{"id":6544,"date":"2022-12-15T02:31:57","date_gmt":"2022-12-15T02:31:57","guid":{"rendered":"http:\/\/imperialcollege.in\/?p=6544"},"modified":"2024-10-31T08:36:51","modified_gmt":"2024-10-31T08:36:51","slug":"ultimate-guide-to-algorithmic-trading-strategies","status":"publish","type":"post","link":"http:\/\/imperialcollege.in\/?p=6544","title":{"rendered":"Ultimate Guide to Algorithmic Trading Strategies"},"content":{"rendered":"<div id=\"toc\" style=\"background: #f9f9f9;border: 1px solid #aaa;display: table;margin-bottom: 1em;padding: 1em;width: 350px;\">\n<p class=\"toctitle\" style=\"font-weight: 700;text-align: center;\">Content<\/p>\n<ul class=\"toc_list\">\n<li><a href=\"#toc-0\">How do Algorithms work in Trading?<\/a><\/li>\n<li><a href=\"#toc-1\">Recent developments and potential future trends in algorithmic trading<\/a><\/li>\n<li><a href=\"#toc-2\">Example of a Mean Reversion Strategy<\/a><\/li>\n<li><a href=\"#toc-3\">Bookmap Review: The Best Software and Broker Integration for Trading in 2024<\/a><\/li>\n<\/ul>\n<\/div>\n<p>The trader will be left with an <a href=\"https:\/\/www.xcritical.com\/\">https:\/\/www.xcritical.com\/<\/a> open position making the arbitrage strategy worthless. This open-source approach permits individual traders and amateur programmers to participate in what was once the domain of specialized professionals. They also host competitions where amateur programmers can propose their trading algorithms, with the most profitable applications earning commissions or recognition. Algorithmic trading uses complex mathematical models with human oversight to make decisions to trade securities, and HFT algorithmic trading enables firms to make tens of thousands of trades per second. Algorithmic trading can be used for, among other things, order execution, arbitrage, and trend trading strategies. Over time, these systems have grown increasingly sophisticated, utilizing artificial intelligence (AI) techniques like machine learning and deep learning.<\/p>\n<h2 id=\"toc-0\">How do Algorithms work in Trading?<\/h2>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"307px\" alt=\"algo based trading\"\/><\/p>\n<p>There are additional risks and challenges such as&nbsp;system failure risks, network connectivity errors, time-lags between trade orders and execution <a href=\"https:\/\/www.xcritical.com\/blog\/algorithmic-trading-what-is-algo-trading-examples\/\">algo based trading<\/a> and, most important of all,&nbsp;imperfect algorithms. The more complex an algorithm, the more stringent backtesting is needed before it is put into action. Volume-weighted average price strategy&nbsp;breaks up a large order and releases dynamically determined smaller chunks of the order to the market using stock-specific historical volume profiles. The aim is to execute the order close to the volume-weighted average price (VWAP).