978.22,1585.64,1194.36,1148.66,1263.54,1399.29,1313.59,1572.14,1662.82,1540.23,1738.19,1963.33,1732.29,1806.79,465.84,604.16,679.48,848.7,897.38,629.09,1103.23,1139.16,954.77,1069.18,965.01,1129.07,1291.64,1350.41,1614.49,1503.12,1505.42,1218.28,1896.57,1847.35,1711.56,1951.27,2163.85,1917.99,2171.49,1734.37,1863.54,2049.69,2188.13,2297.84,2493.83,1510.83,1463.64,2012.5,1406.55,1858.56,1647.1,1732.07,1739.09,1833.37,1618.79,2188.32,2225.18,2089.49,2451.64,2538.94,2743,1985.57,1996.17},

{1073.54,0,964.49,1009.6,1137.39,876.45,993.25,988.64,983.88,1223.43,942.79,1233.47,1055.46,1094.32,1053.51,1473.02,1619.09,2015.95,1382.73,2078.96,1502.41,1119.01,861.51,1032.99,1113.13,1200.15,1058.76,1620.08,1460.25,1364.06,1242.72,1502.48,1687,2178.78,1772.24,1898.09,1654.37,1818.16,2065.22,1362.87,1353.79,1201.66,1243.5,1311.59,2566.51,1687.12,1495.63,2326.49,2065.01,1581.99,1579.98,2272.9,2476.35,1883.68,3772.08,3345.61,2754.62,3791.35,4127.41,3678.64,3239.36,730.62,648.53,552.96,670.01,651.69,703.78,605.15,267.03,117.48,520.46,231.71,171.27,290.55,293.97,154.87,372.94,428.16,426.85,398.29,344.33,289.5,877.62,458.46,544.94,602.13,837.33,540.3,612.16,812.6,673.24,823.54,962.05,692.36,793.05,846.52,766.08,915.76,854.06,699.51,820,614.84,874.52,1005.4,682.88,881.41,955.95,963.23,878.8,1023.16,983.76,1176.99,819.38,1208.51,989.93,1049.65,1209.2,1567.34,1269.28,1636.99,1275.79,1408.64,1592.04,1775.86,1673.91,1870.4,1635.91,1429.67,1973.81,1566.31,1873.95,1633.68,1454.79,1515.23,1686.42,1449.59,2152.14,2000.14,1949.26,2419.27,2873.8,3093.77,1232.57,1274.15},

{111.29,964.49,0,148.22,216.72,369.01,221.28,262.05,99.2,272.25,487.28,348.63,599.04,416.71,711.97,640.34,666.53,1142.56,503.56,1166.87,550.33,535.42,377.19,612.36,401.14,600.23,456.25,862.68,854.92,747.59,787.15,1127.16,1068.42,1476.31,1313.4,1362.64,1185.37,1068.27,1556.86,1026.97,1125.24,907.23,727.79,636.84,1893.46,1204.14,1125.9,1655.5,1421.01,974.23,928.57,1706.87,1946.28,1359.52,3083.89,2504.43,2000.32,3197.43,3471.52,2873.17,2481.94,279.02,419.69,438.49,500.59,316.08,402.78,364.61,806.74,892.49,547.39,781.52,1031.81,1237.33,1143.81,1111.36,1288.79,966.51,699.03,815.84,1060.09,879.78,1505.63,1103.2,1064.54,1179.55,1326.8,1223.43,1473.5,1573.06,1447.79,1644.25,1863.4,1628.07,1705.2,421.68,548.09,647.6,802.59,832.28,582.38,1025.65,1083.2,922.66,998.28,917.7,1081.81,1236.05,1284,1544.43,1436.79,1456.37,1153.44,1822.56,1758.82,1637.28,1873.26,2100.81,1847.62,2114.24,1678.15,1809.79,1998.25,2142.64,2233.49,2431.02,1509.85,1443.57,2002.6,1406.97,1852.16,1633.66,1693.01,1705.49,1809.32,1588.24,2180.92,2198.62,2069.96,2447.37,2575.27,2782.41,1906.95,1920.31},

{141.52,1009.6,148.22,0,313.6,268.96,366.64,126.37,243.07,225.96,367.93,233.82,465.3,270.14,584.3,515.14,611.92,1202.23,391.46,1206.46,574.17,679.4,522.49,760.52,539.46,740.52,601.84,967.48,985.88,880.7,931.99,1270.87,1192.02,1578.13,1449.47,1490.85,1322.45,1168.42,1685.36,886.51,990.74,773.87,582.42,489.26,1755.87,1056.02,981.74,1516.57,1278.48,826.9,782.8,1561.17,1799.85,1211.61,2951.36,2396.56,1873.33,3056.73,3336.31,2758.03,2357.16,280.92,398.2,525.87,626.93,393.01,529.14,440.59,819.07,924.43,538.68,805.99,1053.89,1267.31,1155.51,1148.52,1307.76,946.72,689.14,802.24,1056.86,882.66,1462.21,1085.01,1030.78,1145.01,1270.26,1202.3,1473.63,1549.85,1431.31,1631,1866.39,1646.42,1713.91,327.69,469.36,538.05,709.07,765.31,490.41,979.17,1001.95,813.26,940.05,825.45,989.26,1154.03,1217.64,1483.43,1370.04,1365.69,1084.93,1767.79,1732.41,1583.22,1825.51,2028.45,1786.74,2033.76,1596.54,1724.84,1910.28,2047.46,2162.97,2358.15,1375.91,1323.22,1874.69,1272.14,1721.81,1508.16,1590.74,1597.57,1692.47,1477.32,2051.34,2084.06,1949.35,2315.83,2427.78,2634.55,1860.26,1868.62},

{174.09,1137.39,216.72,313.6,0,573.39,178.92,439.85,155.76,253.29,680.92,399.15,776.74,567.38,897.44,671.06,570.24,927.75,520.7,959.44,366.89,419.61,387.59,540.89,266.82,461.7,359,654.95,682.37,581.42,666.74,994.3,881.1,1267.21,1150.77,1182.41,1026.26,857.87,1376.81,1188.96,1299.7,1084.25,876.21,747.32,1929.14,1323.55,1275.48,1698.39,1481.83,1072.58,1015.57,1782.76,2026.13,1460.31,3096.23,2457.69,2001.86,3239.63,3491.65,2840.36,2474.41,492.79,634.76,588.1,574.06,489.16,487.63,533.49,1004.98,1077.09,758.02,973.05,1221.44,1419.23,1338.92,1288.89,1478.21,1177.03,908.22,1025.26,1263.67,1081.96,1720.74,1312.58,1278.44,1393.36,1543.43,1433.36,1673.26,1782.79,1655.33,1849.92,2060.21,1815.92,1899.09,629.34,761.59,848.92,1012.59,1048.53,792.1,1241.69,1297.52,1124.69,1215,1128.46,1292.74,1450.36,1500.57,1761.15,1653.37,1668.38,1369.8,2038.95,1969.31,1853.67,2088.81,2317.11,2064.32,2329.35,1892.86,2023.76,2211.45,2353.3,2449.97,2647.32,1684.59,1636.82,2186.59,1580.21,2032.61,1821.04,1900.06,1909.13,2005.97,1789.72,2362.38,2397.35,2262.9,2625.53,2698.67,2900.48,2122.33,2136.37},

