锘??xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:trackback="http://madskills.com/public/xml/rss/module/trackback/" xmlns:wfw="http://wellformedweb.org/CommentAPI/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/"><channel><title>&#20122;&#27954;&#27431;&#32654;&#26085;&#38889;&#22269;&#20135;&#21478;&#31867;&#19987;&#21306;&#44;&#20037;&#20037;&#20037;&#20037;&#20037;&#20037;&#20037;&#20234;&#20154;&#44;&#57;&#49;&#20037;&#20037;&#35270;&#39057;</title><link>http://www.shnenglu.com/twzheng/articles/21339.html</link><dc:creator>璋枃鏀?/dc:creator><author>璋枃鏀?/author><pubDate>Thu, 05 Apr 2007 10:39:00 GMT</pubDate><guid>http://www.shnenglu.com/twzheng/articles/21339.html</guid><wfw:comment>http://www.shnenglu.com/twzheng/comments/21339.html</wfw:comment><comments>http://www.shnenglu.com/twzheng/articles/21339.html#Feedback</comments><slash:comments>7</slash:comments><wfw:commentRss>http://www.shnenglu.com/twzheng/comments/commentRss/21339.html</wfw:commentRss><trackback:ping>http://www.shnenglu.com/twzheng/services/trackbacks/21339.html</trackback:ping><description><![CDATA[<div   id="hvzpftn"   class=cnt>
<h2 class=diaryTitle style="COLOR: rgb(51,102,255)">閬椾紶綆楁硶鍏ラ棬</h2>
<span style="COLOR: rgb(51,102,255)">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span>
<p style="COLOR: rgb(51,102,255)"><a name=N10043><span id="hvzpftn"    class=atitle><font color=#3366ff size=4>閬椾紶綆楁硶</font></span></a></p>
<p style="COLOR: rgb(51,102,255)">閬椾紶綆楁硶錛圙enetic Algorithm, GA錛夋槸榪戝嚑騫村彂灞曡搗鏉ョ殑涓�縐嶅喘鏂扮殑鍏ㄥ眬浼樺寲綆楁硶銆?962騫撮湇鍏板痙(Holland)鏁欐巿棣栨鎻愬嚭浜咷A綆楁硶鐨勬�濇兂錛屽畠鍊熺敤浜嗕豢鐪熺敓鐗╅仐浼犲鍜岃嚜鐒墮�夋嫨鏈虹悊錛岄�氳繃鑷劧閫夋嫨銆侀仐浼犮�佸彉寮傜瓑浣滅敤鏈哄埗錛屽疄鐜板悇涓釜浣撶殑閫傚簲鎬х殑鎻愰珮銆備粠鏌愮紼嬪害涓婅閬椾紶綆楁硶鏄鐢熺墿榪涘寲榪囩▼榪涜鐨勬暟瀛︽柟寮忎豢鐪熴�?/p>
<p style="COLOR: rgb(51,102,255)">榪欎竴鐐逛綋鐜頒簡鑷劧鐣屼腑"鐗╃珵澶╂嫨銆侀�傝�呯敓瀛?榪涘寲榪囩▼銆備笌鑷劧鐣岀浉浼鹼紝閬椾紶綆楁硶瀵規眰瑙ｉ棶棰樼殑鏈韓涓�鏃犳墍鐭ワ紝瀹冩墍闇�瑕佺殑浠呮槸瀵圭畻娉曟墍浜х敓鐨勬瘡涓煋鑹蹭綋榪涜璇勪環,鎶婇棶棰樼殑瑙ｈ〃紺烘垚鏌撹壊浣擄紝騫跺熀浜庨�傚簲鍊兼潵閫夋嫨鏌撹壊浣擄紝浣塊�傚簲鎬уソ鐨勬煋鑹蹭綋鏈夋洿澶氱殑綣佹畺鏈轟細銆傚湪綆楁硶涓篃鍗蟲槸浠ヤ簩榪涘埗緙栫爜鐨勪覆銆傚茍涓旓紝鍦ㄦ墽琛岄仐浼犵畻娉曚箣鍓嶏紝緇欏嚭涓�緹ゆ煋鑹蹭綋錛屼篃鍗蟲槸鍋囪瑙ｃ�傜劧鍚庯紝鎶婅繖浜涘亣璁捐В緗簬闂鐨?#8220;鐜&#8221;涓紝涔熷嵆涓�涓�傚簲搴﹀嚱鏁頒腑鏉ヨ瘎浠楓�傚茍鎸夐�傝�呯敓瀛樼殑鍘熷垯錛屼粠涓�夋嫨鍑鴻緝閫傚簲鐜鐨勬煋鑹蹭綋榪涜澶嶅埗, 娣樻卑浣庨�傚簲搴︾殑涓綋錛屽啀閫氳繃浜ゅ弶錛屽彉寮傝繃紼嬩駭鐢熸洿閫傚簲鐜鐨勬柊涓�浠ｆ煋鑹蹭綋緹ゃ�傚榪欎釜鏂扮緹よ繘琛屼笅涓�杞繘鍖栵紝鑷沖埌鏈�閫傚悎鐜鐨勫�箋�?/p>
<p style="COLOR: rgb(51,102,255)">閬椾紶綆楁硶宸茬敤浜庢眰瑙ｅ甫鏈夊簲鐢ㄥ墠鏅殑涓�浜涢棶棰橈紝渚嬪閬椾紶紼嬪簭璁捐銆佸嚱鏁頒紭鍖栥�佹帓搴忛棶棰樸�佷漢宸ョ緇忕綉緇溿�佸垎綾葷郴緇熴�佽綆楁満鍥懼儚澶勭悊鍜屾満鍣ㄤ漢榪愬姩瑙勫垝絳夈�?/p>
<p style="COLOR: rgb(51,102,255)"><a name=N10052><span id="hvzpftn"    class=smalltitle><strong><font color=#3366ff size=3>鏈璇存槑</font></strong></span></a></p>
<p style="COLOR: rgb(51,102,255)">鐢變簬閬椾紶綆楁硶鏄敱榪涘寲璁哄拰閬椾紶瀛︽満鐞嗚�屼駭鐢熺殑鎼滅儲綆楁硶錛屾墍浠ュ湪榪欎釜綆楁硶涓細鐢ㄥ埌寰堝鐢熺墿閬椾紶瀛︾煡璇嗭紝涓嬮潰鏄垜浠皢浼氱敤鏉ョ殑涓�浜涙湳璇鏄庯細</p>
<p style="COLOR: rgb(51,102,255)"><strong>涓�銆佹煋鑹蹭綋(Chronmosome)</strong></p>
<p style="COLOR: rgb(51,102,255)">鏌撹壊浣撳張鍙互鍙仛鍩哄洜鍨嬩釜浣?individuals),涓�瀹氭暟閲忕殑涓綋緇勬垚浜嗙兢浣?population),緹や綋涓釜浣撶殑鏁伴噺鍙仛緹や綋澶у皬銆?/p>
<p style="COLOR: rgb(51,102,255)"><strong>浜屻�佸熀鍥?Gene)</strong></p>
<p style="COLOR: rgb(51,102,255)">鍩哄洜鏄覆涓殑鍏冪礌錛屽熀鍥犵敤浜庤〃紺轟釜浣撶殑鐗瑰緛銆備緥濡傛湁涓�涓覆S錛?011錛屽垯鍏朵腑鐨?錛?錛?錛?榪?涓厓绱犲垎鍒О涓哄熀鍥犮�傚畠浠殑鍊肩О涓虹瓑浣嶅熀鍥?Alletes)銆?/p>
<p style="COLOR: rgb(51,102,255)"><strong>涓夈�佸熀鍥犲湴鐐?Locus)</strong></p>