<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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dLsXgullVNp1WYluvYUyrwKuR7UV1PC+sidZFcx9I1ZlVqrwK6NsjO1IpzYbFzjJKTunvO10JwhxFKvCnWk5wk0vK1tXdrp7dW7ZY5fRSFIB3h9SsdJ7l2j2Hy4Hh8k1Bh0sj4LvlkpKeR711j0u6R7FVy9syX1LYX7W4T4lTfVlt3JPvfw3vf\/wByQyk85VnJTlre1+J8W0jiaqxVVKUufLpf0n1nMe7XSRQY7URU8UMMbY6RWxQxsiYiugjVypHGiIiqqqphlzOd3n74ar+qo\/N4zBTv8P5uPYj61oht4Oi3reSPgZ3uFUUNRjbY6mGCePetS7VTRsmZmbq8rtXIipdLrt7Jv71LYX7W4T4lTfVmiPQ9L\/t5velV\/wC2dHHVaQk1V1PoR4LhfWqQxqUZNeRHY2umRr\/dY0foIcCr5YaHDopGRxKyWKlp45GKtRCiq2RjEVq2VU2cpzpTTLHIyRqRudG9j2skakkblY5HNbJG7Y9iqllavCiqdO7sn3vYj\/VRecQnLptaObdN33\/A77gfOVTCVM7cvLa1u\/zY7zqrR7C8HrqOnrIcNwnV1ETZGpvKlVWKuySN1o+iY9HMXssU9\/qXwz2twnxKm+rNYehv0iu2owuV3Q3q6S\/WqqMq402WSzljeiceskXiNzHW11KnNxu+rWeK0tSr4PFTo55WTutb1p618O1HLO6lgiYfjNXAxqNhe5KimamxqQ1HPo1qJ0LGP1saJ+SMZN3+iRwXPT0mIMTnoXupp1RE2xzXkgc5eJGyMc3t1BpbD6WSomip4UvLPLHDEnK+Z6Rx3txZnId1hauekpPv7j6ToXHLE4KFWT1pWl2x1N9+3vN47hmidM7ClqqylpZ31cz3Rb4gjmWOCG8LMqStXLmkSZ10tdFZyIZ96l8M9rcK8Spvqz24TQx0tNBTQ7I6eKKGPlyxMRjVXlVUbde2fSuqo4IZJ5nIyKGN8sr14Gsjar3r4EU6OpWlObab1s+X43SFbE4mc4yl5UtSTfYlbssaT3fJKKB9NQUdJQQS23zUyw00MT0auaOmi1kbEWyrrXKl\/wAGPlNVnu0ixaSvraisl2PqJXPy8ORiWZDHfjyRtY3808B31CGSCT7z6rozCPDYaFOTbkl5Tbvret\/BdRUhKkEocpul20J6r4X7pYb53Cbi9Eb1IpvdKDzSuNO6E9V8L90sN87hNxeiO6kU3ulD5pXGjiPP0zyulf8AVcJ3+80IMqcieAA3j1diHFKlTikIziUlLispcVGaKFKSVIKzJBSlSVIUIyRAABkFKSpSkpkAoCkAQEEoAAAQAAAAAAAAAAAAAAAAEXBbFsLgAoAABQAAAAAAAAAAAAAAD74d05n53zXF5uWbD+ms\/O+apeTjntNPEc7uFxcAwOAXFwABcXAAFxcAAXFwABcXAAFxcAAAAEAABAAAAAACUUm5ShIYJuLkAgJuLkAAm4uQACbgISWxAAAAAAQAAAAAAAAAC4BLgAAAAAAHjxfpad2nzXHsPHi\/S07tPmuLHaclLnItYAOU3wdN\/wAx\/wC6\/wDpBzIdN\/zH\/uv\/AKQaGO+Z9o8hws\/2381e45kABvnsAAAQAAAAAoAABQAAQlpUhS0qUBhQQSCMlCSEJIYMqQkpQqKzBlRUhSVIQxZUhKkIAYEodKbh\/wB79B3Vb\/mFUc1odKbh\/wB79B3Vb\/mFUaGkfNrt9zPJcMPRIfzI\/lkc1QdA3uU+QrUop15xvcp8hXY3merIKX8C9oqKHcC9pQynXWj3rKk71pvIsPceHR71lSd603kWHuPMS5z7T4fX85LtficqbpHVvE+\/an56lO51RzT4zhzKdHZ21dPM5W35yKCVktRIqpwNSNruHYt0TjOh8Q0CweomknnoYpJZXuklkWSdFe963c5UbIiJdeQumB4DRUKOSipaanz2zrFGjXPROhR8nRPRL8a8anZPHxyZUne1j3E+FtFYXiqcJOWTLrtbZa+pt+z1FyMZ3U8QbTYHiL3rbWUs1PHyrJVtWmjRE41vLftNVeIvGOYpFRwOnmbUuY38GCnnqpFVeD7nTscrU\/pOs1ONUOcd0\/TyXGZWMYx0FFA5Vhp3KiyPksrFmnyqqJIiKrUal0aiuS63VTVwtB1Jp9Ces6LQGiKuMrxnbyINOT7Ndl1v2GGBQQegPr51NuR\/e\/hve\/8A7khlRiu5J97+G97\/APuSGVHma3Pl2s+H6T9Lrfbn+ZnNG7198NV\/VUfm0Zghne7z98VV\/VUfm8Zgh6HD+aj2I+waH9Cofy4+CNh+h66vN7zq\/wD2zo85w9D11eb3pV\/+2dHnUaR873I+fcM\/Tl9iPjIxHdk+97Ef6qLziE5dOot2T73sR\/qovOITl029G+bfb8D0HAr0Sf8AMf5Ylx0YxiTD66mrYrq6nlR6sT\/tI1uyeP8APjdI38865oaqOeKOaFyPimjZLFInA+ORqPjcnYVqocam\/vQ76Q6+gloJHXlonZ4brdXUszlciJfhySq9OREkjQaRo3ipro2nHwy0dxlGOJitdPU+x\/B+LM600wdMQw2ro9maeF6RKvA2ZlpKZy9hJWRr7xpD0P2Db4xdah7VyUESyK1UsqVE+aCBrmrwKjUqHdhYkOhyy6MaOw0D650PDW1ktW\/+gsiN+5t\/oI\/WuRPyinX0sQ4U5R3\/AKfsPI4DSzw+Dr0OmpbL1X1S9cS9GrvRC6Q6iiiw+N1pKx2eay2VtNC5FstlumeVGpyKkUiG0HKiIqqqIibVVdiIicKqvEljlTT\/AB9cTxOoq0VdW52rpkXZlp4rtg2Wu3Ml3qnEsrjkwFLPO72R1\/A2uC2j+UYrjJc2lr7\/AJq9\/cWJCbkISd4fUmVIShShUgMS76E9V8L90sN87hNxeiO6kU3ulD5pXGndCeq+F+6WG+dwm4vRHdSKb3Sh80rjQxHn6feeT0r\/AKphO\/3mhASQb561EKUqSpChGaIKFKykIyKHFJUpSqGRmiFIUlSFCMiAoAMkQQAUoCgKQEAApkTcEAhLEgXBCAAAAAAAKLkFRbEkAAAAFKAAAAAAAAAAAAARcAEkXAsBYXCEglyn3w3pzfzvmuLyWfDumt\/O+apeDintNLE85dgABia4NlaN7kz6uip6p9ekC1ETZUg3osuRknPRfdd8NzKrMruhS2a221zAcEw91XV09Ky96iaKK6fgpI5Ee\/tNbmd+adVRRtY1rGJZrUa1jU4GtalmonYsiJ7xpYyvKnZR1Nnl+EulquDVOFCWWUrtuyepaulPa\/A1JzFl9tE8Q\/6s1ppLhT6GtqKSR2d0Eis1mXJrGqiPifkVVyZo3Mda62zWuvCdQ0NUyaNJIlzMV0jUdyrFI6J\/6zHGmvRA4Xq62mq2pztRCsT1\/K0ypZVXlWOViJ\/UnFhcROU8s2aGgdN4mtiuJxMr3TsrJWa19CXRc1mevBqLfNXTU2bJviop6fWZc+r18