{408.02,876.45,369.01,268.96,573.39,0,578.42,161.08,465.03,475.18,130.68,407.17,264.88,217.92,356.72,601.03,819.42,1470.46,532.08,1469.98,836.85,887.18,671.34,935.36,764.62,958.81,804.49,1227.72,1221.31,1112.96,1132.42,1473.37,1437.12,1840.53,1674.17,1729.67,1545.2,1431.26,1923.58,695.44,775.02,557.92,439.22,445.03,1734.48,932.93,809.76,1492.04,1237.2,754.54,734.2,1487.98,1715.43,1112.18,2942.85,2470.28,1895.01,3008.1,3314.49,2809.59,2381.58,222.73,230.02,523.35,698.73,404.98,612.65,436.02,643.36,773.52,358.56,650.42,881.42,1100.17,964.62,996.33,1123.33,721.63,489.75,590.44,848.77,689.38,1208.23,858.26,789,900.78,1009.11,970.25,1261.53,1311.88,1201.09,1402.18,1653.59,1455.38,1509.48,59.41,205,278.64,440.68,502.2,221.45,727.1,733.19,553.72,680.14,557,721.07,885.14,952.16,1219.4,1104.04,1097.4,819.07,1505.97,1490.3,1322.24,1567.35,1760.35,1522.18,1764.81,1327.59,1455.96,1641.74,1780.62,1895.17,2089.84,1155.69,1076.01,1639.25,1055.07,1491.63,1268.83,1326.74,1337.21,1440.55,1219.38,1818.98,1829.61,1702.05,2087.39,2274.02,2486.76,1602.63,1608.16},

{266.27,993.25,221.28,366.64,178.92,578.42,0,483.29,123.57,403.77,702.44,528.27,818.85,636.69,929.04,815.89,748.47,1031.93,668.7,1086.09,532.6,314.2,209.35,399.36,187.26,381.17,235.26,689.96,644.57,535.49,565.94,905.89,865.61,1299.04,1096.21,1152.97,967.54,898.2,1346.39,1248.04,1344.41,1126.22,948.55,848.91,2077.5,1420.93,1347.06,1843.04,1617.02,1184.19,1134.13,1910.19,2151.56,1571.4,3255.24,2632.48,2163.73,3386.21,3647.89,3012.58,2639.7,432.48,571.4,440.48,397.43,367.09,315.5,403.77,890.11,944.31,673.61,849.73,1092.34,1280.37,1215.44,1147.12,1346.66,1083.82,815.94,931.29,1154.03,972.13,1640.56,1214.81,1195.56,1309.01,1478.69,1335.96,1554.04,1682.63,1550.57,1740.17,1934.96,1680.79,1770.6,626,737.76,855.48,997.01,1003.45,780.25,1171.7,1263.15,1127.52,1157.23,1109.44,1271.89,1415.01,1446.86,1698.86,1598.42,1641.78,1320.17,1967.73,1870.36,1783.13,2009.87,2264.08,1999.56,2286.2,1853.36,1987.68,2178.39,2329.45,2394.17,2593.59,1728.44,1653.91,2217.34,1626.05,2068.55,1847.2,1887.93,1905.32,2016.26,1790.96,2396.61,2403.05,2279.42,2664.16,2794.02,3000.16,2042.07,2061.21},

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{2188.32,2152.14,2180.92,2051.34,2362.38,1818.98,2396.61,1925.45,2279.58,2170.26,1694.35,2022.52,1586.11,1798.78,1469.04,1906.15,2285.09,3129.31,2003.85,3065.39,2500.37,2706.02,2475.97,2743.89,2581.42,2777.55,2623.12,3004.97,3035.43,2928.49,2949,3288.9,3243.13,3600.63,3492.82,3541.94,3364.02,3195.25,3736.42,1188.03,1064.06,1278.14,1505.92,1681.07,1712.13,1220.53,1137.05,1620.3,1502.09,1475.87,1553.15,1348.83,1316.55,1246.36,2524.71,2707.68,2034.16,2300.37,2727.48,2819.64,2339.84,2002.11,1897.87,2228.65,2443.5,2161.13,2380.76,2168.05,1930.12,2050.63,1882.82,1996.33,2005.22,2112.42,1944.17,2134.16,2032.52,1724.13,1835.05,1789.85,1827.05,1872.93,1468.01,1716.54,1611.27,1582.28,1365.42,1685.75,1903.88,1685.58,1736.94,1806.9,2064.41,2137.29,2064.82,1775.24,1689.96,1546.23,1442.84,1522.44,1635.22,1537.52,1288.02,1288.03,1475.66,1352.75,1223.29,1189.15,1292.99,1276.1,1238.37,990.58,1333.11,1347.96,1686.17,1347.53,1447.3,1143.63,1269.94,1016.37,1006.95,936.46,879.1,767.43,1210.97,1252.99,682.7,759.38,183.34,787.95,329.88,554.15,734.79,655.75,472.16,702.88,0,383.99,256.47,272.88,1008.34,1194.01,1468.11,1404.56},

{2225.18,2000.14,2198.62,2084.06,2397.35,1829.61,2403.05,1958.37,2294.06,2235.23,1716.43,2098.28,1630.61,1855.07,1505.14,2032.96,2410.49,3228.62,2108.27,3183.54,2585.95,2700.73,2450.93,2716.93,2590.3,2777.85,2617.2,3051.41,3047.59,2938.32,2931.92,3265.61,3266.35,3660.04,3489.16,3555.86,3359.52,3250.56,3748.86,1292.05,1148.53,1338.98,1593.9,1784.69,2036.28,1417.18,1279.38,1917.39,1764.43,1642.72,1717.18,1658.27,1659.01,1488.13,2902.74,3040.48,2356.13,2684.26,3110.98,3175.21,2690.49,1983.63,1862.28,2169.75,2386.73,2123.46,2336.78,2121.69,1808.73,1910.51,1818.92,1877.45,1840.12,1913.06,1758.96,1956.6,1822.65,1582.16,1742.45,1675.69,1659.78,1739.71,1221.86,1545.4,1456.75,1403.22,1170.73,1490.8,1660.32,1422.43,1496.71,1532.96,1766.5,1876.52,1789.51,1778.34,1668.97,1551.05,1409.87,1447.49,1623.06,1401.64,1188.45,1276.25,1358.01,1303.01,1149.26,1058.55,1121.38,1032.23,1028.62,828.4,1195.71,1038.66,1391.02,1076.94,1129.35,784.3,956.21,652.86,753.61,648.33,539.38,396.42,837.47,869.33,819.75,766.16,379.49,913.47,514.74,615.69,549.44,506.33,393.47,612.61,383.99,0,191.53,527.52,1389,1568.02,1144.87,1078.13},

