家住南城 发表于 2021-5-12 18:28:28

EA邦高手如云,这么好的交易系统看出来了吗?

上次发过一个关于交易策略的帖子,本来以为会被人喷的体无完肤,结果大家热情还挺高的,不但没喷我,还表示感谢,让我找到了曾经混某榴论坛时的感觉,看来EA邦的用户素质都很高啊。
(帖子里发不了链接,麻烦管理员把我说到链接的地方,插入链接,还有下面关键的地方加上隐藏,要回复才能查看,因为很不谦虚的说,本人写的东西自认为还是值得一读的,希望帖子别沉了。)

这个帖子跟之前的帖子一样,主要还是扫盲贴,主要讲思路,这回说说透过表面看本质的问题。
每次Ea更新,表面上肯定能看到的是Ea更新的功能列表,3.4版本更新了这几个功能:(管理员插链接)https://www.eabang.com/bbs/forum.php?mod=viewthread&tid=1647
这几个功能基于的是一些交易者或交易员的需求,3.4版本的需求在这里:(管理员插链接)https://www.eabang.com/bbs/forum.php?mod=viewthread&tid=1572

每个EA的更新,一般都是这样一个流程,都是一些人提出功能上的需求,这些需求现在的EA版本满足不了,然后EA邦的老师根据这些需求和人的重要性来更新EA。
那么这些交易者为什么要更新这些功能,一定是自己交易系统的需要。
但是他们在提出需求的时候,不会在帖子上写出来,他的交易系统是什么,这些增加的功能要如何服务他们的交易系统,他们只会写出来需要的是什么功能而已。
想看出他们背后的交易系统,就要动动脑筋了,对于高手来说,可能一眼就能看穿隐藏在背后的交易系统,可是对于小白来说可能一脸懵逼。

举个例子,咱们就拿这次更新的功能来说,点上面的更新功能的那两个帖子,能看到这次更新了这几个功能:
1、修改了反向对冲的平仓方式,改成了nvm,用nvm平仓更科学,之前是平仓最远的订单,现在是在一串订单里,平仓每一笔订单的一个百分比,很明显,这样能更快降低整体一个方向上,亏损订单的整体仓位。
   
2、NVM增加了百分比对冲,这个也是功能上的提升,跟上面的差不多。

3、加仓的仓位计算部分,现在可以用单边最大仓位来计算,之前是以时间开仓的最后或最早的订单来计算,比如最后开仓订单0.3手,加仓是末单倍数1.5倍,那下笔开仓是0.45手,现在以账户中最大仓位来计算,可能最大仓位是之前开的0.5手的一笔订单,那下笔仓位就是0.75手。

4、加仓条件里增加了一个功能,这个功能很奇葩,加仓另一订单功能,开启后,满足多单加仓条件时,同时再开一笔空单。

其实如果有心的话,还会发现在上一个版本里,也增加了一个功能,也是这人提出来的需求,总体止盈中的见好就收策略(净值递增全平)。

以上这4个功能聪明的能看出来吧,很明显这是想实现一种对冲的交易方法。
后面几条是为了第1条的反向对冲服务的,这跟反向对冲的特点有关,看到这几功能,实际上可以在大脑中形成这样一种交易场景:
第一笔订单无脑开,开仓方式有很多种,有过滤效果肯定更好,不过这些小细节,先不说,咱们就先用无脑开仓。

不管上涨还是下跌,都以一个固定点数加仓(用条件加仓更好,小细节,咱们不讨论,只讲大方向)。

加仓后就是这种效果,上面更新的一个功能是同时加仓另一方向订单,就是多单顺势或逆势加仓,同时开一笔空单,空单顺势或逆势加仓,同时开一笔多单,开启这个功能后就是这种效果,上涨也同样会这样加仓。
行情继续,会出现下图的情况。
data:image/png;base64,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
这时用到了反向对冲功能,空单是盈利的,会平仓,然后带着一部分多单平仓,这时账户里可能会剩下最下边的一笔0.01手的多单,然后会继续加仓。