<p style="COLOR: rgb(51,102,255)">鍩哄洜鍦扮偣鍦ㄧ畻娉曚腑琛ㄧず涓�涓熀鍥犲湪涓蹭腑鐨勪綅緗О涓哄熀鍥犱綅緗?Gene Position)錛屾湁鏃朵篃綆�縐板熀鍥犱綅銆傚熀鍥犱綅緗敱涓茬殑宸﹀悜鍙寵綆楋紝渚嬪鍦ㄤ覆 S錛?101 涓紝0鐨勫熀鍥犱綅緗槸3銆?/p>
<p style="COLOR: rgb(51,102,255)"><strong>鍥涖�佸熀鍥犵壒寰佸�?Gene Feature)</strong></p>
<p style="COLOR: rgb(51,102,255)">鍦ㄧ敤涓茶〃紺烘暣鏁版椂錛屽熀鍥犵殑鐗瑰緛鍊間笌浜岃繘鍒舵暟鐨勬潈涓�鑷達紱渚嬪鍦ㄤ覆 S=1011 涓紝鍩哄洜浣嶇疆3涓殑1錛屽畠鐨勫熀鍥犵壒寰佸�間負2錛涘熀鍥犱綅緗?涓殑1錛屽畠鐨勫熀鍥犵壒寰佸�間負8銆?/p>
<p style="COLOR: rgb(51,102,255)"><strong>浜斻�侀�傚簲搴?Fitness)</strong></p>
<p style="COLOR: rgb(51,102,255)">鍚勪釜涓綋瀵圭幆澧冪殑閫傚簲紼嬪害鍙仛閫傚簲搴?fitness)銆備負浜嗕綋鐜版煋鑹蹭綋鐨勯�傚簲鑳藉姏錛屽紩鍏ヤ簡瀵歸棶棰樹腑鐨勬瘡涓�涓煋鑹蹭綋閮借兘榪涜搴﹂噺鐨勫嚱鏁幫紝鍙�傚簲搴﹀嚱鏁? 榪欎釜鍑芥暟鏄綆椾釜浣撳湪緹や綋涓浣跨敤鐨勬鐜囥�?/p>
<p style="COLOR: rgb(51,102,255)"><a name=N1007E><span id="hvzpftn"    class=smalltitle><strong><font color=#3366ff size=3>鎿嶄綔綆楁硶</font></strong></span></a></p>
<p style="COLOR: rgb(51,102,255)">闇嶅叞寰?Holland)鏁欐巿鏈�鍒濇彁鍑虹殑綆楁硶涔熷彨綆�鍗曢仐浼犵畻娉曪紝綆�鍗曢仐浼犵畻娉曠殑閬椾紶鎿嶄綔涓昏鏈変笁縐嶏細閫夋嫨(selection)銆佷氦鍙?crossover)銆佸彉寮?mutation)榪欎篃鏄仐浼犵畻娉曚腑鏈�甯哥敤鐨勪笁縐嶇畻娉曪細</p>
<p style="COLOR: rgb(51,102,255)"><strong>1錛庨�夋嫨(selection)</strong></p>
<p style="COLOR: rgb(51,102,255)">閫夋嫨鎿嶄綔涔熷彨澶嶅埗鎿嶄綔錛屼粠緹や綋涓寜涓綋鐨勯�傚簲搴﹀嚱鏁板�奸�夋嫨鍑鴻緝閫傚簲鐜鐨勪釜浣撱�備竴鑸湴璇達紝閫夋嫨灝嗕嬌閫傚簲搴﹂珮鐨勪釜浣撶箒孌栦笅涓�浠ｇ殑鏁扮洰杈冨錛岃�岄�傚簲搴﹁緝灝忕殑涓綋錛岀箒孌栦笅涓�浠ｇ殑鏁扮洰杈冨皯,鐢氳嚦琚窐姹般�傛渶閫氬父鐨勫疄鐜版柟娉曟槸杞洏璧?roulette wheel)妯″瀷銆備護&#931;fi琛ㄧず緹や綋鐨勯�傚簲搴﹀�間箣鎬誨拰錛宖i琛ㄧず縐嶇兢涓i涓煋鑹蹭綋鐨勯�傚簲搴﹀�鹼紝瀹冭閫夋嫨鐨勬鐜囨濂戒負鍏墮�傚簲搴﹀�兼墍鍗犱喚棰漟i錛?#931;fi銆傚涓嬪浘琛ㄤ腑鐨勬暟鎹�傚簲鍊兼�誨拰&#931;fi=6650,閫傚簲搴︿負2200鍙橀�夋嫨鐨勫彲鑳戒負fi錛?#931;fi=2200/6650=0.394.</p>
<br style="COLOR: rgb(51,102,255)"><a style="COLOR: rgb(51,102,255)" name=N10090><strong><font color=#3366ff>鍥?. 杞洏璧屾ā鍨?/font></strong></a><br style="COLOR: rgb(51,102,255)"><span style="COLOR: rgb(51,102,255)">&nbsp;</span><img style="COLOR: rgb(51,102,255)" src="http://robindy.bokee.com/inc/image001.jpg" align=bottom><br style="COLOR: rgb(51,102,255)">
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=0 border=1>
    <tbody>
        <tr>
            <td>Fitness 鍊鹼細</td>
            <td>2200</td>
            <td>1800</td>
            <td>1200</td>
            <td>950</td>
            <td>400</td>
            <td>100</td>
        </tr>
        <tr>
            <td>閫夋嫨姒傜巼錛?/td>
            <td>3331</td>
            <td>0.271</td>
            <td>0.18</td>
            <td>0.143</td>
            <td>0.06</td>
            <td>0.015</td>
        </tr>
    </tbody>
</table>
<span style="COLOR: rgb(51,102,255)">銆� </span>
<p style="COLOR: rgb(51,102,255)"><strong>2錛庝氦鍙?Crossover)</strong></p>
<p style="COLOR: rgb(51,102,255)">浜ゅ弶綆楀瓙灝嗚閫変腑鐨勪袱涓釜浣撶殑鍩哄洜閾炬寜涓�瀹氭鐜噋c榪涜浜ゅ弶錛屼粠鑰岀敓鎴愪袱涓柊鐨勪釜浣擄紝浜ゅ弶浣嶇疆pc鏄殢鏈虹殑銆傚叾涓璓c鏄竴涓郴緇熷弬鏁般�傛牴鎹棶棰樼殑涓嶅悓錛屼氦鍙夊張涓轟簡鍗曠偣浜ゅ弶綆楀瓙錛圫ingle Point Crossover錛夈�佸弻鐐逛氦鍙夌畻瀛愶紙Two Point Crossover錛夈�佸潎鍖�浜ゅ弶綆楀瓙 (Uniform Crossover)錛屽湪姝ゆ垜浠彧璁ㄨ鍗曠偣浜ゅ弶鐨勬儏鍐點�?/p>
<p style="COLOR: rgb(51,102,255)">鍗曠偣浜ゅ弶鎿嶄綔鐨勭畝鍗曟柟寮忔槸灝嗚閫夋嫨鍑虹殑涓や釜涓綋S1鍜孲2浣滀負鐖舵瘝涓綋錛屽皢涓よ�呯殑閮ㄥ垎鍩哄洜鐮佸�艱繘琛屼氦鎹€�傚亣璁懼涓嬩袱涓?浣嶇殑涓綋錛?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section>S1 1000  1111 S2 1110  1100</pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">浜х敓涓�涓湪1鍒?涔嬮棿鐨勯殢鏈烘暟c錛屽亣濡傜幇鍦ㄤ駭鐢熺殑鏄?錛屽皢S1鍜孲2鐨勪綆浜屼綅浜ゆ崲錛歋1鐨勯珮鍏綅涓嶴2鐨勪綆鍏綅緇勬垚鏁頒覆10001100錛岃繖灝辨槸S1鍜孲2 鐨勪竴涓悗浠1涓綋錛汼2鐨勯珮鍏綅涓嶴1鐨勪綆浜屼綅緇勬垚鏁頒覆11101111錛岃繖灝辨槸S1鍜孲2鐨勪竴涓悗浠2涓綋銆傚叾浜ゆ崲榪囩▼濡備笅鍥炬墍紺猴細</p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=0 border=1>