{2089.49,1949.26,2069.96,1949.35,2262.9,1702.05,2279.42,1823.05,2166.96,2089.74,1583.87,1948.74,1489.37,1710.99,1366,1867.92,2246.92,3074.24,1949.86,3023.45,2434.68,2582.58,2340.24,2607.75,2466.25,2657.64,2499.09,2914.35,2923.28,2814.71,2819.1,3155.99,3138.2,3519.33,3371.83,3431.7,3242.34,3110.71,3625.52,1129.23,989.9,1189.87,1438.08,1625.22,1846.34,1234.03,1106.49,1725.89,1573.98,1466.36,1541.75,1467.34,1472.78,1299.05,2733.47,2851.13,2165.76,2530.23,2953.59,2991.17,2505.16,1868.48,1753.79,2072.9,2289.66,2017.04,2233.86,2019.05,1740.67,1852.81,1722.81,1808.4,1795.97,1889.43,1726.21,1920.06,1805.26,1523.86,1659.53,1603.21,1616.08,1677.53,1226.3,1503.35,1404.64,1365.01,1140.42,1462.73,1664.65,1440.01,1498.19,1558.94,1811.79,1893.51,1817.06,1653.44,1553.18,1424,1297.2,1354.11,1503.32,1338.83,1104.62,1153.37,1285.13,1196.68,1052.4,989.45,1076.48,1033.92,1006.77,773.87,1131.92,1092.63,1433.47,1098.84,1191.34,891.57,1014.08,766.63,760,682.28,624.06,525.11,965.81,1024.79,642.3,626.49,192.3,740.32,323.75,451.28,502.86,434.36,270.76,511.26,256.47,191.53,0,483.49,1255.36,1446.39,1211.84,1148.15},

{2451.64,2419.27,2447.37,2315.83,2625.53,2087.39,2664.16,2190.34,2546.26,2427.92,1961.72,2278.32,1850.61,2060.01,1735.48,2147.82,2524.74,3374.28,2252,3304.23,2751.51,2974.56,2746.8,3014.61,2848.29,3045.28,2891.85,3264.3,3301.08,3194.66,3218.59,3558.82,3506.62,3855.83,3760.25,3806.66,3631.69,3452.19,4001.18,1443.84,1325.83,1541.97,1762.16,1931.76,1824.05,1443.02,1382.81,1764.31,1678.6,1707.04,1784.42,1486.02,1411.37,1443.1,2516.85,2796.52,2143.98,2248.98,2681.6,2870.41,2403.67,2273.03,2170.03,2501.4,2716.13,2433.14,2652.92,2440.45,2200.48,2319.17,2155.71,2267.01,2269.98,2370.34,2204.89,2396.92,2287.52,1991.72,2107.28,2060.62,2090.97,2141.96,1709.18,1979.39,1876.66,1843.05,1621.52,1943.39,2147.87,1921.07,1981.52,2038,2283.56,2375.19,2296,2044.63,1961.59,1816.13,1715.4,1795.03,1906.34,1805.34,1558.78,1559.96,1745.38,1625.64,1495.49,1456.09,1553.74,1516.83,1489.62,1250.55,1599.9,1558.08,1905.97,1578.07,1652.09,1310.74,1476.89,1178.65,1241.45,1155,1065.3,921.18,1355.77,1360.52,941.28,1032.14,456.22,1046.14,595.76,826.23,984.96,911.81,733.6,969.95,272.88,527.52,483.49,0,929.11,1080.76,1669.17,1603.07},

{2538.94,2873.8,2575.27,2427.78,2698.67,2274.02,2794.02,2318.1,2670.56,2457.45,2144.93,2303.31,2009.18,2158.71,1932.67,2076.52,2404.35,3241.4,2216.58,3130.98,2700.1,3103.93,2934.6,3186.67,2957.29,3157.77,3028.69,3260.72,3371.13,3276.52,3356.77,3691.54,3540.24,3789.24,3840.45,3845.7,3719.93,3416.69,4034.87,1583.69,1541.78,1737,1850.65,1951.7,1220.24,1375.39,1464.34,1282.29,1341.81,1631.2,1695.96,1038.68,834.4,1250.77,1611.85,2052.39,1496.71,1320.42,1753.5,2042.15,1617.24,2492.97,2434.64,2776.93,2970.15,2673.72,2886.49,2697.23,2617.38,2759.53,2474.37,2673.8,2757.61,2911.4,2731.34,2898.25,2851.15,2462.55,2482.5,2478.02,2595.31,2584.5,2364.29,2499.01,2378.8,2386.87,2209.24,2504.01,2775.3,2590.69,2611.72,2720.2,2999.33,3023.05,2971.79,2251.97,2226.27,2056.49,2040.32,2177.99,2163.06,2285.41,2016.29,1879,2203.93,1994.26,1925.79,1974.52,2116.05,2182.11,2111.29,1842.96,2107.32,2312.69,2627.26,2276.25,2416.96,2146.65,2240.69,2021.88,1941.96,1902.36,1876.52,1775.56,2218.88,2257.28,1241.82,1476.02,1096.12,1307.52,1097.97,1299.68,1650.34,1561.05,1384.56,1546.46,1008.34,1389,1255.36,929.11,0,220,2441.92,2382.36},

{2743,3093.77,2782.41,2634.55,2900.48,2486.76,3000.16,2526.76,2876.9,2656.79,2358.19,2503.46,2221.89,2366.35,2147.89,2268.89,2586.87,3415.2,2411.38,3299.41,2888.7,3308.64,3144.44,3394.47,3160.91,3360.79,3234.33,3451.39,3569.25,3476.2,3561.24,3894.42,3733.8,3969.42,4037.83,4038.66,3918.52,3602.71,4226.56,1798.8,1760.06,1953.35,2060.22,2154.81,1330.47,1579.47,1677.72,1424.02,1511.6,1829.59,1891.9,1200.13,977.24,1444.98,1541.35,2083.59,1580.98,1203.41,1635.41,2029.1,1636.9,2706.55,2650.63,2992.36,3183.95,2887.73,3099.4,2911.99,2837.17,2979.45,2692.27,2893.42,2977.55,3130.74,2950.8,3118.13,3069.89,2682.48,2701.81,2697.89,2815,2804.48,2577.73,2718.37,2598.33,2605.51,2425.88,2722.37,2991.43,2803.82,2827.36,2932.74,3209.73,3238.51,3185.37,2465.96,2442.99,2272.94,2259.41,2397.76,2379.72,2505.16,2236.02,2098.34,2423.82,2214.08,2145.68,2192.95,2333.45,2394.14,2325.86,2057.85,2326.36,2516.86,2836.18,2486.06,2620.28,2337.31,2443.4,2210.37,2149.82,2105.09,2070.15,1960.06,2403.57,2431.14,1461.66,1694.48,1296.19,1527.47,1308.67,1515.64,1858.92,1769.97,1590.95,1760.07,1194.01,1568.02,1446.39,1080.76,220,0,2644.3,2583.62},