rIs+S6Z7Z72ul7cKHkLtoX1Ww33Rw\/zuE7CTsmeyrycacpLak37DYvMVX20TxD\/AKscxVfbRPEP+rNulkxvSvDqKdtPWVLYZXxtla10cyorHvfG1yyMYrG89E9Nq8XZQ6dYus9Sd+5fA+aUtP6TqvLTk5PcoRfhE1ZiW47WsS9NVUk9vwHtkpnLyZejaq9tU7ZgWNYRU0UuprIJYJLXRr02PROFY5GqrJW7eFqqh1Hh9dDURpLTSwzxOuiSxPbI1VTokzNXY5OThPLpJglPiFM+mqmI5jrq1yWR8L7WbLE\/8B6X7S7UW6KqLy08dNO09ZvYPhViKc8uKWZX16rNd2zusjlkFw0jwmWgrJ6SayvhflzolkkYqI6KRqLwI5jmrbivbiLedsmmro+gQnGcVKLumrp9p7MEw99XV09LHsdUTRxI618iPciOerbpdGtzOXsNU2fzFV9tE8Q\/6ss24LheuxSSpciK2jgVUXkmqbwxdhfuaVPgQ3fXVccEesldlZnhjzcSOnlZBFfsZ5GJ751uLxM4zywZ4zhBprEUMSqOGlayV9Sd2+1Pot6zTuM7kD6elnnjr9e+GGWVtOlEsay6pqvViP3y7K5USybF22NYHXHb99F4F5UVF4TlrSvDN5YhV0trJBO9safklXPTqt+NYnxr75yYPESqXU3c2eDWl62LdSFeWaSs1qS1bHsS2avWWwyHc\/0Y9Nqx9Nr97ZKd9RrdTr75JYYsmr1jLX1973\/A4NuzHjYnofuq8\/udP51RGzXk40210I7zSledHC1KlN2lGN09viXfmKr7aJ4h\/wBWOYqvtoniH\/Vm3TFqvdCweGaWCWsySwySQys3tWKjJInKyRudsOV1nNVLoqovFc6qOKry5uvsS+B4GjpzStZtUpOdtuWEXb1RMBrtxqpa1Vp66mlcnA2WGSmRfzmPksvvGA6Q4FV4fLqq2F8TlurHLZ0crUWyujlZdr02psRbpmS6IdMYPi1NWR62kninjRcqujdfK618r28LHWVFsqIu082luBRYjRy0syNu5FWGVUusEyIuqlavEqKtl5UVycZyU8bNStU8LG3g+E+JpVVDFq6vZ6srXXZWXdY5detkVeRFXwG3HbiyovVRPEP+rNSVMbm52ORUe3O1zONrm3a5vbRUVDqB+lWF3X\/aeE8K\/wDfqX6w2MXUnHLxfTfovuO84RY3F4dUuSt+VmvaKl9G21O21mueYsvtoniH\/VjmLL7aJ4h\/1ZtHDcVparPvSqpKnV5dZveeKfV582rz6py5L5H2vw5V5D2Gi8XWW1+xfA8nLhDpGLtKdn1wj\/aai5iy+2ieIf8AVmJbouhfpOtKm+t8753x\/wBhvfV731H5V+e+v7FsnHfZvFNK8L9s8J8epfrDWG7xitLVLh29KmkqdWlfrN7zxT6vPvPJn1TlyXyPtfhyryGxhq1WVRKWzs6judD6U0hWxcIV28rve8EvmtrXlXTbpNeYNR75q6amzZN8VFPT6zLn1evlZFnyXTPbPe10vbhQ2fzF19tE8Q\/6s13ob1Vw33Rw\/wA6iOoDkxledNpRdja4SaUxOEqU1QllUk76k+nrTOa9PtGfSmrZTa\/fGenZUa3Vai2eWaLJk1j721N73\/C4Nm32bnmhrcXSoRKzez6fVLq1ptfnZLns5Ha5lrLGqKll4W8pdt3\/AKrwe58HnNYW\/cYxPe+MxMVbMqmSUztuzM5ElhW3Gusia1P6xTmzzdDMnrtc7BYnEVNGcdCX7zJmvZdGt6rW1rqMm5i6+2ieIf8AVmscaoHUtVUUz1u6nmlhV1sufVvVqPRt1sjkRHcK9EdVGgd23D9TjMkiIuWqhhn7GZEWnkROzeBFXu+ya+DxM5zyyfQdTwd0ziMTiHTxEs143WpLY+pLoMIXtKvYThXkSxtiPcYcqIrsTRrrJmbvHNldbnm5t9Jmsuy9jAtAqDfOLUMPCjqhj3pysgvUSp77InJ7500Z4zESptKLsc\/CTS9bCTpwoSytpt6k+pbU+s0Bp\/oE3CaeKZ1dvh0syRMhSl1OzI57359e7YmVqWt\/2iGP6IYN6YV8FHrdTr9d921etyaqCWfpWdua+qy9Els19trGXbvWJ63EoqZFu2kgRXJyTVNpHp8U2nX3yz7j\/V+g7dZ5jVHLCc+JzN67N\/A7DC4jEfs116krzySknZatTcdSVtlnsMt5i6+2ieIf9WOYuvtoniH\/AFZtwxzGdOcKo6iSmqqpY5osmsj3vVyZdZG2VnPxQq112SMXYq8J10cTXlqi793+Dx1HTmlKzy0pOT22UIvwiYNzF19tE8Q\/6swfT\/Rn0pq2U2v3xnp46jW6rUWzyzRZMmsfe2pve\/4XBs27l5peCezV8Urvs5qvdfxylxDEYpqKXXRNo4oXP1csVpGz1Mjm5Z2NcvOysW9rc92FNrDVKznape3Zb3HfaFxekqmIUcUpKFntgo9mvKvEw0AHYHrwAAAePF+lp3afNcew8eL9LTu0+a4sdpyUuci1gA5TfB03\/Mf+6\/8ApBzIdN\/zH\/uv\/pBoY75n2jyHCz\/bfzV7jmQAG+ewAABAACgAApkAAQAAAxJQkpKgASQSCMlAECBGDKkKilCojMWVE3IJQGDKkJQgkGBKHSm4f971B3Vb5\/VHNaHSm4d972H91W\/5hVGhpHza7fczyfDBf+Dh\/MX5ZHNVP0De5b8iH0PnB0De5T5D6G8z1RSUO4F7SlZQ\/gXtKDI660e9ZUnetN5Fh7jw6PesqTvWm8iw9x5iXOfafDq\/nJfafiYziGnuD080kE9dFHLE90csaxzqrHtWzmqrY1RbKnEejCtMsKqpGx01fRySPWzItYkcj14msjls57uwiKc5bpHVvE+\/an56mPOS\/CdpHR8HFO71rqPfUuB+HqUYzU5pyin0Par7LLxOzDD90PQGkxaJ7kZHBXI1VhrmtRHOcic6yoyp93iXg23Vt7ovEvv3NquafBcPlqFc6V9NHnkcuZ0iJdscjnL0TnMRjlXjzGQnWKUqU9T1pniY1KuCxD4uVpQk1ddNnbvT3M4zqoXxSPilarJInviljXhZJG5WSMW3GjmuT3j5mW7skSM0ixJrbIiyU79nXTUlPNJ7+eRxiR6WnLNFPekz7VhK\/HUYVPpxjL1q\/vOpdyByLo\/hqp+Icnvtmla7\/iimVmvvQ+1qS4BHGi3WlqKqFycaZ5N