    <tbody>
        <tr>
            <th>Crossover</th>
            <th>11110000</th>
            <th>Crossover</th>
            <th>11110000</th>
        </tr>
        <tr>
            <td>S1</td>
            <td>1000 1111</td>
            <td>S2</td>
            <td>1110 1100</td>
        </tr>
        <tr>
            <td>P1</td>
            <td>1000 1100</td>
            <td>P2</td>
            <td>1110 1111</td>
        </tr>
    </tbody>
</table>
<p style="COLOR: rgb(51,102,255)"><strong>3錛庡彉寮?Mutation)</strong></p>
<p style="COLOR: rgb(51,102,255)">榪欐槸鍦ㄩ�変腑鐨勪釜浣撲腑錛屽皢鏂頒釜浣撶殑鍩哄洜閾劇殑鍚勪綅鎸夋鐜噋m榪涜寮傚悜杞寲錛屾渶綆�鍗曟柟寮忔槸鏀瑰彉涓蹭笂鏌愪釜浣嶇疆鏁板�箋�傚浜岃繘鍒剁紪鐮佹潵璇村皢0涓?浜掓崲錛?鍙樺紓涓?錛?鍙樺紓涓?銆?/p>
<p style="COLOR: rgb(51,102,255)">濡備笅8浣嶄簩榪涘埗緙栫爜錛?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section>1 1 1 0 1 1 0 0</pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">闅忔満浜х敓涓�涓?鑷?涔嬮棿鐨勬暟i錛屽亣濡傜幇鍦╧=6錛屽浠庡彸寰�宸︾殑絎?浣嶈繘琛屽彉寮傛搷浣滐紝灝嗗師鏉ョ殑1鍙樹負0錛屽緱鍒板涓嬩覆錛?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section>1 1 0 0 1 1 0 0</pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">鏁翠釜浜ゅ弶鍙樺紓榪囩▼濡備笅鍥撅細</p>
<br style="COLOR: rgb(51,102,255)"><a style="COLOR: rgb(51,102,255)" name=N10132><strong><font color=#3366ff>鍥?. 浜ゅ弶鍙樺紓榪囩▼</font></strong></a><br style="COLOR: rgb(51,102,255)"><font color=#3366ff><img style="COLOR: rgb(51,102,255)" src="http://robindy.bokee.com/inc/image002.jpg" align=bottom><br style="COLOR: rgb(51,102,255)"><span style="COLOR: rgb(51,102,255)">&nbsp;</span></font><img style="COLOR: rgb(51,102,255)" src="http://robindy.bokee.com/inc/image002-2.jpg" align=bottom><span style="COLOR: rgb(51,102,255)"> </span><br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)"><strong>4錛庣簿鑻變富涔?錛圗litism錛?/strong></p>
<p style="COLOR: rgb(51,102,255)">浠呬粎浠庝駭鐢熺殑瀛愪唬涓�夋嫨鍩哄洜鍘繪瀯閫犳柊鐨勭緹ゅ彲鑳戒細涓㈠け鎺変笂涓�浠ｇ緹や腑鐨勫緢澶氫俊鎭�備篃灝辨槸璇村綋鍒╃敤浜ゅ弶鍜屽彉寮備駭鐢熸柊鐨勪竴浠ｆ椂錛屾垜浠湁寰堝ぇ鐨勫彲鑳芥妸鍦ㄦ煇涓腑闂存楠や腑寰楀埌鐨勬渶浼樿В涓㈠け銆傚湪姝ゆ垜浠嬌鐢ㄧ簿鑻變富涔夛紙Elitism錛夋柟娉曪紝鍦ㄦ瘡涓�嬈′駭鐢熸柊鐨勪竴浠ｆ椂錛屾垜浠鍏堟妸褰撳墠鏈�浼樿В鍘熷皝涓嶅姩鐨勫鍒跺埌鏂扮殑涓�浠ｄ腑錛屽叾浠栨楠や笉鍙樸�傝繖鏍蜂換浣曟椂鍒諱駭鐢熺殑涓�涓渶浼樿В閮藉彲浠ュ瓨媧誨埌閬椾紶綆楁硶緇撴潫銆?/p>
<p style="COLOR: rgb(51,102,255)">涓婅堪鍚勭綆楀瓙鐨勫疄鐜版槸澶氱澶氭牱鐨勶紝鑰屼笖璁稿鏂扮殑綆楀瓙姝ｅ湪涓嶆柇鍦版彁鍑猴紝浠ユ敼榪汫A鏌愪簺鎬ц兘銆傛瘮濡傞�夋嫨綆楁硶榪樻湁鍒嗙駭鍧囪　閫夋嫨絳夌瓑銆?/p>
<p style="COLOR: rgb(51,102,255)"><a name=N1014F><span id="hvzpftn"    class=smalltitle><strong><font color=#3366ff size=3>閬椾紶綆楁硶鐨勬墍闇�鍙傛暟</font></strong></span></a></p>
<p style="COLOR: rgb(51,102,255)">璇寸畝鍗曠偣閬椾紶綆楁硶灝辨槸閬嶅巻鎼滅儲絀洪棿鎴栬繛鎺ユ睜錛屼粠涓壘鍑烘渶浼樼殑瑙ｃ�傛悳绱㈢┖闂翠腑鍏ㄩ儴閮芥槸涓綋錛岃�岀兢浣撲負鎼滅儲絀洪棿鐨勪竴涓瓙闆嗐�傚茍涓嶆槸鎵�鏈夎閫夋嫨浜嗙殑鏌撹壊浣撻兘瑕佽繘琛屼氦鍙夋搷浣滃拰鍙樺紓鎿嶄綔錛岃�屾槸浠ヤ竴瀹氱殑姒傜巼榪涜錛屼竴鑸湪紼嬪簭璁捐涓氦鍙夊彂鐢熺殑姒傜巼瑕佹瘮鍙樺紓鍙戠敓鐨勬鐜囬�夊彇寰楀ぇ鑻ュ共涓暟閲忕駭銆傚ぇ閮ㄥ垎閬椾紶綆楁硶鐨勬楠ら兘寰堢被浼鹼紝甯鎬嬌鐢ㄥ涓嬪弬鏁幫細</p>
<p style="COLOR: rgb(51,102,255)">Fitness鍑芥暟錛氳涓婃枃浠嬬粛銆?/p>
<p style="COLOR: rgb(51,102,255)">Fitnessthreshold錛堥�傚簲搴﹂榾鍊鹼級錛氶�傚悎搴︿腑鐨勮瀹氱殑闃�鍊鹼紝褰撴渶浼樹釜浣撶殑閫傚簲搴﹁揪鍒扮粰瀹氱殑闃�鍊鹼紝鎴栬�呮渶浼樹釜浣撶殑閫傚簲搴﹀拰緹や綋閫傚簲搴︿笉鍐嶄笂鍗囨椂(鍙樺寲鐜囦負闆?錛屽垯綆楁硶鐨勮凱浠ｈ繃紼嬫敹鏁涖�佺畻娉曠粨鏉熴�傚惁鍒欙紝鐢ㄧ粡榪囬�夋嫨銆佷氦鍙夈�佸彉寮傛墍寰楀埌鐨勬柊涓�浠ｇ兢浣撳彇浠ｄ笂涓�浠ｇ兢浣擄紝騫惰繑鍥炲埌閫夋嫨鎿嶄綔澶勭戶緇驚鐜墽琛屻�?/p>
<p style="COLOR: rgb(51,102,255)">P錛氱緹ょ殑鏌撹壊浣撴�繪暟鍙緹よ妯★紝瀹冨綆楁硶鐨勬晥鐜囨湁鏄庢樉鐨勫獎鍝嶏紝鍏墮暱搴︾瓑浜庡畠鍖呭惈鐨勪釜浣撴暟閲忋�傚お灝忔椂闅句互姹傚嚭鏈�浼樿В錛屽お澶у垯澧為暱鏀舵暃鏃墮棿瀵艱嚧紼嬪簭榪愯鏃墮棿闀褲�傚涓嶅悓鐨勯棶棰樺彲鑳芥湁鍚勮嚜閫傚悎鐨勭緹よ妯★紝閫氬父縐嶇兢瑙勬ā涓?30 鑷?160銆?/p>