{1985.57,1232.57,1906.95,1860.26,2122.33,1602.63,2042.07,1763.71,1975.27,2077.25,1556.66,1998.58,1563.25,1754.85,1459.59,2095.66,2403.37,3049.52,2090.64,3065.9,2434.42,2263.6,1988.85,2214.15,2209.22,2348.08,2188.7,2729.44,2624.72,2519.3,2434.83,2721.51,2856.76,3328.36,2985,3097.78,2862.16,2937.11,3274.34,1514.36,1391.92,1430.23,1660.12,1838.43,2698.86,1824.92,1601.11,2503.19,2268.49,1908.79,1956.46,2318.88,2426.86,1992.37,3777.89,3664.77,2981.6,3648.37,4052.91,3899.34,3412.04,1629.64,1487.58,1653.59,1840.01,1680.57,1836,1652.91,1181.76,1198.61,1369.66,1240.4,1065.23,1016.26,938.66,1118.65,909.77,961.43,1226.51,1112.64,926.92,1094.47,401.92,839.62,846.66,733.11,596.03,722.97,672.82,426.88,561.83,473.77,635.69,812.6,698.59,1543.88,1397.76,1398.78,1208.34,1101.58,1394.27,882.36,916.79,1203.72,922.52,1107.76,980.94,795.67,670.64,409.26,536.4,723.81,799.65,138.6,291,288.62,37,414.66,201.3,534.69,521.62,539.56,605.78,773.34,475.4,655.52,1368.04,1114,1348.16,1380.53,1354.04,1203.2,806.09,894.64,1059.91,949.09,1468.11,1144.87,1211.84,1669.17,2441.92,2644.3,0,68.26},

{1996.17,1274.15,1920.31,1868.62,2136.37,1608.16,2061.21,1769.09,1991.05,2083.31,1556.96,2000.21,1557.53,1753.92,1450.67,2088.05,2402.37,3062.38,2087.93,3075.04,2442.62,2289.29,2014.46,2243.95,2230.86,2373.75,2213.37,2749.97,2651.26,2545.11,2465.36,2756.25,2883.37,3351.6,3018.03,3128.25,2894.37,2957.93,3306.32,1489.96,1363.95,1412.06,1647.39,1828.77,2661.01,1794.65,1572.55,2468.6,2236.93,1887.32,1937.03,2279.31,2382.26,1958.65,3730.74,3632,2946.86,3595.71,4002.03,3861.25,3373.12,1644.35,1501.91,1680.19,1870.41,1702.17,1863.13,1676.07,1210.92,1235.12,1387.75,1271.31,1105.28,1066.59,980.88,1164.91,960.36,985.5,1247.37,1135.15,960.62,1123.64,422.6,868.51,866.34,754.66,599.05,754.73,727.76,477.31,608.19,534.22,703.86,876.34,764.16,1549.08,1403.17,1395.87,1204.7,1106.04,1396.6,894.68,908.8,1190.86,928.74,1100.84,967.5,780.67,665.35,397.85,523.68,689.96,796.91,107.56,354.38,286.01,69.4,348.24,146.49,466.76,474.51,480.84,538.81,705.2,416.43,602.59,1323.8,1072.73,1287.48,1340.42,1297.69,1153.41,753.3,841.04,1002.57,901.32,1404.56,1078.13,1148.15,1603.07,2382.36,2583.62,68.26,0}

       };

 

      

       private static int cityNum = 144;  // City total number

 

       private double Temperature = 300;    // Initial temperature

 

       private double DiminishedRate = 0.9;  // Temperature diminish rate

 

       private int MarkovLength = 100000;  // Markov Length

 

       private int Diminish_T_num = 20000;  //Used to control the temperature diminishing

 

       private int AIM = 100;  // The condition for stopping search  

 

       private string pathStr = "";  // Get the best path

 

       private ArrayList currentPath = new ArrayList(); // Record the current path

 

       public ArrayList bestPath = new ArrayList();// Record the best path

 

       public SAA()

       {

       }

 

       //Initialize the initial path 0,1,........,144

       public void InitialPath()

       {

           for(int i=0;i

           {

              currentPath.Add(i);

           }

       }

 

 

       //Generate new state from current state .

       private void GenerateNext(ArrayList path,int x,int y)

       {

           int xCity = x;

           int yCity = y;

 

           //turn between xCity and yCity

           if(xCity < yCity )

           {

              path.Reverse(x,y-x+1);

           }

 

           //turn the beginning and the end

           else if(xCity > yCity )

           {

              path.Reverse(0,y+1);

              path.Reverse(x,path.Count-x);

           }

          

       }

 

       //begin the simulate anneal arithmetic

       public string Anneal()

       {     

           double temperature = Temperature;

 

           double distinction = 0;

 

           double currentDst = 0 ; // current total length

 

           double bestDst = 0; // current best total length       

 

           currentDst = CalculateTotalDistance(currentPath);

 

           SetNewState(bestPath,currentPath);

 

           bestDst = currentDst;

 

           int aim = 0 ;

 

           int diminish_t_num = 0;

 

           Random r = new Random();

 

           while(true)

           {

              currentDst = bestDst;

 

              SetNewState(currentPath,bestPath);

 

              //Current some temperature's Markov loop

              for(int i=0;i

              {                

                  int x = 0 , y = 0;

 

                  // Select two  random cities

                  while(x==y)

                  {

                     x = r.Next(cityNum);

                     y = r.Next(cityNum);

                  }                

 

                  distinction = CalculateDistinct(x,y); 

 

                  //if current is better , generate the next new path

                  if( distinction<0 )

                  {

                     GenerateNext(currentPath,x,y);

                     currentDst = CalculateTotalDistance(currentPath);

                    

                     diminish_t_num=0 ;  

                     aim = 0;

                  }

                  /*

                   * else , according the random rate to generate the new path

                   * */

                  else if(Math.Exp(0-distinction/temperature) > r.NextDouble())

                  {

                     diminish_t_num++ ;

 

                     GenerateNext(currentPath,x,y);

                     currentDst = CalculateTotalDistance(currentPath);

                  }

                  else

                  {                          

                     diminish_t_num++ ;

                  }

 

                  /*if the current length is better , reset the best length with current length.