9t961Sng7BsE85iFapLtZ8a0vTcMbWi\/py9rbXsOat31ippDUL10NI5O1qWs+VimBG2fRKYQ9ldS1yIuqngSmc62xs9O6SRqKvEropNifkH8hqY77CyTpRtuPrGgasamAouPRBL1an4Gw\/Q9dXk7zqvliT\/mdHmjPQ04O91TWYg5qpHHDvSJy9C+SV8c06NXlY2GJF\/r\/AAbzOo0hJOrq6EfPeF9WM8e1H5sYp+1+8w7dpejdHcRVeNlO3331cDG\/8XIcwHRfohq1seBLEvDU1VLE1P6ty1blXsfydPfVDnQ3tHr923vfwPVcDIOOClJ\/Om\/YorxTBf8Ac80gXC8UpqtVVIkdqqpE25qaazZ9iJdcvOyInGsLSwA3pRUk0+k9PXpRrU5U5q6kmn3nZ7VRUuioqLtRyLdFReBUXjQkxbclnfJgGHOkcrnJBkzLtXLDJJDEirx2ZGxPeMpPMTjlk1uPhuJo8TVnT25ZOPqdjAN3TSHeeEugjdaevV1OxONILItY+3Jkc2PZx1CHOiGxPRCzvdjbWOcqsio4EjZxNzulfIqJyqtrr\/RTkQ12d9gqahSXXrPqnBvBxw+Cg1tqeW327PUre0lCSEJNo71kkkEoW5iy8aE9V8L90sN87hNxeiO6kU3ulD5pXGnNCOq+F+6WG+dwm4\/RHdSKb3Sh80rjr8R5+n3nk9Lf6phO\/wB5oVSADfPWIpUpUqUpUI5EChSpSm4MilSFJUhTIyRSpBKkWIthyEABSlRSQhJBTJEhSAoFgAAUAAABAABcm5ABBcAAoAAAAAAAAAAAAAAABFwoFhckAlykWJAIAAAAARcA9OHdNb+d81S8Fmw5fuzfzvmqXk457TSxPOXYAAYmubB3B8L12KPqFS7aOFzkXkmqLwxbP6vfC\/mobtxetbTU09Q7oYIZpl7UTHScHH0P\/EwvcKwvUYTr3JZ9ZM+S6pZdVEuohTtXZI5P60uW6ys64PURUsNTPLUOihRkEUk70Y56PmVWRNVUbkjc267OfTlQ6au+MrW6LpHzPS1RYzSmS\/kqUYdyfle25adwXEFlwl8T1u+nqpU2rdVbOjajMvZWSSfwHt3aML3zg0z0S76R7KpncsvHUe8kUkjvzEMW3CqStpayqiqaOvgingY9JZ6aeGPW077MbnkYjcysnk+AbaqoGSxvikTNHIx8cjeuZI1WPT32uUlZ5K2Zb0zDSc1hNKOrTaazRnq69bWrvRyWXbQvqthvujh\/ncJ4cTon01RNTydHBLJC9bWu6J6sV1uRct\/fPdoX1Ww33Rw\/zuE7eTvF9h9HryUqE2tji\/A6iNF+iB6rwe50HnVab0NF+iB6rwe50HnVadTgfO9zPnXBX05fZkWnckxySjxWnYjlSGrkZTTx7crnSrkp35eBHNlczbyOenGdFHLOirFdiVA1NqrW0SInbqIzqZTPSEVmT3o2+GFKMa9Oa2yi79z1GmPRD0SNqqGpRNs0M0L15d7PY9l+zapVPzU5DVxuD0Rbk1eHN41fWKicqNbTo5fC5vhNR00D5ZGRRpeSV7I428r5HIyNPfcqG9hH+6V+vxPT8HZt6PpuXRm9kn7je+4XheowjXOSz6yaSXall1Uf3CFO1zkj0\/rT5bvWIOhwqOJjsr56qKypwo2nR1RmTspKyDwmc4VRMpqeGnj6CCKKFnZbExGIq8qrlvfsmqt3SkraqspYqajr54oIHPWWGmnmj1tRJZ7c8TFbmRkES\/nnXUmqlfM97Z43R9SOL0rxs2kszlr3LmrwNqYTWtqaaCob0M8MMze1KxsibOLojTnogML1ddT1bU52phWN62\/7WmVERVXlWOWNE\/qlNg7kq1CYNTxVcNTBLTulhVk8UkD1Y16vhcjJWoqs1b2NumznF7J5t2nC984NK9Eu+keypb3LLxz7eRIpHut+TQlB8XXt12MNF1Vg9J5U\/JzOHc3Ze2zOfDYnofeq8\/udP51RGuzYnofeq8\/udP51RHaYnzUuw93pz0Gt9k3ocu6Z9VsS90cQ86mOojFqvc9weaaSeWjzyzSSTSvWpq0R8krlkkdkSbK27nKtkRES+yx1eFrxpNuV9e48FoDStLATnKqpPMkllt0drRr70PLJN+1rkvqd7MbJya1ZUWnvyrkSo8K8pupDyYThtPSRJDSwxQRoqrkjajUVy2RXOXhe6yJtW67EMb3TNL48MpXsje1a2ZipTxIqK6PNdu+Hp+Cxu1Uv0Tm24EcqYVJOvU8lbf1c4cZVlpTG3oxaz2SXZqu\/1qRoXSF6OrqxzVRWuq6pzVTgVrpnq1UtxWseEIgO8Ssj6rCOWKjuVjbXoc+HFO1h37cbeZwp20NQ+hz4cU7WHftxt5nCnbQ6TF+dfd4Hy7hJ\/qFT+n8kTkWHoW9ynyFaFEPQt7lPkPoh3qPqRddDequG+6OH+dRHUBy\/ob1Vw33Rw\/zqI6gOq0jzo9h4Hhj52l9l+Jo3d\/6rwe58HnNYYDSVD4ZY5o1tJDJHLGvI+JySMX4TUM+3f+q8HufB5zWGvDew6vSj2HqdDJPA0k+mJ1dh9WyeCKePayaKOaNf6ErEez\/g5DWfohKC9PRVSJtjmlgd2p2a1ir2EWnf8Mve4lie+MHZG5bvpJZKdb8OS6TQr2kZKjU\/qi47qlBvjBK1vHHElQ1eNFpXJO63bYyRPzlOqp\/u61tzseBwieB0movZGeXueq\/qdzW24FQazEp6hUu2mplROxJUPRrF+LjnT3zd6qiJdVRETaqrsREThVV5LGu9wKg1eGzTqiZqipciLyx07UjZ\/wCY6cv+6jie9MGq3otnyM3vHZbLmqV1TlavK1jpHfmFxP7ytZdSObTTeL0k6cd8YL3+1s0BpJiS1lbU1S3tPNJI2+xUjV1oWqnYjRie8Xzcf6v0HbrPMaoxMyzcf6v0HbrPMao7WqrU5Jbn4HvMfBQwVWMdipyS7os6JNUaebm9fX4pU1cEuHNim1GRsss7ZE1VNDA7M2Onc1OeicqWVdip2ja5bazH6CGR0U9dh0MrLZ4ZaqCKRmZqPbmjkejm3a5qpdOByLxnSUak4O8PC58x0bjK+GqOeHV5NWeq+q66O1I0\/wAyDFPx+E\/HVX2UwTE6R1PUT08isV8E00EisVVYr4ZHRPViuRFVqq1bXRF7CHSvqpwv2zwnx6l+sOddK5WvxLEHxuY9j66ufHIxUcx7H1MjmPY9uxzVRUVFTYtzs8LVqTbU\/Cx7jQOkcXipzWJVkkmvJylsABunpgAAAePF+lp3afNcew8eL9LTu0+a4sdpyUuci1gA5TfB03\/Mf+6\/+kHMh03\/ADH\/ALr\/AOkGhjvmfaPIcLP9t\/NXuOZAAb57AAAtgAAUoAAAAAAABACSCQjEkXIuBYMqJDQDjZUhUUIVIGYsrJQpQqQhiyppJDSQcZKHSm4d972H91W\/5hVHNiHSe4d972H91W\/5hVGhpDza7fczyfDD0OH8xflkc1QdA3uU+QrKYOgb3LfkKzePVFLih3AvaKyh3AvaUGSOudHvWVJ3rTeRYe88OjyfyKk71pvIsPdY8xPnM+HV\/OS+0\/E1RpLuOrWV1VV+maRb5nkm1O8dZq9Y5XZdZvpue1+GydoYNuJUkb2urayoqmtW6wxxJRsenWvVJHvy9y5q9k2vYmy8inPyura1ztlwhx+RU1UaSVlZRXVtSufOGJrGNYxrWMY1rGMaiNaxrERrGtamxrURERE7Alkaxrnvc1rGNc573KiNa1qZnOcq8DURFW\/YLVj+k+H0DVWsrKaFURV1SvR0zrcOWmjvI\/3m8ZpLdR3T34kx1HQtkgonbJpH2bPVoi7Gua1V1MH9G6q6yXsl2ko4adV7NW8x0ZoTE46orRajfXNrV12vtfZ3mF6aYslfidZWNvknne6K6Ki6lloqe6LwO1TI7py3LQSLHoYqySXQfYaVONOEYR2RSS7tRs70PWkbabEJKGZ1oq9GalVXY2qhvkbyJrI3PbfjWONOM6BOMGqqKjmq5rmqjmuaqtc1zVu1zXJta5FRFunIb23Od1yCaNlPjL2wVDURrcQVLQVFuB0ytS1NLyqvOLZVu2+U6vHYVyeeCvv+J4bhToKpUqcqw6zXSzxW3UrKSXTqsn0+02di2HQVcD6erijnhkREfFImZq2W7VTja5FRFRyWVFTYphabj+B582oqlT8UtXPk7V0drP1jO6aZkrGyRPZIxyXbJG5sjHIvArXtVUcnaPodbGrOGqLaPF0MdicMnGlOUE9qTa9m\/wBp5sNoYaaFkFNFHDDGlo4Y2oxjUuqrZE4VVVVVVdqqqqp6SieVsbFfI5kbGpd0j3IxjU5XPcqI1O2aq3R91yCGN9Pg0jZ6hyK1a9qZqemReF0SqlqmW3AqXYl0VVdZWradKdWVoq\/WZ4PAYjHVMtNOTb1yd7Lrb\/TMU9ENpC2pxGOiidmjoGvSVUXYtVNlWVvIurYyNt+JXyJxGsiXOVyq5yuc5yq5znKrnOc5buc5y7XOVVVbryix6GlTVOKiug+xYDBxwlCFGPzVt3va33u5CEoCUORm4dQ7jn3vYd\/VS+czGWmJbjif\/wDPYd\/VS+cTGW2PNVvOS7WfENJ+l1v5k\/zM513f+rzu9KX\/ANw1+bB9EB1dd3pS\/LIa+O\/w3mo9iPrGhvQqP2I+BKEkIShzHYsklCCoGJdtCOq+Ge6WG+dwm4\/RHdSKX3Sh80rjTehHVfC\/dLDvO4TcnojupFL7pQ+aVxo1\/P0zymlv9Uwnf7zQgAN5nrClxSpUpSoRkiFKFK1KFCMyFIUBTJnIilSCpSCIyRSFJUpUpkQQSQUqAAIUAAoAAAAAAAAAAAAAAAAAAAAAABFwCSEJBCgAEAAAABCkAE3FyAASpAAB6cN6a3875ji8lmw3prfzvmOLycc9ppYjnLsBXTwvkeyONLySPZHG3gzPkcjI099zkQoMy3GsL3zjUDlS7KVr6p+zZmjsyDbxKk0kbvzFOKpLLFy3HX4vEKhRnVfzU36jfmE0LKamgpo+ggiihYvKkTEYir2Vtf3z1o1eRSDm7dZrUqcbrHc65sT20zNiLlSmakciX\/rUmX846WhRdaT126T5dorRktJVpRcstk5N2v09q2+46SyryL4CDkRYm8jU7Nk2HVejlfvqhpanjnp4ZXJyOexrpE7aOVye8ZYjDcUk73uc+mdBPR8YSz51Jtc21rbOl7dfqNJ7uWF6jF1malmVkMct+LWx\/cJkT3mROX+tMZ0L6rYb7o4f53Cbe3e8L12GR1LUu+knarltddTU2hkTsfdN7r+aah0L6rYb7o4f53Cdhh55qPYmj2Oh8Vx+jLvbCMovuWr2WOojRu74xz8Zp2sa5zlw+ns1qK5VvVVtkRqbVU3kEVeydXQq8XLNtPAaK0hyKvx2XNqate23uZprcf0HqUq48QrYpII4czqaGVqskmlc1WNesTueZG1HKqXsquy22Iqm5QYXug6f02GxvigdHPXKitZA1czIHLwPqXNXnUThydEuzgS6plOU689n+DnxFfE6XxKajdvUktkV2+1t\/wCDXu7ziqTYnHTsVFSjhRr15Jp1SWRPeYkHv3TiPBuM4XvnGoXKl2UrJKp+zZdlo4EvxLrZI3f2amIVMz5Hvklc58kj3Pkkdtc971Vz3L2VVVX3zc\/ofsL1dFU1bk56pmSJi8sVMi3VO3JLIn9kh2VX91Rst1j2+kLaO0W6cXry5E97ltfizZpOVeRfAW7STEN6UNVU8cFPNK1OV7GOWNvbV2VPfOVEib1rV7Nk2nX4fDcbd3tY8fobQT0hGcs+RRaXNvff0rZq9Z14rV5FPjV07JYpIpEvHKx8cjeuZI1WSJ77XKnvnOe5LWpTY5RO51rZnupn7ES++GLHEl\/61YV\/NOkTHEUOJkle\/Sa+l9Fy0dWjFSzXWZO1ul6tr2HJ2JUb6eeank6ZBLJC9bWu6J6sVUTkXLf3zPfQ\/dV5\/c6fzqiPNu5YXqMXWZEsysijmvxa2NNRMiJxLzkbl\/rT0+h+6rz+50\/nVEdpUnnoOW9Hu8diFiNFTqr51O\/hf23N6GmdIN1XEqeuq6eOHDFZT1dVBGr4qlXqyCd8TFeralEV1mJeyInYQ3Mcu6Z9VsS90cQ87mNHA04zk8yueV4L4OjialRVoqSUVa\/aZBie6li8zVa2SmpkXhWnhs63YfO56t7aKi9kwyomfI90kr5JJHrmfJI5XvevBdz3bXLsTapQDtYU4w5qSPf4fB0aCtRhGF9yJQEISZGyba9Dnw4p2sO\/bjbzOFO2hqH0OfDinaw79uNvM4U7aHR4vzr7vA+WcI\/9Qqf0\/kiciw9C3uU+QrQoh6Fvcp8hWh3h9SLtob1Vw33Rw\/zqI6gOX9DequG+6OH+dRHUB1ekedHsPA8MfO0vsvxNG7v\/AFXg9z4POaw14bD3f