<p style="COLOR: rgb(51,102,255)">pc錛氬湪寰幆涓繘琛屼氦鍙夋搷浣滄墍鐢ㄥ埌鐨勬鐜囥�備氦鍙夋鐜囷紙Pc錛変竴鑸彇0.6鑷?.95涔嬮棿鐨勫�鹼紝Pc澶皬鏃墮毦浠ュ悜鍓嶆悳绱紝澶ぇ鍒欏鏄撶牬鍧忛珮閫傚簲鍊肩殑緇撴瀯銆?/p>
<p style="COLOR: rgb(51,102,255)">Pm錛氬彉寮傛鐜囷紝浠庝釜浣撶兢涓駭鐢熷彉寮傜殑姒傜巼錛屽彉寮傛鐜囦竴鑸彇0.01鑷?.03涔嬮棿鐨勫�煎彉寮傛鐜嘝m澶皬鏃墮毦浠ヤ駭鐢熸柊鐨勫熀鍥犵粨鏋勶紝澶ぇ浣塊仐浼犵畻娉曟垚浜嗗崟綰殑闅忔満鎼滅儲銆?/p>
<p style="COLOR: rgb(51,102,255)">鍙︿竴涓郴緇熷弬鏁版槸涓綋鐨勯暱搴︼紝鏈夊畾闀垮拰鍙橀暱涓ょ銆傚畠瀵圭畻娉曠殑鎬ц兘涔熸湁褰卞搷銆傜敱浜嶨A鏄竴涓鐜囪繃紼嬶紝鎵�浠ユ瘡嬈¤凱浠ｇ殑鎯呭喌鏄笉涓�鏍風殑,緋葷粺鍙傛暟涓嶅悓錛岃凱浠ｆ儏鍐典篃涓嶅悓銆?/p>
<p style="COLOR: rgb(51,102,255)"><a name=N1016A><span id="hvzpftn"    class=smalltitle><strong><font color=#3366ff size=3>閬椾紶姝ラ</font></strong></span></a></p>
<p style="COLOR: rgb(51,102,255)">浜嗚В浜嗕笂闈㈢殑鍩烘湰鍙傛暟錛屼笅闈㈡垜浠潵鐪嬬湅閬椾紶綆楁硶鐨勫熀鏈楠ゃ�?/p>
<p style="COLOR: rgb(51,102,255)">鍩烘湰榪囩▼涓猴細 </p>
<ol style="COLOR: rgb(51,102,255)">
    <li>瀵瑰緟瑙ｅ喅闂榪涜緙栫爜,鎴戜滑灝嗛棶棰樼粨鏋勫彉鎹負浣嶄覆褰㈠紡緙栫爜琛ㄧず鐨勮繃紼嬪彨緙栫爜錛涜�岀浉鍙嶅皢浣嶄覆褰㈠紡緙栫爜琛ㄧず鍙樻崲涓哄師闂緇撴瀯鐨勮繃紼嬪彨璇戠爜銆?
    <li>闅忔満鍒濆鍖栫兢浣揚(0)錛?(p1, p2, &#8230; pn)錛?
    <li>璁＄畻緹や綋涓婃瘡涓釜浣撶殑閫傚簲搴﹀�?Fitness)
    <li>璇勪及閫傚簲搴?瀵瑰綋鍓嶇兢浣揚(t)涓瘡涓釜浣揚i璁＄畻鍏墮�傚簲搴(Pi)錛岄�傚簲搴﹁〃紺轟簡璇ヤ釜浣撶殑鎬ц兘濂藉潖
    <li>鎸夌敱涓綋閫傚簲搴﹀�兼墍鍐沖畾鐨勬煇涓鍒欏簲鐢ㄩ�夋嫨綆楀瓙浜х敓涓棿浠r(t)
    <li>渚濈収Pc閫夋嫨涓綋榪涜浜ゅ弶鎿嶄綔
    <li>浠跨収Pm瀵圭箒孌栦釜浣撹繘琛屽彉寮傛搷浣?
    <li>娌℃湁婊¤凍鏌愮鍋滄鏉′歡錛屽垯杞3姝ワ紝鍚﹀垯榪涘叆9
    <li>杈撳嚭縐嶇兢涓�傚簲搴﹀�兼渶浼樼殑涓綋 </li>
</ol>
<p style="COLOR: rgb(51,102,255)">紼嬪簭鐨勫仠姝㈡潯浠舵渶綆�鍗曠殑鏈夊涓嬩簩縐嶏細瀹屾垚浜嗛鍏堢粰瀹氱殑榪涘寲浠ｆ暟鍒欏仠姝紱縐嶇兢涓殑鏈�浼樹釜浣撳湪榪炵畫鑻ュ共浠ｆ病鏈夋敼榪涙垨騫沖潎閫傚簲搴﹀湪榪炵畫鑻ュ共浠ｅ熀鏈病鏈夋敼榪涙椂鍋滄銆?/p>
<p style="COLOR: rgb(51,102,255)">鏍規嵁閬椾紶綆楁硶鎬濇兂鍙互鐢誨嚭濡傚彸鍥炬墍紺虹殑綆�鍗曢仐浼犵畻娉曟鍥撅細 </p>
<br style="COLOR: rgb(51,102,255)"><a style="COLOR: rgb(51,102,255)" name=N1019C><strong><font color=#3366ff>鍥?. 綆�鍗曢仐浼犵畻娉曟鍥?/font></strong></a><br style="COLOR: rgb(51,102,255)"><span style="COLOR: rgb(51,102,255)">&nbsp;</span><img style="COLOR: rgb(51,102,255)" src="http://robindy.bokee.com/inc/image003.gif" align=bottom><br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">涓嬮潰浼唬鐮佺畝鍗曡鏄庝簡閬椾紶綆楁硶鎿嶄綔榪囩▼錛?/p>
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            <td><code>
            <pre class=section>choose an intial population<br>For each h in population,compute Fitness(h)<br>While(max Fitness(h) &lt; Fitnessthreshold)<br>do selection<br>    do crossover<br>do mutation  <br> update population<br>For each h in population,compute Fitness(h)<br>Return best Fitness<br></pre>
            </code></td>
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</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)"><a name=N101B1><span id="hvzpftn"    class=atitle><font color=#3366ff size=4>Robocode 璇存槑</font></span></a></p>
<p style="COLOR: rgb(51,102,255)">鑳芥湁鏁堝疄鐜伴仐浼犵畻娉曠殑搴旂敤渚嬪瓙鏈夊緢澶氾紝鍍忚タ媧嬪弻闄嗘銆佸浗闄呭悕妯＄瓑絳夐兘鏄仐浼犵▼搴忚璁″涔犵殑宸ュ叿錛屼絾鏄?Robocode 鏈夌潃鍏朵粬鍑犱釜鏃犲彲姣旀嫙鐨勪紭鍔匡細</p>
<ol style="COLOR: rgb(51,102,255)">
    <li>瀹冩槸鍩轟簬闈㈠悜瀵硅薄璇█ Java 寮�鍙戯紝鑰岄仐浼犵畻娉曟湰韜殑鎬濇兂涔熸槸瀛樺湪緇ф壙絳夐潰鍚戝璞℃蹇碉紱
    <li>Robocode 鏄竴縐嶅熀浜庢父鎴忎笌緙栫▼璇█涔嬮棿鐨勫鉤鍙幫紝鏈変竴涓厖婊＄珵鎶�涓庝箰瓚ｇ殑鍧﹀厠鎴樻枟騫沖彴錛屼綘鑳藉緢蹇殑閫氳繃涓庡叾浠栧潶鍏嬫満鍣ㄦ瘮璧涜�屾祴璇曡嚜宸辯殑閬椾紶綆楁硶錛?
    <li>Robocode 紺劇兢鏈?4000 涓乏鍙沖悇縐嶇瓥鐣ョ殑渚嬪瓙鏈哄櫒浜哄彲渚涗綘閫夋嫨錛岃繖浜涙満鍣ㄤ漢瓚充互璁╂垜浠ā鎷熺湡瀹炵殑閬椾紶鐜銆傝�屼笖寰堝浠ｇ爜鍙洿鎺ュ紑鏀炬簮浠ｇ爜渚涙垜浠�熼壌 錛?
    <li>Robocode 鏄竴涓紑婧愯蔣浠訛紝浣犲彲鐩存帴涓奟obocode鎺у埗鍣ㄤ笂鍔犲叆鑷繁鐨勯仐浼犵壒鐐癸紝鑰屽姞蹇仐浼犺繃紼嬬殑鏀舵暃鏃墮棿錛?