                   * and replace the best path with the current path

                   * */

                  if(currentDst

                  {

                     bestDst = currentDst;

                     SetNewState(bestPath,currentPath);

                  }

 

                  /*Aim is used to control the markvo loop

                   * if the markvo link loops AIM times without

                   * generating the new best path,then it will stop

                   * the anneal and return the current best path.

                   * */

                  if(aim==AIM)

                  {

                     for(int j=0;j

                     {

                         pathStr += bestPath[j]+"-->";

                     }

 

                     pathStr += "                                              Min Length = " + CalculateTotalDistance(bestPath);

 

                     return pathStr;

                  }

 

                  /*At the same temperature,if the markvo looping Diminish_T_num times

                   *generating the new best path,it will drop out of the loop and begin next annealing.

                   * */

                  if(diminish_t_num>Diminish_T_num)

                  {

                     aim++;

                     break;

                  }

              }

              temperature *= DiminishedRate ;//deminish the temperature

           }     

       }

             

       //Calculate the path's total length

       private double CalculateTotalDistance(ArrayList path)

       {

           double total = 0;

 

           for(int i=0;i

           {

              total += city[(int)path[i],(int)path[i+1]] ;

           }

 

           total += city[(int)path[cityNum-1],(int)path[0]];

 

           return total;

       }

 

       //calculate the distinct length betweent current path and the new path

       private double CalculateDistinct(int x, int y)

       {

           int x1,x2,y1,y2;

 

           double distinct = 0;

 

           x1 = x - 1;

           x2 = x + 1;

           y1 = y - 1;

           y2 = y + 1;

 

           //To deal with the begging and end special codition .

           if(y==cityNum-1)

              y2 = 0;

           if(y==0)

              y1 = cityNum - 1;

 

           if(x==cityNum-1)

              x2 = 0 ;

           if(x==0)

              x1 = cityNum - 1;

 

           if(x

           {

              distinct = city[(int)currentPath[x1],(int)currentPath[y]]+city[(int)currentPath[x],(int)currentPath[y2]]-

                  city[(int)currentPath[x1],(int)currentPath[x]]-city[(int)currentPath[y],(int)currentPath[y2]];

           }

 

           if(y

           {

              distinct = -(city[(int)currentPath[y],(int)currentPath[y2]]+city[(int)currentPath[x1],(int)currentPath[x]]+city[(int)currentPath[cityNum - 1],(int)currentPath[0]]-

                  city[(int)currentPath[0],(int)currentPath[y2]]-city[(int)currentPath[x1],(int)currentPath[cityNum - 1]]-city[(int)currentPath[x],(int)currentPath[y]]);

           }

           return distinct;

       }

 

       #region

       private void SetNewState(ArrayList currentP,ArrayList newP)

       {

           currentP.Clear();

 

           for(int j=0;j

           {

              currentP.Add(newP[j]) ;

           }

       }

      

       public void SetStartTemperature(int t)

       {

           Temperature = t;

       }

 

       public void SetMarkovLength(int t)

       {

           MarkovLength = t;

       }

 

       public void SetDiminishedRate(double t)

       {

           DiminishedRate = t;

       }

 

       public void SetDiminish_T_num(int t)

       {

           Diminish_T_num = t;

       }

 

       public void SetAIM(int t)

       {

           AIM = t;

       }

       #endregion

    }

}

 
－－－－－－－－－－－－－－－－－－

using System;

using System.Drawing;

using System.Collections;

using System.ComponentModel;

using System.Windows.Forms;

using System.Data;

using System.IO;

using System.Threading;

 

namespace SAA

{

    ///

    /// Form1 的摘要说明。

    ///

    public class Form1 : System.Windows.Forms.Form

    {

       private System.Windows.Forms.MainMenu mainMenu1;

       private System.Windows.Forms.MenuItem menuItem1;

       private System.Windows.Forms.MenuItem menuItem2;

       private System.Windows.Forms.MenuItem menuItem4;

       private System.Windows.Forms.MenuItem menuItem6;

       private System.Windows.Forms.MenuItem menuItem7;

       private System.Windows.Forms.MenuItem menuItem8;

       private System.Windows.Forms.MenuItem menuItem9;

       private System.Windows.Forms.MenuItem menuItem10;

       private System.Windows.Forms.MenuItem menuItem12;

       private System.Windows.Forms.Panel panel1;

       private System.Windows.Forms.TextBox textBox4;

       private System.Windows.Forms.TextBox textBox3;

       private System.Windows.Forms.Label label4;

       private System.Windows.Forms.Label label3;

       private System.Windows.Forms.TextBox textBox2;

       private System.Windows.Forms.Label label2;

       private System.Windows.Forms.TextBox textBox1;

       private System.Windows.Forms.Label label1;

       private System.Windows.Forms.Button button1;

       private System.Windows.Forms.Panel panel2;

       private System.Windows.Forms.Label label7;

       private System.Windows.Forms.Label label6;

       private System.Windows.Forms.Label Author;

       private System.Windows.Forms.RichTextBox richTextBox1;

       private System.Windows.Forms.Label label5;

       private System.Windows.Forms.TextBox textBox5;

       private System.Windows.Forms.Button button2;

 

       private SAA saa = new SAA();

 

       private System.Windows.Forms.Label label8;

       private System.Windows.Forms.Label label9;

       private System.Windows.Forms.Button button3;

 

       private System.Windows.Forms.TabControl tabControl1;

       private System.Windows.Forms.TabPage TSP_SAA;

       private System.Windows.Forms.TabPage CITY_MAP;

       private System.Windows.Forms.Label label10;

       private System.Windows.Forms.Button button5;

       private System.Windows.Forms.Panel panel3;

       private System.Windows.Forms.PictureBox pictureBox1;

       private System.Windows.Forms.Button button4;

 

       private Graphics drawer;

       private Thread draw;

 

       private int[,] city = new int[144,2];

 

       ///

       /// 必需的设计器变量。

       ///

       private System.ComponentModel.Container components = null;

 

       public Form1()

       {

           //

           // Windows 窗体设计器支持所必需的

           //

           InitializeComponent();

 

           //

           // TODO: 在 InitializeComponent 调用后添加任何构造函数代码

           //

       }

 

       ///

       /// 清理所有正在使用的资源。

       ///

       protected override void Dispose( bool disposing )

       {

           if( disposing )

           {

               if (components != null)

              {

                  components.Dispose();

              }

           }

           base.Dispose( disposing );

       }

 

       #region Windows 窗体设计器生成的代码

       ///

       /// 设计器支持所需的方法 - 不要使用代码编辑器修改

       /// 此方法的内容。

       ///

       private void InitializeComponent()