+q8HufB5zWGvDew3m49h6nQvoNH7KNj7gWJ6uvnpXLztVCj2JfhlpVVyIicqxSTL\/ZobrnibIx0b0u17XMenK16K1yeBVOX9FcT3niFJVcCQzsdJ\/VKuSoTtrE6RPfOo+1ZU4lTjOvx8Ms1JdPuPH8K8PxWKjVWrOvbHV4WLPoVhK0GG0lI7LnhiRJVbwLK9VlnVF401j3mu\/RCYnto6Jq8CPqpW9u8FMvnP\/A24c3bpuJ77xiskRbsjk3vFyIymTUqqf0Ve2R355jg051cz6NZjwbpPE451p68t5Pter3t9xjZlm4\/1foO3WeY1RiZlm4\/1foO3WeY1R2dbzcux+B7nSXolb+XP8rOiTnTdhe1NIK+6tTbR7Lp7BpToslHLyqdNh63FSva+o+Z6I0nyCq6mXPeLja9ulO+x7jkbWt65vhQqa5F4FRe0tzrfMvKvhNR+iLVVXC734MR\/YTsKOM4yaja1+v\/AAew0bwl5ZiI0eLy5r6819ib2ZVu3mpQAbx6kAAAHjxfpad2nzXHsPHi\/S07tPmuLHaclLnItYAOU3wdN\/zH\/uv\/AKQcyHTX8x\/7r\/6QaGO+Z9o8jws\/2381e45lAB2Fj2FgACgAAAAi5BASEIJQAkAKACbkIBYgJQglCkZWgIQEMGVIVNKEK2hmLJQrQoQqQIwK0M43P9zubF6WSpiqoYGx1D6dWPje9VVkUMyuRzVRLWnRLf0VMHQ356HHqRU+6U3mdCauLqSp080dp0fCDG1cLhXUouzTS2X29pqbT3Rd+EVbKWSaOdz6eOoSRjHMREklmiRuVyqt7wKv5yG89w773qDuq3\/MKo1r6IrqzB7m0\/ndcbK3D\/veoO6rf8wqjTxM3PDwlLbdeDPOacrzr6JoVKmtylFv7szmqFecb3LfkKkKKfoG9y35Cs7Q90SpSpJClB7W4xWIiIlZXIiIiI1KmdERE2IiIj7Ilh6d1vs2v8an\/fPCQphlW4x4mH0V6ke707rfZuIeNT\/vnxqMUqpEtJU1kiLwtfPK9PgudY8pClUVuM1SgnqivUihrUTYiInaSxJNilTI5QpAJuQyIIJJAPrQ1k0Cq6nmngcvC6GV8Ll7bo1RVLh6qsV9tMZ7XphWW7VtbwFpCkcU9qOOVGnJ3lFPtSZ9q+tmqFRaiaonVOB08skypy2WVVsfAKoKlbYciikrLUCQBYoJQgFRD3U+LVcbUZFVVsbG9DHHUTRsbdbrZjHIibVXwqfX07rfZuIeNT\/vluRCTHKtxwulBvmr1H3qaiSV2eaSWV9kTWSvdI6ycCZ3qq2Q+QRSULaxUklqJJQgkEJQXBAIXjQnqvhfulh3ncJuP0R3Uim90ofNK405oT1Xwv3Sw7zuE3H6I7qRTe6UPmlcaFfz9M8ppb\/VMJ3+80zojgjsSr4KJkjYnTrNaVzVe1upglqFu1qoq3SJU7bkMs0y3LZ8Mw+eufWU8rYNTeJsT2Odrp4qdLOc6yWWVF7TVLfuK\/fHh\/brf8vqzcW7h97lf26H\/MKQtevONaMVsdvGxlpTSmIoaRoUKbShPJdWT2zaevsOalKVJIN89aiFKHFSlKkRkUqQSpClOQhQCFBkiShSpSlSoyIUgkhUBkAAAAAUAAAAAAAAAAAAAAAAAAAAgAKoQWJJcoABAACkAlQpAAAAAAAAAAAPThvTW\/nfMcXks2G9Nb+d8xxeTjntNLEc5dgLro7pFW4esjqGfUOlRjZF1UE2ZI1crE+7xuypdzuC19l72S1puLmDimrPWatSlGpFxmlJPoav7DLuaTjns9fFaH7OYrUSuke+SRVc+R7nvetkVz3uVz3KiJZFVVVdnKUAxjCMeakuw4qOFo0bulCML7csUr+oGRYRpxitJAynpqxY4YkckceopZMqOc6RyZ5oXOVMz3cK7OBNiIhjoLKKltVzKtQp1llqxU1ttJJ+JkuJaeYvUwyQVFZrIZWKyWNaajbma7hTMyBHNXg2oqKljH6OpfDLHNE7JLDJHLE+zXZJInJJG7K9Fa6zmotlRU2bbnyAjCMVZJIlLDUqUXGnGMU9qSSv2pGWc0nHPZ6+K0P2cnmk457PXxWh+zmJAx4mn9FepHB+zMJ9VT+5H4F9xPTHFaluWevq1avCxjkp2uvwo5tOjUcnYXYWFEJBkopbFY2aVGnSVqcVFdSS8AZFhOnGK0kEdPS1eqhiRUjiSmo3I3M5z3c9JCrnKrnOW6qvCY6BKKltVyVqFOsstWKmttpJPxMixfTjFauB9PU1iyQyo1JI9RSx5ka5sjU1kMLXImZreBdtjHQBGKjsVhRoU6Ky0oqC22ikvArp5nRvZJGuV8b2vY\/YqtexUcxyIuxVRURdvIZVzScc9nr4rQ\/ZzEgJQjLnJPtMa2Fo1rOrCM7bMyTt6y7aRaS12I6vf0+v1OfVLqaeJWazLrLOgjaqouRmxbpzp8cAxuqoJnT0UupldG6Jz9XFLeNzmPc3LOxzU56Ji3tfneypbwVQja1lbcZLD0lT4pRjl+jZW37NhlvNJxz2evitD9nMXrKl80sk0rs8s0kksr7NbnklcskjsrERrbucq2RETbssfICNOMeakjGjhKNFt0oRhf6MUvBAAGRzAlCAgBd9HdJK7DtbvGfUa7V637lBLn1WfVdPjdltrZOC18229kLum6Tjns9fFaH7OYkDjdODd2k+5GrUwOHqSc504Sb6XFN+toIlksnEADM2j70dS+GWOaJ2SSGSOWJ9muySROSSN2V6K11nNRbKips2mT80jG\/Z6+K0P2cxJCTGVOMuckzWrYWjWd6sIztszRTt6y4Y9jVVXzNmrZddK2NsTX6uKK0bXPe1uWBjWrz0j1va\/Pdot4BmkkrI5YQjBKMEklsSVrdwUymn3Q8ajYyNlc5Gsa1jEWmo3KjWIjWor3wK5y2RNqqqqYsDGUIy5yTOOth6VayqxjO2zMk\/EyxN0jG\/Zy+K0P2cxNV5bqvGqqqqvZVV4VAJGEY81JCjhqNG\/FQjC+3Kkr9tgevCMRnpKiOppZNVNFn1cuVkmXWMdE\/nJWuat2Pem1F4TyArV9TOSUVJOMldPU0+kyzmkY37OXxWh+zjmkY37OXxWh+zmJg4+Jp\/RXqRqfs3CfVU\/uR+BlnNIxv2cvitD9nLTpFpHW4hqt\/TrPqdZqfuUEWTW5Nb0iNua+qj4b2y7LXUtIKqUE7pJdyM6eBw9OSlCnCLXSope1