    <li>Robocoe 鏄竴涓緢瀹規槗浣跨敤鐨勬満鍣ㄤ漢鎴樻枟浠跨湡鍣紝鎮ㄥ湪姝ゅ鉤鍙頒笂鍒涘緩鑷繁鐨勫潶鍏嬫満鍣ㄤ漢錛屽茍涓庡叾瀹冨紑鍙戣�呭紑鍙戠殑鏈哄櫒浜虹珵鎶�銆備互寰楀垎鎺掑悕鐨勬柟寮忓垽瀹氫紭鑳滆�呫�傛瘡涓?Robocode 鍙傚姞鑰呴兘瑕佸埄鐢?Java 璇█鍏冪礌鍒涘緩浠栨垨濂圭殑鏈哄櫒浜猴紝榪欐牱灝變嬌浠庡垵瀛﹁�呭埌楂樼駭榛戝鐨勫箍澶у紑鍙戣�呴兘鍙互鍙備笌榪欎竴濞變箰媧誨姩銆傚鏋滄偍瀵筊obocode涓嶆槸寰堜簡瑙ｏ紝璇峰弬鑰?developerWorks 緗戠珯 Java 鎶�鏈笓鍖烘枃绔狅細&#8220;<a ><u><font color=#0000ff>閲嶉敜鐥涘嚮 Robocode</font></u></a>&#8221;錛?</li>
</ol>
<p style="COLOR: rgb(51,102,255)">鍦?Robocode 涓叾瀹炴湁寰堝縐嶉仐浼犵畻娉曟柟娉曟潵瀹炵幇榪涘寲鏈哄櫒浜猴紝浠庡叏涓栫晫鐨?Robocode 嫻佹淳涓篃鍙戝睍鍑犵姣旇緝鎴愮啛鐨勬柟娉曪紝姣斿棰勮絳栫暐閬椾紶銆佽嚜寮�鍙戣В閲婅璦�閬椾紶銆侀仐浼犵Щ鍔ㄦ垜浠氨榪欏嚑縐嶆柟娉曞垎鍒姞浠ヤ粙緇嶃�傜敱浜庨仐浼犵畻娉曟搷浣滆繃紼嬮兘綾諱技錛屾墍浠ュ墠闈簩閮ㄥ垎閮芥槸涓�浜涙柟娉曠殑浠嬬粛鍜岄儴鍒嗕緥瀛愯瑙ｏ紝鍚庨潰閮ㄥ垎浼氱粰鍑轟嬌鐢ㄤ簡閬椾紶綆楁硶鐨勭Щ鍔ㄦ満鍣ㄤ漢浜轟緥瀛愩�傚湪闄勫綍涓紝涔熸彁渚涗簡鏈哄櫒浜轟粨搴撲腑鏈夊叧閬椾紶綆楁硶鏈哄櫒浜虹殑涓嬭澆錛屽ぇ瀹跺彲鍙傝�冦�?/p>
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                    <tr>
                        <td vAlign=center><br></td>
                        <td vAlign=top align=right><a class=fbox ><strong></strong></a><br></td>
                    </tr>
                </tbody>
            </table>
            </td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)"><br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)"><a name=N101D3><span id="hvzpftn"    class=atitle><font color=#3366ff size=4>棰勮絳栫暐榪涘寲鏈哄櫒浜?/font></span></a></p>
<p style="COLOR: rgb(51,102,255)">Robocode 鍧﹀厠鏈哄櫒浜烘墍鏈夎涓洪兘紱諱笉寮�濡傜Щ鍔ㄣ�佸皠鍑匯�佹壂鎻忕瓑鍩烘湰鎿嶄綔銆傛墍浠ュ湪姝ゆ妸榪欎簺鍩烘湰鎿嶄綔鎵�鐢ㄥ埌鐨勭瓥鐣ュ垎鍒繘鍖栧涓嬬紪鐮侊細縐誨姩絳栫暐move-strategy (MS), 瀛愬脊鑳介噺bullet-power-strategy (BPS), 闆瘋揪鎵弿radar-strategy (RS), 鍜岀瀯鍑嗛�夋嫨絳栫暐target- strategy (TS)銆傜敱浜嶳obocode鐖卞ソ鑰呯ぞ緹ょ殑鍙戝睍錛屾瘡涓�縐嶅熀鏈搷浣滈兘鍙戝睍浜嗗緢澶氭瘮杈冩垚鐔熺殑絳栫暐錛屾墍鏈夊湪姝ゆ垜浠洿鎺ュ湪涓嬮潰棰勫厛瀹氫箟鐨勮繖浜涚瓥鐣ュ涓嬭〃錛?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=0 border=1>
    <tbody>
        <tr>
            <th>MS</th>
            <th>BPS</th>
            <th>RS</th>
            <th>TS</th>
        </tr>
        <tr>
            <td>random</td>
            <td>distance-based</td>
            <td>always-turn</td>
            <td>HeadOn</td>
        </tr>
        <tr>
            <td>Linear</td>
            <td>light-fast</td>
            <td>target-focus</td>
            <td>Linear</td>
        </tr>
        <tr>
            <td>circular</td>
            <td>Powerful-slow</td>
            <td>target-scope-focus</td>
            <td>Circular</td>
        </tr>
        <tr>
            <td>Perpendicular</td>
            <td>Medium</td>
            <td>&nbsp;</td>
            <td>nearest robot</td>
        </tr>
        <tr>
            <td>arbitary</td>
            <td>hit-rate based</td>
            <td>&nbsp;</td>
            <td>Log</td>
        </tr>
        <tr>
            <td>anti gravity</td>
            <td>&nbsp;</td>
            <td>&nbsp;</td>
            <td>Statistic</td>
        </tr>
        <tr>
            <td>Stop</td>
            <td>&nbsp;</td>
            <td>&nbsp;</td>
            <td>Angular</td>
        </tr>
        <tr>
            <td>Bullet avoid</td>
            <td>&nbsp;</td>
            <td>&nbsp;</td>
            <td>wave</td>
        </tr>
        <tr>
            <td>wall avoid</td>
            <td>&nbsp;</td>
            <td>&nbsp;</td>
            <td>&nbsp;</td>
        </tr>
        <tr>
            <td>track</td>
            <td>&nbsp;</td>
            <td>&nbsp;</td>
            <td>&nbsp;</td>
        </tr>
        <tr>
            <td>Oscillators</td>
            <td>&nbsp;</td>
            <td>&nbsp;</td>
            <td>&nbsp;</td>
        </tr>
    </tbody>
</table>
<p style="COLOR: rgb(51,102,255)">涓嬮潰鏄熀鏈Щ鍔ㄧ瓥鐣ョ殑璇存槑錛?/p>
<ul style="COLOR: rgb(51,102,255)">
    <li>Random錛氶殢鏈虹Щ鍔ㄤ富瑕佺敤鏉ユ販涔辨晫浜虹殑棰勬祴錛屽叾鏈�澶х殑涓�涓己鐐規槸鏈夊彲鑳芥挒鍑誨埌鍏朵粬鏈哄櫒浜?
    <li>Linear錛氱洿綰跨Щ鍔?鏈哄櫒浜哄仛鍗曚竴鐨勭洿綰胯璧?
    <li>circular錛氬渾鍛ㄧЩ鍔紝榪欑縐誨姩鏄互鏌愪竴鐐逛負鍦嗗績錛屼笉鍋滅殑緇曞湀
    <li>Perpendicular錛氭瀵規晫浜虹Щ鍔紝榪欐槸寰堝浜洪噰鐢ㄧ殑涓�縐嶇Щ鍔ㄦ柟寮忥紝榪欏湪鏁屼漢鍙寵竟錛?浠ラ殢鏃惰皟鏁翠笌鏁屼漢鐨勭浉瀵硅
    <li>Arbitrary錛氫換鎰忕Щ鍔?