       {

           this.mainMenu1 = new System.Windows.Forms.MainMenu();

           this.menuItem1 = new System.Windows.Forms.MenuItem();

           this.menuItem2 = new System.Windows.Forms.MenuItem();

           this.menuItem4 = new System.Windows.Forms.MenuItem();

           this.menuItem6 = new System.Windows.Forms.MenuItem();

           this.menuItem7 = new System.Windows.Forms.MenuItem();

           this.menuItem8 = new System.Windows.Forms.MenuItem();

           this.menuItem9 = new System.Windows.Forms.MenuItem();

           this.menuItem10 = new System.Windows.Forms.MenuItem();

           this.menuItem12 = new System.Windows.Forms.MenuItem();

           this.panel1 = new System.Windows.Forms.Panel();

           this.button3 = new System.Windows.Forms.Button();

           this.button2 = new System.Windows.Forms.Button();

           this.textBox5 = new System.Windows.Forms.TextBox();

           this.label5 = new System.Windows.Forms.Label();

           this.textBox4 = new System.Windows.Forms.TextBox();

           this.textBox3 = new System.Windows.Forms.TextBox();

           this.label4 = new System.Windows.Forms.Label();

           this.label3 = new System.Windows.Forms.Label();

           this.textBox2 = new System.Windows.Forms.TextBox();

           this.label2 = new System.Windows.Forms.Label();

           this.textBox1 = new System.Windows.Forms.TextBox();

           this.label1 = new System.Windows.Forms.Label();

           this.button1 = new System.Windows.Forms.Button();

           this.panel2 = new System.Windows.Forms.Panel();

           this.label7 = new System.Windows.Forms.Label();

           this.label6 = new System.Windows.Forms.Label();

           this.Author = new System.Windows.Forms.Label();

           this.richTextBox1 = new System.Windows.Forms.RichTextBox();

           this.label8 = new System.Windows.Forms.Label();

           this.label9 = new System.Windows.Forms.Label();

           this.tabControl1 = new System.Windows.Forms.TabControl();

           this.TSP_SAA = new System.Windows.Forms.TabPage();

           this.CITY_MAP = new System.Windows.Forms.TabPage();

           this.label10 = new System.Windows.Forms.Label();

           this.button5 = new System.Windows.Forms.Button();

           this.panel3 = new System.Windows.Forms.Panel();

           this.pictureBox1 = new System.Windows.Forms.PictureBox();

           this.button4 = new System.Windows.Forms.Button();

           this.panel1.SuspendLayout();

           this.panel2.SuspendLayout();

           this.tabControl1.SuspendLayout();

           this.TSP_SAA.SuspendLayout();

           this.CITY_MAP.SuspendLayout();

           this.panel3.SuspendLayout();

           this.SuspendLayout();

           //

           // mainMenu1

           //

           this.mainMenu1.MenuItems.AddRange(new System.Windows.Forms.MenuItem[] {

                                                                            this.menuItem1,

                                                                            this.menuItem6,

                                                                            this.menuItem10,

                                                                            this.menuItem12});

           //

           // menuItem1

           //

           this.menuItem1.Index = 0;

           this.menuItem1.MenuItems.AddRange(new System.Windows.Forms.MenuItem[] {

                                                                            this.menuItem2,

                                                                            this.menuItem4});

           this.menuItem1.Text = "Operation";

           //

           // menuItem2

           //

           this.menuItem2.Index = 0;

           this.menuItem2.Text = "Start";

           //

           // menuItem4

           //

           this.menuItem4.Index = 1;

           this.menuItem4.Text = "Exit";

           this.menuItem4.Click += new System.EventHandler(this.menuItem4_Click);

           //

           // menuItem6

           //

           this.menuItem6.Index = 1;

           this.menuItem6.MenuItems.AddRange(new System.Windows.Forms.MenuItem[] {

                                                                            this.menuItem7,

                                                                            this.menuItem8,

                                                                            this.menuItem9});

           this.menuItem6.RadioCheck = true;

           this.menuItem6.Text = "Arithmetic";

           //

           // menuItem7

           //

           this.menuItem7.Index = 0;

           this.menuItem7.RadioCheck = true;

           this.menuItem7.Text = "Depth-First";

           //

           // menuItem8

           //

           this.menuItem8.Index = 1;

           this.menuItem8.Text = "Width_First";

           //

           // menuItem9

           //

           this.menuItem9.Index = 2;

           this.menuItem9.Text = "Depth_Width";

           //

           // menuItem10

           //

           this.menuItem10.Index = 2;

           this.menuItem10.Text = "Help";

           //

           // menuItem12

           //

           this.menuItem12.Index = 3;

           this.menuItem12.Text = "About";

           //

           // panel1

           //

           this.panel1.BorderStyle = System.Windows.Forms.BorderStyle.FixedSingle;

           this.panel1.Controls.Add(this.button3);

           this.panel1.Controls.Add(this.button2);

           this.panel1.Controls.Add(this.textBox5);

           this.panel1.Controls.Add(this.label5);

           this.panel1.Controls.Add(this.textBox4);

           this.panel1.Controls.Add(this.textBox3);

           this.panel1.Controls.Add(this.label4);

           this.panel1.Controls.Add(this.label3);

           this.panel1.Controls.Add(this.textBox2);

           this.panel1.Controls.Add(this.label2);

           this.panel1.Controls.Add(this.textBox1);

           this.panel1.Controls.Add(this.label1);

           this.panel1.Controls.Add(this.button1);

           this.panel1.Location = new System.Drawing.Point(16, 24);

           this.panel1.Name = "panel1";

           this.panel1.Size = new System.Drawing.Size(456, 104);

           this.panel1.TabIndex = 8;

           //

           // button3

           //

           this.button3.Location = new System.Drawing.Point(376, 72);

           this.button3.Name = "button3";

           this.button3.Size = new System.Drawing.Size(48, 23);

           this.button3.TabIndex = 12;

           this.button3.Text = "Save";

           this.button3.Click += new System.EventHandler(this.button3_Click);

           //

           // button2

           //

           this.button2.Location = new System.Drawing.Point(312, 72);

           this.button2.Name = "button2";

           this.button2.Size = new System.Drawing.Size(48, 23);

           this.button2.TabIndex = 11;

           this.button2.Text = "Clear";

           this.button2.Click += new System.EventHandler(this.button2_Click);

           //

           // textBox5

           //

           this.textBox5.Location = new System.Drawing.Point(104, 72);

           this.textBox5.Name = "textBox5";

           this.textBox5.Size = new System.Drawing.Size(64, 21);

           this.textBox5.TabIndex = 10;

           this.textBox5.Text = "100";

           //

           // label5

           //

           this.label5.Location = new System.Drawing.Point(16, 72);

           this.label5.Name = "label5";

           this.label5.Size = new System.Drawing.Size(56, 23);

           this.label5.TabIndex = 9;

           this.label5.Text = "Aim Num";