IAA5DaAAAB48X6Wndp81x7C4YBotU4vM6lo30rJGRuqHOqXyRx6uNzInIjoonrnzTs2WtZF28rMo63qSI60KXl1HljHW2+gw8GzuYfjH4\/BPGKv7GOYfjHsjBPGKz7GTldL6SMP2\/o\/wCuh6zWJ03\/ADH\/ALr\/AOkGsuYfjHsjBPGKz7GbYxigfS6I1FLKsayUuj09PK6NXOjWSnwx0Uisc5qK5mZi2VURbcSGnjK0J5FF31nm+EWksNinh40Jxm1VTdujYcsgA7U96ACFUAkhSAS4AAIAShAQoJUgAAqQEISUAm5AIYsqQqKSpAzFhCpClCppTAqKkKUKkMTFlZvv0OHUep90pvNKE0Ghvz0OHUep90pvM6E0sf5p9qPL8LPQH9qPiYf6Ipf9swe5tP53XGy9w773sP7qt\/zCqNZ+iL6tQe5tP53XGzNxD73aDt13+YVZq1vRodvuZ0OlP9Fw32o+EzmmDoG9y35Cs34zcXwlERNdiuxETp1PxfoxPMZwr8divx0H2c2eX0uv1Hd\/KzA75fdNBEG\/k3GMJ\/HYr8dT\/ZxzGMJ\/HYr8dT\/Zxy+l1+ofKzA75fdOf1IU6A5i+E\/jsV+Op\/sw5i2E\/jsV+Op\/sw5fS6\/UVcLcBvl905+IU6C5i2E\/jsV+Op\/sxC7i2E\/jsW+Op\/sxf2hS6\/UX5W4DfL7pz6pB0HzFcJ\/HYt8dT\/ZiOYrhP47Fvjqf7MT9oUuv1GXyuwG+X3TnsHQfMUwj8di3x1P9mJ5imEfjsW+Op\/sw5fS6\/UZfK\/Ab5fdOewdCcxTCfx2LfH0\/2YjmJ4R+Oxb46n+zD9oUuv1D5X4DfL7pz3cHQnMTwj8di3x9P9mHMTwj8di3x9P9mH7QpdfqHyuwG+X3f8nPYQ6E5ieEfjsW+Pp\/swTcTwj8di3x1P8AZh+0KXX6h8rsBvl93\/Jz4DoPmJ4R+Oxb46n+zE8xTCfx2LfHU\/2YftCl1+ofK\/Ab5fdOeyUOg+YnhP47Fvj6f7MOYrhP47Fvjqf7MFpCl1+onyuwG+X3Tn5CToDmK4T+Oxb46n+zE8xbCfx2K\/HU\/wBmL+0KXX6ifK3Ab5fdOfkJOgU3FsJ\/HYt8dT\/ZiOYthP47Ffjqf7MP2hS6\/UT5W4DfL7poEk39zFsJ\/HYt8dT\/AGYcxjCvx2K\/HU\/2cnL6XX6jH5W4HfL7v+TQIN\/8xjCfx2K\/HU\/2ccxjCfx2K\/HQfZy8updfqJ8rMDvl900voR1Xwv3Sw7zuE3J6I7qRS+6UPmlcezC9yTDKeogqI5cSWSnnhnjR8sKsV8EjZWI9qQIqtzMS6IqHj9Ed1IpfdKHzSuNaVeNWtBx6DqaulKOO0nhZUb2i2ndW23ZrXcW++PD+3W\/5fVm4t3D73K\/t0P8AmFIac3Fvvjw\/t1v+X1ZuPdw+9yv7dD5\/SlxPpEO78zM9Of6xhv8A0\/8A5Gc0KQSUuO1PfIFKhVIcDJEKQpKkKRmaKSCSDMzJKVJIMUZIgAFRQpSpUFAKbkkKFKLEgi5IAAAAAAAAAAAAAAIABIBCgAEAIuFIAAAAAAAAAAAALYAAAHow7prfzvmqXgs+HdOZ+d81S8HFPaamI5y7AADE1yUFyhXtThVqdi6DWt65vhQArQk+esb1zfChUighUCEJAAKVkb1zfCga9F4FRe0qKCFQBS56JwqidtUQAqBSkjeub4UJcqJwqidvYASCjWt65vhQqRUXgsvZQAkAo1reub4UAKwUtei8CovaW5UUAAAAFGtb1zfChU1yLwKi9pbghIAAJQEEaxvXN8KEYKgU61vXN8KDWt65vhQAqKkPmkjeub4UKlW3CAVAoSVvXN8KFTXIvAqL2imJIBDnonCqJ21AJBRrW9c3woVgAFKyN65vhQjWN65vhQWBWCjWN65vhQlHtXYitXsXQlgVAEOcicKonbWwsCQUaxvXN8KFZbAAAWALhgGlNThEzqqjZSvkfG6nc2pZJJHq5HMlcqNilYufNAzbe1lXZyW88eL9Lb3afNcHFS1PXccTCr5FRZoy1NPpM65uGMex8E8XrPtg5uGMex8E8XrPthrEE5JR+ijD5P6P+ph6jZ3Nwxj2Pgni9Z9sPJjO7BitXS1FLLDhCRVUE9NK6OCqbIkdRG6KRWOdVqjX5XrZVRUvxKa8ChYWktaijKOgsBFpxpRTWtatwIuCDnO2JIAAAAUgAuQoLYtgEAQoJAIVSEKiAgAKgEAIShUhShU0pi0ShKAGJgytCUKSUBiVm\/fQ39R6r3Tn8zoTQCG\/vQ29R6r3Tm8zoTRx\/mn2o8xwt9Al9qPiYf6Izq1B7m0\/ndcYNSY3WwxpHBW18Mbb5YoqqeKNuZyudljjejW3c5y7E4VVeM6hxjRrD6yRJayjpaiRrEjbLLGj3JG1zntZmX8FHSPX85Tx+oXBvazD\/iWmrSxsIwUWm7dh0WB4TYajhqdGpTlLIrfNt3XZzf6pMS9scV8dqfrB6pMS9scV8dqvrDpD1DYN7WYd8S0eobBvazD\/AIlpycvpfR8DY+VWC+pfqic3+qTEvbHFfHar6wpXSTEvbHFfHqr6w6S9Q2De1mH\/ABLR6hsG9rMP+JaOX0vo+A+VWB+pfqic2LpJiXtjivj1V9YPVJiXtji3j1V9YZRu64VTUeLQxUcENPE7D4JHRxNRjVkdU1jHPyp+FljYn5qGBG9TyzipJbT1ODdHE0YVYwSU1dJpF19UmJe2OK+PVX1hC6S4l7ZYr47VfWFqUgzyR3I2+TUvox9SLqukuJe2WK+PVX1hC6SYl7ZYt49V\/WlqUDLHcirDUvoR9SLn6pMS9ssW8eq\/rB6pcS9ssW8eqvrC1AZI7kZcmpfRj6kXX1S4l7ZYt49VfWBdJcS9ssW8eqvrC1BRkjuQ5NS+hH1L4Fz9UuJ+2WLePVX1g9UuJ+2WLePVX1hawMsdyHJqX0I+pfAunqlxP2yxbx6q+sJTSXEvbLFvHqr6wtRKDLHchyal9CPqXwLr6pcS9ssW8eqvrB6pcS9ssW8eqvrC1AuSO5Dk1L6EfUvgXX1S4l7ZYt49VfWD1S4l7ZYt49V\/WlqAyR3IPDUvox9SLsmkuJe2WLePVX1hUmkuJe2OLePVX1haEKkGSO5GLw1L6EfUi7JpJiXtjivj1V9YT6pMS9scW8eqvrC0oLkyR3InJqX0Y+pF29UmJe2OLePVX1