    <li>AntiGravity錛氬亣璁懼満鍦版湁寰堝鍔涚偣鐨勫弽閲嶅姏縐誨姩錛屾湰鏂規硶鏄ā鎷熷湪閲嶅姏鍦轟綔鐢ㄤ笅錛岀墿浣撴�繪槸榪滅閲嶅姏鍔塊珮鐨勭偣錛屾粦鍚戦噸鍔涘娍浣庣殑鐐癸紝寮�濮嬫垬鍦烘槸涓�涓鉤闈㈢劧鍚庣敓鎴愪竴浜涘娍鐐歸噸鍔涘娍澶х殑鍔跨偣鐨勪綔鐢ㄥ氨鍍忔槸涓�涓北(璧鋒帓鏂ヤ綔鐢級錛屽叾琛板噺緋繪暟涓庡北鐨勫潯搴﹀搴斻�傞噸鍔涘娍灝忕殑鍔跨偣鐨勪綔鐢ㄥ氨鍍忔槸涓�涓綆璋鳳紙璧峰惛寮曚綔鐢級錛屽叾琛板噺緋繪暟涓庤胺鐨勫潯搴﹀搴斻�傝繖鏍蜂嬌鏈潵鐨勫鉤闈㈠彉寰椾笉騫充簡錛屼粠鏉ョ墿浣撴部鐫�鏈�闄＄殑鏂瑰悜鍚戜笅婊戝姩
    <li>Track錛氳窡韙晫浜猴紝鏁屼漢縐誨姩鍒板摢錛屾満鍣ㄤ漢涔熺Щ鍔ㄥ埌鍝紝浣嗘槸鎬諱笌鏁屼漢淇濇寔涓�瀹氭渶浣寵翰閬垮瓙寮硅窛紱誨拰瑙掑害
    <li>Oscillators錛氶噸澶嶅仛涓�鎸崱縐誨姩
    <li>Bullet avoid錛氭瘡褰撻浄杈捐瀵熷埌鏁屼漢鏃舵湁鎵�鍔ㄤ綔銆傛満鍣ㄤ漢淇濇寔涓庢晫浜烘垚30搴﹀�懼悜瑙掋�傝嚜韜垚 90 搴﹁闈欐騫墮�愭笎鎺ヨ繎鐩爣銆傚鏋滄満鍣ㄤ漢瑙夊療鍒拌兘閲忎笅闄嶄粙浜?0.1 鍜?3.0 涔嬮棿錛堢伀鍔涜寖鍥達級錛岄偅涔堟満鍣ㄤ漢灝辯珛鍗沖垏鎹㈡柟鍚戯紝鍚戝乏鎴栧悜鍙崇Щ鍔ㄣ�?
    <li>wall avoid錛氳繖鏄竴縐嶄嬌鑷繁鐨勬満鍣ㄤ漢涓嶄細琚洶鍦ㄨ钀介噷鎴栬�呬笉浼氭挒澧欑殑縐誨姩鏂瑰紡 </li>
</ul>
<p style="COLOR: rgb(51,102,255)">鐬勫噯絳栫暐璇存槑濡備笅錛?/p>
<ul style="COLOR: rgb(51,102,255)">
    <li>Headon錛氭瀵圭瀯鍑?
    <li>Linear錛氱洿綰跨瀯鍑?
    <li>circular錛氬渾鍛ㄧ瀯鍑?
    <li>nearest robot錛氭帴榪戞満鍣ㄤ漢鐬勫噯
    <li>Log錛氫繚瀛樻瘡嬈″紑鐏褰?
    <li>Statistic錛氱粺璁″鐬勫噯錛屽垎鏋愭墍鏈夋墦涓強鏈墦涓殑嬈℃暟錛屼互鍏朵腑鎵懼嚭鏈�楂樻墦涓晫浜虹殑姒傜巼涓哄噯鍒?
    <li>Angular錛氭壘鍒版渶浣寵搴︾瀯鍑?
    <li>Wave錛氭嘗褰㈢瀯鍑嗭紝瀛愬脊浠ユ嘗鐨勬柟寮忚繘琛屾帰嫻?</li>
</ul>
<p style="COLOR: rgb(51,102,255)"><a name=N102C7><span id="hvzpftn"    class=smalltitle><strong><font color=#3366ff size=3>Robocode 琛屼負浜嬩歡</font></strong></span></a></p>
<p style="COLOR: rgb(51,102,255)">鍧﹀厠鐨勪富瑕侀兘瀹氫箟鍦ㄤ竴涓富寰幆涓紝鎴戜滑鍦ㄧ▼搴忎腑瀹氫箟涓轟笂闈㈠洓涓瓥鐣ュ畾涔夊洓縐嶆垬鐣ュMove,Radar,Power,Target錛屽綋鏌愪竴浜嬩歡鍙戠敓錛屽熀浜庤繖涓簨浠惰�屽畾鐨勮涓哄氨浼氳Е鍙戙�傝�屾瘡涓垬鐣ヤ腑閮芥湁涓嶅悓鐨勮涓哄鐞嗘柟寮忋�傝繖浜涜涓洪�氳繃閬椾紶綆楁硶瑙﹀彂錛岄仐浼犵畻娉曞皢璋冪敤榪欎簺鍩烘湰鍔ㄤ綔騫舵悳绱㈣繖浜涚瓥鐣ョ殑鏈�浣崇粍鍚堛�傚熀浜庤繖浜涘熀鏈姩浣滃皢鏈?224 (=4*11*4*3*8)縐嶅彲鑳藉彂鐢熴�傚湪Robocode AdvancedRobot 綾諱笅鏈夊涓嬬殑縐誨姩鍑芥暟錛?/p>
<ul style="COLOR: rgb(51,102,255)">
    <li>setAhead鍜宎head錛氳鏈哄櫒浜哄悜鍓嶇Щ鍔ㄤ竴瀹氳窛紱?
    <li>setBack鍜宐ack錛氳鏈哄櫒浜哄悜鍚庣Щ鍔ㄤ竴瀹氳窛紱?
    <li>setMaxTurnRate錛氳緗満鍣ㄤ漢鏈�澶х殑鏃嬭漿閫熷害
    <li>setMaxVelocity錛氳緗満鍣ㄤ漢鏈�澶х殑榪愬姩閫熷害
    <li>setStop鍜宻top錛氬仠姝㈢Щ鍔ㄦ垨鏆傚仠鏈哄櫒浜猴紝騫惰浣忓仠姝㈢殑浣嶇疆
    <li>setResume鍜宺esume錛氶噸鏂板紑濮嬬Щ鍔ㄥ仠姝㈢殑鏈哄櫒浜?