           //

           // textBox4

           //

           this.textBox4.Location = new System.Drawing.Point(352, 40);

           this.textBox4.Name = "textBox4";

           this.textBox4.Size = new System.Drawing.Size(72, 21);

           this.textBox4.TabIndex = 8;

           this.textBox4.Text = "20000";

           //

           // textBox3

           //

           this.textBox3.Location = new System.Drawing.Point(352, 8);

           this.textBox3.Name = "textBox3";

           this.textBox3.Size = new System.Drawing.Size(72, 21);

           this.textBox3.TabIndex = 7;

           this.textBox3.Text = "0.9";

           //

           // label4

           //

           this.label4.Location = new System.Drawing.Point(248, 40);

           this.label4.Name = "label4";

           this.label4.Size = new System.Drawing.Size(96, 23);

           this.label4.TabIndex = 6;

           this.label4.Text = "Diminish_T_num";

           //

           // label3

           //

           this.label3.Location = new System.Drawing.Point(248, 8);

           this.label3.Name = "label3";

           this.label3.Size = new System.Drawing.Size(96, 23);

           this.label3.TabIndex = 5;

           this.label3.Text = "DiminishedRate";

           //

           // textBox2

           //

           this.textBox2.Location = new System.Drawing.Point(104, 40);

           this.textBox2.Name = "textBox2";

           this.textBox2.Size = new System.Drawing.Size(64, 21);

           this.textBox2.TabIndex = 4;

           this.textBox2.Text = "130000";

           //

           // label2

           //

           this.label2.Location = new System.Drawing.Point(16, 40);

           this.label2.Name = "label2";

           this.label2.Size = new System.Drawing.Size(88, 23);

           this.label2.TabIndex = 3;

           this.label2.Text = "Markov Length";

           //

           // textBox1

           //

           this.textBox1.Location = new System.Drawing.Point(104, 8);

           this.textBox1.Name = "textBox1";

           this.textBox1.Size = new System.Drawing.Size(64, 21);

           this.textBox1.TabIndex = 1;

           this.textBox1.Text = "300";

           //

           // label1

           //

           this.label1.Location = new System.Drawing.Point(16, 8);

           this.label1.Name = "label1";

           this.label1.Size = new System.Drawing.Size(72, 23);

           this.label1.TabIndex = 2;

           this.label1.Text = "Temperature";

           //

           // button1

           //

           this.button1.Location = new System.Drawing.Point(248, 72);

           this.button1.Name = "button1";

           this.button1.Size = new System.Drawing.Size(48, 23);

           this.button1.TabIndex = 0;

           this.button1.Text = "Start";

           this.button1.Click += new System.EventHandler(this.button1_Click);

           //

           // panel2

           //

           this.panel2.BorderStyle = System.Windows.Forms.BorderStyle.FixedSingle;

           this.panel2.Controls.Add(this.label7);

           this.panel2.Controls.Add(this.label6);

           this.panel2.Controls.Add(this.Author);

           this.panel2.Location = new System.Drawing.Point(520, 24);

           this.panel2.Name = "panel2";

           this.panel2.Size = new System.Drawing.Size(128, 104);

           this.panel2.TabIndex = 7;

           //

           // label7

           //

           this.label7.Location = new System.Drawing.Point(16, 72);

           this.label7.Name = "label7";

           this.label7.Size = new System.Drawing.Size(104, 23);

           this.label7.TabIndex = 2;

           this.label7.Text = "Softeware School";

           //

           // label6

           //

           this.label6.Location = new System.Drawing.Point(16, 40);

           this.label6.Name = "label6";

           this.label6.TabIndex = 1;

           this.label6.Text = "200440018";

           //

           // Author

           //

           this.Author.Location = new System.Drawing.Point(16, 16);

           this.Author.Name = "Author";

           this.Author.Size = new System.Drawing.Size(100, 24);

           this.Author.TabIndex = 0;

           this.Author.Text = "林香  ";

           //

           // richTextBox1

           //

           this.richTextBox1.Location = new System.Drawing.Point(16, 144);

           this.richTextBox1.Name = "richTextBox1";

           this.richTextBox1.Size = new System.Drawing.Size(632, 344);

           this.richTextBox1.TabIndex = 6;

           this.richTextBox1.Text = "";

           //

           // label8

           //

           this.label8.Location = new System.Drawing.Point(8, 496);

           this.label8.Name = "label8";

           this.label8.Size = new System.Drawing.Size(72, 23);

           this.label8.TabIndex = 9;

           this.label8.Text = "Time Elapse";

           //

           // label9

           //

           this.label9.ForeColor = System.Drawing.Color.Blue;

           this.label9.Location = new System.Drawing.Point(96, 496);

           this.label9.Name = "label9";

           this.label9.Size = new System.Drawing.Size(160, 23);

           this.label9.TabIndex = 10;

           //

           // tabControl1

           //

           this.tabControl1.AllowDrop = true;

           this.tabControl1.Controls.Add(this.TSP_SAA);

           this.tabControl1.Controls.Add(this.CITY_MAP);

           this.tabControl1.Location = new System.Drawing.Point(8, 8);

           this.tabControl1.Name = "tabControl1";

           this.tabControl1.SelectedIndex = 0;

           this.tabControl1.Size = new System.Drawing.Size(672, 544);

           this.tabControl1.TabIndex = 11;

           //

           // TSP_SAA

           //

           this.TSP_SAA.Controls.Add(this.panel1);

           this.TSP_SAA.Controls.Add(this.panel2);

           this.TSP_SAA.Controls.Add(this.richTextBox1);

           this.TSP_SAA.Controls.Add(this.label8);

           this.TSP_SAA.Controls.Add(this.label9);

           this.TSP_SAA.Location = new System.Drawing.Point(4, 21);

           this.TSP_SAA.Name = "TSP_SAA";

           this.TSP_SAA.Size = new System.Drawing.Size(664, 519);

           this.TSP_SAA.TabIndex = 0;

           this.TSP_SAA.Text = "TSP SAA";

           //

           // CITY_MAP

           //

           this.CITY_MAP.Controls.Add(this.label10);

           this.CITY_MAP.Controls.Add(this.button4);

           this.CITY_MAP.Controls.Add(this.button5);

           this.CITY_MAP.Controls.Add(this.panel3);

           this.CITY_MAP.Location = new System.Drawing.Point(4, 21);

           this.CITY_MAP.Name = "CITY_MAP";

           this.CITY_MAP.Size = new System.Drawing.Size(664, 519);

           this.CITY_MAP.TabIndex = 1;

           this.CITY_MAP.Text = "City Map";