如果这时行情上涨,会满足多单盈利对冲空单的条件,因为空单是0.01手,不能再拆分,所以多空单会全部平仓。


上面是一个普遍情况,再看一个单边下跌的情况。

我就用了一张图,凑合看吧,用点心想想,能明白,贴图太累了,我不是网站客服,咱们没有利益关系,别要求我做我不喜欢的,特别是有一种人,一副高高在上的样子,好像我欠他钱似的。

还有一种人,我身边就有这样的朋友,觉得自己有点钱,好像放外汇里,就能跟放银行一样稳定,盈利像小孩过家家一样简单,随便网上下个ea,没研究明白策略也敢用,也不知道这信心是哪来的。

下面的设置,用欧元,完整的从2014-2021年5月,也就是经过了大家都在说马丁策略通不过的2014年-2015年那40000点的大行情,都没有问题,下面是我的设置和回测报告。
这个参数我是调了几次的,感觉一般,可能还没找到门道,找参数不仅是经验,有时候也看运气,设置仅供参考,不建议直接拿来用,最好加一些条件开平仓和加仓,把自己的策略融合进去。

(下面内容管理员帮我设成回复可见)
**** Hidden Message *****
最后的盈利情况,可以加上一些开平仓条件,或是加仓条件和加仓方式改一下,会更好。
还有就是,我这测试的是一个品种,如果多个品种,应该把净值增加平仓这个功能用上,他提出这个需求,肯定是有用的,还有单方向的NVM对冲,也可以用上。

唐老师 发表于 2021-5-13 12:28:07

3.4.2版本增加了一个功能,也是lg038211的策略,配合使用效果更好。
还有,可以尝试用多品种,加上净值递增平仓功能。
https://www.eabang.com/bbs/forum.php?mod=viewthread&tid=1656&page=1&extra=#pid40797

yiyu918 发表于 2021-5-12 20:16:03

谢谢大佬分享,祝你日进斗金11111111111111

lizhuobin 发表于 2021-5-12 20:20:46

谢谢大佬分享,祝你日进斗金11111111111111

唐老师 发表于 2021-5-12 20:24:50

大佬,继续分享,不要停。

lg038211 发表于 2021-5-12 20:29:39

本帖最后由 lg038211 于 2021-5-12 21:36 编辑

{:3_50:},楼主是高手,一眼就看出来这个策略的思路了,厉害,而且讲解的也很清晰,这些功能确实是多空订单对冲的思路,单独一个功能是实现不了的,是一个集成多个功能同时生效配合才能达到最终效果的策略系统,这个策略只是用了数学上等量方程加减的原理,相当于:等号的左右两边,一边是多单,一边是空单,在不相等的时候,就去逐步分解他们,让他们尽量相等,保持平衡,尽最大力量去抵抗单边,比传统的马丁抗单边能力强很多,但如果很大的单边,也还是有抗不住的时候,当然,参数如果设置的恰当,也是有通吃的可能性的。没想到EA帮老师的技术也这么好,竟然能把这些功能全部做出来并融合在一起,全都是高手。

dsgjwqp 发表于 2021-5-12 20:39:57

谢谢大佬分享,祝你日进斗金11111111111111

linbanen 发表于 2021-5-12 21:15:02

谢谢大佬分享,祝你日进斗金11111111111111

智汇彬哥 发表于 2021-5-12 21:58:01

厉害厉害,楼主是高手!受教了
谢谢大佬分享,祝你日进斗金

windflght 发表于 2021-5-12 22:10:36

最喜欢看别人分享经验了:lol,感谢分享!

hfei0258 发表于 2021-5-12 22:17:46

厉害厉害,楼主是高手!受教了 谢谢大佬分享,祝你日进斗金
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查看完整版本: EA邦高手如云,这么好的交易系统看出来了吗?