    <li>setTurnLeft鍜宼urnLeft錛氬悜宸︽棆杞満鍣ㄤ漢
    <li>setTurnRight鍜宼urnRight錛氬悜鍙蟲棆杞満鍣ㄤ漢 </li>
</ul>
<p style="COLOR: rgb(51,102,255)">涓嬮潰鏄?doMove 縐誨姩鏂規硶涓嬌鐢ㄩ儴鍒嗙▼搴忎唬鐮侊細</p>
<p style="COLOR: rgb(51,102,255)">Random錛?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section>switch(Math.random()*2) {<br> case 0錛?setTurnRight(Math.random()*90);<br>break;<br>case 1錛?setTurnLeft(Math.random()*90);<br> break; }<br> execute();<br></pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">Linear錛?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section>ahead(200);<br>setBack(200);<br></pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">Circular錛?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section>setTurnRight(1000);<br>setMaxVelocity(4);<br>ahead(1000);<br></pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">anti gravity錛?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section> double forceX = 0;<br>  double forceY = 0;<br>  for (int i=0; i   </pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">榪欓噷鎴戜滑鐢ㄩ仐浼犵畻娉曟潵鎺у埗鏈哄櫒浜虹Щ鍔ㄤ綅緗�傝繖浜涚瓥鐣ユ槸鍩轟簬涓嬮潰鍑犵偣錛氭満鍣ㄤ漢浜鴻嚜宸辯殑浣嶇疆銆侀�熷害鍜屾柟浣?瀵規墜鐨勪綅緗紙x,y鍧愭爣錛夈�侀�熷害銆佹柟浣嶄互鍙婄浉瀵硅;鎵�鏈夋満鍣ㄤ漢鍜屽瓙寮逛綅緗紝鏂逛綅鍙婇�熷害;鍦哄湴澶у皬絳夊弬鏁般�?/p>
<p style="COLOR: rgb(51,102,255)">褰撲笂闈㈢殑淇℃伅鍦ㄤ笅涓�鍥炵Щ鍔ㄤ腑浣跨敤鏃訛紝鍑鴻緭鍑轟竴瀵瑰潗鏍囧�鹼紝鏍規嵁榪欏鍧愭爣鍦≧obocode灝辮兘寰楀埌璺濈鍜岃搴︺�傝鎯寵縐誨姩瀹炵幇閬椾紶蹇呴』瑕佽瀹冨疄鐜板湪綰垮涔狅細鎵�浠ユ垜浠殑浠ｇ爜蹇呴』鍋氫笅闈㈠嚑浠朵簨錛氳鏈変竴涓嚱鏁版敹闆嗛�傚簲搴﹀�鹼紝鍦≧obocode榪愯榪囩▼涓榪愮敤鍒伴仐浼犳搷浣滐紝閬椾紶鍚庝唬瑕佸湪Robocode榪愯涓駭鐢燂紝鑰屼笉鏄簨鍚庣敱鎵嬪啓鍏ヤ唬鐮併�?/p>
<p style="COLOR: rgb(51,102,255)"><a name=N10310><span id="hvzpftn"    class=smalltitle><strong><font color=#3366ff size=3>閬椾紶鎿嶄綔</font></strong></span></a></p>
<p style="COLOR: rgb(51,102,255)">鏈緥涓仐浼犵畻娉曚負瀹炵幇縐誨姩鐢ㄥ埌涓や釜綾籊A鍜孧ovePattern銆傛澶勭殑GA姣旇緝綆�鍗曚富瑕佸畬鎴愭暟鎹拰緹や綋鐨勫畾涔夛紝浠ュ強榪欎簺瀹氫箟鐨勮鍐欐枃浠舵搷浣溿�傚熀涓寘鎷涓嬪弬鏁幫細緹や綋澶у皬銆佷氦鍙夋鐜囥�佸彉寮傛鐜囥�佺簿鑻辨鐜囷紙鏃㈠憡璇変粠褰撳墠緹や綋鍒頒笅涓�浠ｄ腑鏈夊灝戠Щ鍔ㄤ笉闇�瑕佹敼鍙橈級銆佹柟紼嬪紡涓嬌鐢ㄧ殑鍔犳潈緋繪暟澶у皬錛屽畠閫氳繃涓�涓富寰幆瀹屾垚MovePattern鐨勫皝瑁呫�侻ovePattern綾諱腑瀹炵幇浜ゅ弶銆佸彉寮傛柟娉曠瓑鏂規硶錛屽畬鎴愮Щ鍔ㄦā寮忔搷浣溿�傝�屾墍鏈夌殑杈撳嚭淇濆瓨鍦ㄤ竴涓獀ector鍑芥暟褰撲腑銆俈ector鍑芥暟鎷ユ湁涓�瀵瑰疄鏁版暟緇勶紝涓�涓敤浜庤綆梮鍧愭爣錛屽彟涓�涓敤浜庤綆梱鍧愭爣銆傞�氳繃瀵箈,y鍧愭爣鐨勮綆楋紝浠庤�屽緱鍒拌窛紱匯�佽搴︾瓑鍊鹼紝騫朵駭鐢熺浉灝卞湪縐誨姩絳栫暐銆傚涓嬶紝MovePattern鍖呭惈涓変釜鍙傛暟錛実rad琛ㄧずvector鍑芥暟鎺掑垪欏哄簭錛宨nput鍗寵〃紺虹畻娉曠粰鍑虹殑杈撳叆緙栧彿錛宺ang鏄姞鏉冪殑鑼冨洿銆?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section>public class MovePatteren implements Comparable {<br> private int grad, input;<br> private double range;<br> protected double fitness=0;<br> protected double[] weightsX, weightsY;    <br>&#8230; }<br></pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">浜ゅ弶鎿嶄綔錛氭瘡涓�涓氦鍙夋搷浣滄墽琛屽涓嬫楠わ紝鍏堝湪浜ゅ弶鎿嶄綔涓駭鐢熶竴涓壒寰佺爜銆傝繖涓壒寰佺爜鏄釜0鍒?涔嬮棿鐨勫彉閲忔暟緇勩�傛湁鍏充氦鍙夌殑鍩烘湰鍘熺悊鍙弬鑰冧笂闈㈤儴鍒嗐�傛渶鍚庨�氳繃閬嶅巻vector鍑芥暟錛屾妸鐩稿簲鐨勫姞鏉冨�艱繘琛屼氦鍙夋搷浣溿�?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section>protected MovePatteren crossOver(MovePatteren mate, boolean[] maskx, boolean[] masky) {<br>  double[] wx= new double[weightsX.length];<br>  double[] wy= new double[weightsX.length];<br>  for(int mask=0; mask &lt;="" pre="" mask++)="" for(int="" g="0;" g  </pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">榪欓噷鐨勫彉寮傛搷浣滄瘮杈冪畝鍗曘�傛妸鍔犳潈鑼冨洿鍐呯殑闅忔満鏁板�煎幓浠ｆ浛0鍒版暟緇勯暱涔嬮棿鐨勯殢鏈烘暟騫朵繚瀛樺埌縐誨姩妯″紡涓�傚垯瀹屾垚鏁翠釜鏁扮粍鐨勫彉寮傝繃紼嬶細</p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=5 width="100%" bgColor=#eeeeee border=1>
    <tbody>
        <tr>
            <td><code>
            <pre class=section>protected void mutate() {<br>weightsX[(int)(Math.random()*weightsX.length)]=Math.random()*range*2-range;<br>weightsY[(int)(Math.random()*weightsX.length)]=Math.random()*range*2-range;<br>}<br></pre>
            </code></td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)">浠庝笂闈㈢殑渚嬪瓙鎴戜滑鐭ラ亾浜嗛仐浼犵畻娉曠殑澶ф瀹炵幇錛屼絾騫舵病鏈夊憡璇夋垜浠繖浜涚粍浠舵槸濡備綍涓�璧峰伐浣滅殑銆傚綋Robocode寮�濮嬫椂錛屽鏋滄枃浠朵腑娌℃湁鏁版嵁錛屾墍浠ョ郴緇熶細渚濈収杈撳叆鐨勭瓥鐣ラ殢鏈虹敓鎴愪竴涓Щ鍔ㄦā寮忥紝濡傛灉鏂囦歡涓湁鏁版嵁錛屽垯鍔犺澆榪欎簺鏁版嵁銆傛瘡涓�涓Щ鍔ㄦā寮忓湪寮�濮嬮兘浼氱粰鍑轟簡涓�涓�傚簲搴﹀�箋�傚綋鎵�鏈夌殑縐誨姩妯″紡閮芥帴鏀跺埌閫傚簲搴﹀�鹼紝騫跺畬鎴愬悇鑷殑緙栧彿鍚庯紝涓嬮潰鐨勬搷浣滃皢寮�濮嬫墽琛岋細</p>
<ol style="COLOR: rgb(51,102,255)">
    <li>瀵規墍鏈夌殑縐誨姩妯″紡渚濇嵁瀹冧滑鐨勯�傚簲搴﹀�艱繘琛屽垎綰у鐞?