           //

           // label10

           //

           this.label10.ForeColor = System.Drawing.Color.FromArgb(((System.Byte)(192)), ((System.Byte)(0)), ((System.Byte)(0)));

           this.label10.Location = new System.Drawing.Point(168, 32);

           this.label10.Name = "label10";

           this.label10.Size = new System.Drawing.Size(256, 16);

           this.label10.TabIndex = 7;

           this.label10.Text = "Pls draw cities first !";

           //

           // button5

           //

           this.button5.Enabled = false;

           this.button5.Location = new System.Drawing.Point(472, 24);

           this.button5.Name = "button5";

           this.button5.Size = new System.Drawing.Size(124, 23);

           this.button5.TabIndex = 5;

           this.button5.Text = "Draw Shortest Path";

           this.button5.Click += new System.EventHandler(this.button5_Click);

           //

           // panel3

           //

           this.panel3.Controls.Add(this.pictureBox1);

           this.panel3.Location = new System.Drawing.Point(52, 55);

           this.panel3.Name = "panel3";

           this.panel3.Size = new System.Drawing.Size(560, 448);

           this.panel3.TabIndex = 4;

           //

           // pictureBox1

           //

           this.pictureBox1.BorderStyle = System.Windows.Forms.BorderStyle.FixedSingle;

           this.pictureBox1.Location = new System.Drawing.Point(16, 16);

           this.pictureBox1.Name = "pictureBox1";

           this.pictureBox1.Size = new System.Drawing.Size(528, 416);

           this.pictureBox1.TabIndex = 0;

           this.pictureBox1.TabStop = false;

           //

           // button4

           //

           this.button4.Location = new System.Drawing.Point(64, 24);

           this.button4.Name = "button4";

           this.button4.TabIndex = 6;

           this.button4.Text = "Draw City";

           this.button4.Click += new System.EventHandler(this.button4_Click);

           //

           // Form1

           //

           this.AutoScaleBaseSize = new System.Drawing.Size(6, 14);

           this.ClientSize = new System.Drawing.Size(688, 561);

           this.Controls.Add(this.tabControl1);

           this.Menu = this.mainMenu1;

           this.Name = "Form1";

           this.Text = "Form1";

           this.Load += new System.EventHandler(this.Form1_Load);

           this.panel1.ResumeLayout(false);

           this.panel2.ResumeLayout(false);

           this.tabControl1.ResumeLayout(false);

           this.TSP_SAA.ResumeLayout(false);

           this.CITY_MAP.ResumeLayout(false);

           this.panel3.ResumeLayout(false);

           this.ResumeLayout(false);

 

       }

       #endregion

 

       ///

       /// 应用程序的主入口点。

       ///

       [STAThread]

       static void Main()

       {

           Application.Run(new Form1());

 

 

       }

 

       private void Form1_Load(object sender, System.EventArgs e)

       {

       }

 

       private void button1_Click(object sender, System.EventArgs e)

       {

           saa = new SAA();

 

           saa.InitialPath();

 

           saa.SetStartTemperature(Int32.Parse(textBox1.Text));

           saa.SetMarkovLength(Int32.Parse(textBox2.Text));

           saa.SetDiminishedRate(Double.Parse(textBox3.Text));

           saa.SetDiminish_T_num(Int32.Parse(textBox4.Text));

           saa.SetAIM(Int32.Parse(textBox5.Text));

 

           DateTime start = DateTime.Now;

 

           string path = saa.Anneal();

 

           label9.Text = "" + (DateTime.Now-start);

 

 

           richTextBox1.Text += "                                                                                          "+

                "-----------------------------------------------------------------------------------------------"+

              "                                                                                               "+

              path;

 

           button5.Enabled = true;

       }

 

       private void button2_Click(object sender, System.EventArgs e)

       {

           richTextBox1.Text = "";

       }

 

       private void button3_Click(object sender, System.EventArgs e)

       {

           FileStream file = File.Open("Result.txt",System.IO.FileMode.Create);

           StreamWriter w = new StreamWriter(file);

           w.Write(richTextBox1.Text);

           w.Flush();

           w.Close();

           file.Close();

       }

 

       private void button4_Click(object sender, System.EventArgs e)

       {

           draw = new Thread(new ThreadStart(DrawCityMap));

 

           draw.Start();       

       }

 

       private void DrawCityMap()

       {

           int x , y ;

 

           ReadData();

 

           drawer = pictureBox1.CreateGraphics();

 

           for(int i=0;i<143;i++)

           {

              x = city[i,0]/10;

              y = city[i,1]/10;

 

              drawer.DrawPie(Pens.Blue,x-2,y-2,4,4,0,360);

          

              Thread.Sleep(10);

           }

           label10.Text = "Finish drawing city map !";

       }

 

       private void DrawShortestPath()

       {

           Point p1 , p2 ;

 

           ArrayList bestPath = saa.bestPath;

 

           if(bestPath==null)

              return;

 

           int pos1,pos2;

 

           drawer = pictureBox1.CreateGraphics();

 

           for(int i=0;i<143;i++)

           {

              pos1 = Int32.Parse(bestPath[i].ToString());

              pos2 = Int32.Parse(bestPath[i+1].ToString());

 

              p1 = new Point(city[pos1,0]/10,city[pos1,1]/10);

              p2 = new Point(city[pos2,0]/10,city[pos2,1]/10);

 

              drawer.DrawLine(Pens.Red,p1,p2);

          

              Thread.Sleep(200);

           }

 

           pos1 = Int32.Parse(bestPath[143].ToString());

           pos2 = Int32.Parse(bestPath[0].ToString());

 

           p1 = new Point(city[pos1,0]/10,city[pos1,1]/10);

           p2 = new Point(city[pos2,0]/10,city[pos2,1]/10);

 

           drawer.DrawLine(Pens.Purple,p1,p2);

 

           label1.Text = "Finish drawing the shortest path !";

 

       }

 

       private void button5_Click(object sender, System.EventArgs e)

       {

           draw = new Thread(new ThreadStart(DrawShortestPath));

 

           draw.Start();       

       }

 

       private void ReadData()

       {

           FileStream file = File.Open("city.txt",System.IO.FileMode.Open);

 

           StreamReader r = new StreamReader(file);

 

           string temp = r.ReadLine();

 

           int i = 0;

           int startP = 0;

           int length = 0;

 

           while(i!=144)

           {

              startP = 0;

              length = 0;

 

              startP = temp.IndexOf("x=");

              length = temp.IndexOf(";")-startP-2;

 

              city[i,0] = Int32.Parse(temp.Substring(startP+2,length));

 

              startP = temp.IndexOf("y=");

              length = temp.IndexOf(";",startP)-startP-2;

 

              city[i,1] = Int32.Parse(temp.Substring(startP+2,length));

 

              temp = r.ReadLine();

 

              i++;

           }

           r.Close();

           file.Close();

       }

 

       private void menuItem4_Click(object sender, System.EventArgs e)

       {

           Application.Exit();

       }

    }

}