    <li>鎵ц綺捐嫳鎿嶄綔
    <li>鎵ц浜ゅ弶鎿嶄綔
    <li>搴旂敤鍙樺紓鎿嶄綔
    <li>淇濆瓨鍔犳潈
    <li>綆楁硶閲嶆柊寮�濮?</li>
</ol>
<p style="COLOR: rgb(51,102,255)">閫傚簲搴﹀�煎湪榪涜榪愮畻榪囩▼涓敱鏈哄櫒浜虹▼搴忎笉鏂皟鏁達紝浠ユ壘鍒版渶浼橀�傚簲搴︺�?/p>
<p style="COLOR: rgb(51,102,255)">闄愪簬綃囧壇鍏朵粬鐨勪竴浜涚瓥鐣ユ湰鏂囦笉涓庤緇嗚鏄庯紝涓婇潰鎵�鏈夋彁鍒扮殑絳栫暐鍜岃涓虹▼搴忛兘鍙湪緗戜笂鎴朓BM鐨勫紑鍙戞潅蹇椾笂鎵懼埌鎴愮啛鐨勮瑙ｅ拰渚嬪瓙鏈哄櫒浜恒�傛湁鍏磋叮鐨勬湅鍙嬪彲浠ユ妸榪欎簺絳栫暐閮藉姞鍏ュ埌鑷繁鐨勯仐浼犵畻娉曚腑鏉ャ�傛垜浠彇緹や綋澶у皬涓?0錛岄�夋嫨姒傜巼涓?.7錛屼氦鍙夋鐜囦負0.6錛屽彉寮傛鐜囦負0.3錛屼笌Robocode閮ㄥ垎渚嬪瓙鏈哄櫒浜烘祴璇曪紝緇忚繃150浠ｅ悗浣犱細鍙戠幇緋葷粺浜х敓浜嗗緢澶氭湁瓚ｇ殑絳栫暐銆傛瘮濡傛挒鍑葷瓥鐣ワ紝榪欎簺絳栫暐閮戒笉鍦ㄦ垜浠畾涔夌殑絳栫暐涔嬩腑銆?/p>
<br style="COLOR: rgb(51,102,255)">
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=0 width="100%" border=0>
    <tbody>
        <tr>
            <td><img height=1 src="vid:leeshaoqun%E7%9A%84%E4%B8%93%E6%A0%8F.files/blue_rule.gif" width=547><br><img height=6 src="vid:leeshaoqun%E7%9A%84%E4%B8%93%E6%A0%8F.files/c.gif" width=8 border=0></td>
        </tr>
    </tbody>
</table>
<table class=no-print style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=0 align=right>
    <tbody>
        <tr align=right>
            <td><img height=4 src="vid:leeshaoqun%E7%9A%84%E4%B8%93%E6%A0%8F.files/c.gif" width=69><br>
            <table cellSpacing=0 cellPadding=0 border=0>
                <tbody>
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                        <td vAlign=center><br></td>
                        <td vAlign=top align=right><a class=fbox ><strong></strong></a><br></td>
                    </tr>
                </tbody>
            </table>
            </td>
        </tr>
    </tbody>
</table>
<br style="COLOR: rgb(51,102,255)"><br style="COLOR: rgb(51,102,255)">
<p style="COLOR: rgb(51,102,255)"><a name=N10349><span id="hvzpftn"    class=atitle><font color=#3366ff size=4>涓棿瑙ｉ噴紼嬪簭榪涘寲鏈哄櫒浜?/font></span></a></p>
<p style="COLOR: rgb(51,102,255)">閬椾紶綆楁硶鍙鐪嬪仛浠繪剰鍩哄洜緇勫瓧絎︿覆銆備絾鏄綘蹇呴』鍐沖畾榪欎簺瀛楃鎵�浠ｈ〃鐨勬剰涔夛紝涔熷氨鏄濡備綍瑙ｉ噴姣忎竴涓熀鍥犵粍銆傛渶綆�鍗曠殑鏂規硶鏄妸姣忎竴涓熀鍥犵粍瑙嗕負java浠ｇ爜錛岀紪璇戝茍榪愯瀹冧滑銆備絾鏄繖浜涚▼搴忕紪璇戦兘寰堝洶闅撅紝鎵�浠ヤ篃灝辨湁鍙兘涓嶈兘宸ヤ綔銆侸acob Eisenstein璁捐浜嗕竴縐嶆満鍣ㄧ炕璇戣璦�TableRex鏉ヨВ鍐寵繖涓棶棰樸�傚湪java涓紝TableRex琚敤浜庤繘鍖栧拰瑙ｉ噴鍔ㄨ鏃剁殑Robocode 鏈哄櫒浜恒�傞�氳繃嫻嬭瘯錛屽彧瑕佹垜鎶奣ableRex瑙ｉ噴紼嬪簭浣滀負鏂囦歡鏀懼叆Robocode鎺у埗鍣ㄧ洰褰曚腑錛岃繖浜涙帶鍒跺櫒灝變細璇誨彇鏂囦歡騫跺紑濮嬫垬鏂椼�俆ableRex鏄竴浜涙渶閫傚悎閬椾紶綆楁硶鐨勪簩榪涘埗緙栫▼銆傚彧瑕佺鍚圱ableRex紼嬪簭鏂囨硶錛屾瘡涓▼搴忛兘鑳借瑙ｉ噴銆?/p>
<p style="COLOR: rgb(51,102,255)"><a name=N10352><span id="hvzpftn"    class=smalltitle><strong><font color=#3366ff size=3>緙栫爜</font></strong></span></a></p>
<p style="COLOR: rgb(51,102,255)">涓嬭〃涓樉紺轟簡TableRex緙栫爜緇撴瀯錛屽畠鐢變竴涓鍔ㄤ綔鍑芥暟錛屼簩涓緭鍏ュ拰涓�涓緭鍑虹粍鎴愩�傚琛?鐨勫�?錛岃繖鏄釜甯冨皵鍨嬬殑琛ㄨ揪寮?#8220;鍊?line4 灝忎簬 90&#8221;錛岃繖涓粨鏋滀細鍦ㄦ渶鍚庝竴琛岃緭鍑哄竷灝斾負1鐨勫�箋�?/p>
<table style="COLOR: rgb(51,102,255)" cellSpacing=0 cellPadding=0 border=1>
    <tbody>
        <tr>
            <th>Function</th>
            <th>Input 1</th>
            <th>Input 2</th>
            <th>Output</th>
        </tr>
        <tr>
            <td>1. Random</td>
            <td>ignore</td>
            <td>ignore</td>
            <td>0,87</td>
        </tr>
        <tr>
            <td>2. Divide</td>
            <td>Const_1</td>
            <td>Const_2</td>
            <td>0,5</td>
        </tr>
        <tr>
            <td>3. Greater Than</td>
            <td>Line 1</td>
            <td>Line 2</td>
            <td>1</td>
        </tr>
        <tr>
            <td>4. Normalize Angle</td>
            <td>Enemy bearing</td>
            <td>ignore</td>
            <td>-50</td>
        </tr>
        <tr>
            <td>5. Absolute Value</td>
            <td>Line 4</td>
            <td>ignore</td>
            <td>50</td>
        </tr>
        <tr>
            <td>6. Less Than</td>
            <td>Line 4</td>
            <td>Const_90</td>
            <td>1</td>
        </tr>
        <tr>
            <td>7. And</td>
            <td>Line 6</td>
            <td>Line 3</td>
            <td>1</td>
        </tr>
        <tr>
            <td>8. Multiply</td>
            <td>Const_10</td>
            <td>Const_10</td>
            <td>100</td>
        </tr>
        <tr>
            <td>9. Less Than</td>
            <td>Enemy distance</td>
            <td>Line 8</td>
            <td>0</td>
        </tr>
        <tr>
            <td>10. And</td>
            <td>Line 9</td>
            <td>Line 7</td>
            <td>0</td>
        </tr>
        <tr>
            <td>11. Multiply</td>
            <td>Line 10</td>
            <td>Line 4</td>
            <td>0</td>
        </tr>
        <tr>
            <td>12 Output</td>
            <td>Turn gun left</td>
            <td>Line 11</td>
            <td>0</td>
        </tr>
    </tbody>
</table>
</div>
<br>
<img src ="http://www.shnenglu.com/twzheng/aggbug/21339.html" width = "1" height = "1" /><br><br><div align=right><a style="text-decoration:none;" href="http://www.shnenglu.com/twzheng/" target="_blank">璋枃鏀?/a> 2007-04-05 18:39 <a href="http://www.shnenglu.com/twzheng/articles/21339.html#Feedback" target="_blank" style="text-decoration:none;">鍙戣〃璇勮</a></div>]]></description></item></channel></rss>                                                                                                                                                                           <a href="http://www.shnenglu.com/">&#38738;&#38738;&#33609;&#21407;&#32508;&#21512;&#20037;&#20037;&#22823;&#20234;&#20154;&#23548;&#33322;&#95;&#33394;&#32508;&#21512;&#20037;&#20037;&#22825;&#22825;&#32508;&#21512;&#95;&#26085;&#26085;&#22108;&#22108;&#22812;&#22812;&#29408;&#29408;&#20037;&#20037;&#19969;&#39321;&#20116;&#26376;&#95;&#28909;&#20037;&#20037;&#36825;&#37324;&#21482;&#26377;&#31934;&#21697;</a>

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