hPqkxL2xxXx2q+sLluTUMNTjtDBUxxzQyLV6yGRqOY\/JRVMjLtXhs9jHdtqG\/10Fwb2sw\/4lpq4jE06MsrjfVfoPP6V0vhdH1VSqU8zcc2pR6W109hzf6pcR9scV8dqvrB6pMS9scV8dqvrDpH1DYN7WYf8S0eobBvazD\/AIlpwcvpfR8DrPlVgfqX6onN\/qkxL2xxXx2q+sPNX4tV1DUZU1dbOxHI9sc9RNM1HoitRyMlcqI6znJfh55eU6Y9Q2De1mH\/ABLSfULg3tZh\/wAS0ftCmvmv2FjwswUXdUmu6PxNE7i33x4d263zCrNx7uP3uV\/bof8AMKQveG6J4ZTTMnpqGjhmjzauaOJrXszsdG+zk4Lse5O05SybuP3uV\/bof8wpDXnXVWvCSVtaXtOor6Thj9J4apTTilKnHXb6d+jtOaClSVUpU7xH1FEEXJKS3MyVKVJIUhkiFIJUgpkgUkqQRGSCgKQUtiSCUUggQAAKQoQkFuCLi5IFwRckiwsUliQRYWAsSRcWFgLBQgsSQoABACFCkAAAAAAAAAFsAAClAAIAAALnow7pzPzvmqXgs+HdOZ+d81S8HFPaaeI5y7AADE1zovcYcvqfodq8Nb59VGYZl5V8Jh24z979D263z6qPtutVUsOB1ksEs0MrVpMk0Mj4pGZq2mY7LJGqObdrnItl4FVOM6GpHNVa3ya9p8ixlF1tI1KSds9WUfXOxlTlull2ovCi7U8Clg0g0Ow2ua5J6WFHqnrmFrYJ2rxKksaJmtyOzJyopobCtNMXhlY6OtrZnI5qJBPLJUsmu5LRqyZXdF0PO2dz2xUOmF\/+cZlVpSoNa9u459I6OxGipwaqc69nFtbLXv6zmDTbR6TC66SlkdnaiNkgmtl1sMiqkblb+C5Fa9qpysXisWQ2f6IeVi1tExLaxtNI56caMfLaK\/vxy\/8AxTWB21CblBNn0bRWJniMJTq1OdJa\/C\/ftOo9BnL6T4ZtXqdh\/H\/4WIxH0Qjl9KafavVGHzStMs0G6j4Z7nYf5rEYl6IPqVTe6MPmtadVR88u0+daMf8A\/Vj\/ADH7zRpvP0Pbl9Kamyr1Rm80ojRhvL0PnUmp90ZvNKI7DG+b70ex4U+gv7UfEy\/Thy+lGJ7V6nYhx\/8AhZTnbQzG3YdiFPVtV2WN9pmt4XwSc5O23GuVVVP6TW8h0Rpx1IxP3OxDzWU5fOHArNCSfSdbwSpxqYatCetSdn3o63jmzNRzHZmuRHNci3RzXJdqovGioqL75pf0QOEZKunrmpztRGsErvytPtjcq8ronW7VOZXuH47vrDd7SOvNQq2Lsup33WlW3ImV8duSFvKXXdVwjfmD1TES8kLUqodl1zU93vRqcbnRLMz+0Nak3RrWfYdHgJS0bpNQnsUsj61LY\/CRo7c\/wff2KUtOqXjWRJJ0tdNTB91lR3IjkajO3Ih04r15V8JqP0PeEWZVV7k6JW0sDrfgtyzVKoq8KK5YEvyxuNjaVYwygoairfZdTGqsYuzWSuVGQR3\/AKUjmJ2EVV4jLGSc6mVdGo2OEuIlicaqNPXktFLrlt9y7jT+7tj61Ne2jY5Viom2el9jqmVEdIvIuRmRvYVZE4zXZXUTPke+SRyvkke+SR68L3yOV8jl7KuVV98oO0pQyRUV0HvsDhY4WhCjH5q9b6X3sFE3Qu7lfkKyiboXdyvyHKbR189y3XavCvGaf9EcqquF3vwYl+wm3n8K9tTUPojeHC+1iP7CdHg\/Orv8D5Zwb\/1Cn\/V+SRqQAHeH1IHUOg7l9KMM2r1Ow\/j\/APCxHLx1BoR1Iwz3Ow\/zWI6\/SPNj2nj+GHmaf2n4F5zLyr4RmXlXwmNbpuJz0eD1VTSyaqeNaXVyZI5Musq4In85K1zVux7k2ovCaZ5pON+z18Vofs5pUcLKqrqx5rRugq+OpupSlFJO2tvcn0J7zeenDl9KMT2r1Pr+P\/wspzVg1e6lqoKll81PNFMiItldq3o5W35HIip75fK7T\/GJ4ZYZq1XxTRyRSs3tRtzxytWORuZkCObdrlS6Ki7dhjB2WGoOnFqWu+49roPRNTB0qlOs4yzvobfRbpSOtoZ0exr2OVzHta9jkXY5rkRzVTtoqGtPRB0OejpKpEVVgndE5eRlSy917GeCNPzy\/bkGJ75wWmuqK+mzUj+xqLahPiHwns3ScP3zg1dEiKrkgdNGicOemVKhqJ2VWK35x1tP93WV+h2PEYRvA6RjF\/MnlfY3a\/qdzmw3ruDUSxYS6bjqqmV6Lwfc4USBqdnn2TL+caIzWS\/vnUOh2H71w2jp1REdFTQpIicGsc1Hz\/8AmOeb2kJ2glvfges4W18mGjTXz5exa\/Gx6NI8U3nRVNUqr9wgkkal+ie1q6pu3rn5G\/nHLKuVVVXKrnKqq5y7Vcq7VVV41VTd+73ieqw2KlReeq50zJyxU1pX\/wDmrT\/8TR5cBC0HLf7hwTw2TDyqvbUl7I6vG509oO5fSjDNq9TqDj\/8LEXjMvKvhLNoR1Iwz3PoPNYix7sOOVdBh8M1FLqZH1kcTn6uKW8bqepkc3LOxzU56Ni3RL872zrcjnUyrpbPFcnliMW6UGk5TaV+19pmuZeVfCYhuyuX0grdq8NF59SmpOaRjfs9fFaH7OeTGNNcUrKd9NVVethkyayLe9LHm1b2ys5+KFrks9jF2KnAbdPAzjJNtanfp+B6PB8F8VRr06kpQtCUW7OXQ0\/omPG2vQ6LtxTh4MO\/bjUptn0OvDinaw79uNzGeafd4noOEf8Ap9X+n88Tb7HLdNq8KcZyJD0Le0nyHXLOFO2hyND0Le0nyGto753d7zpOBv8A1v6P+4rAB2R7YHjxfpbe7T5rj2Hixdfuad2nzXFW05KXPRbBcgg5bnYk3IAAAAIABcgti2FwAUAAAoAAAABEAhJBIJYlCUIKkBCEK0KFKmqLmLKkJKUUlFMTFoklFIBTErQu+C6S4hRRrFR1dTTxuesjo4n5WukVrWK9Utw5Y2J+ahZkUqQOKlqZxVKUKiyzSktzV\/EyX1eYz7Z13xn\/AOiU08xn2yrvjE+gxq4ucfEw3L1I1+Q4f6uH3V8DJvV5jPtnXfGJ9A9XeM+2Vd8Yn0GM3FxxUNy9SJyDD\/Vw+6vgZL6vMZ9sq74z\/wDQXTzGfbKu+Gn0GNEjiYbl6kOQYf6uH3V8D24zi1TWSJLWTy1EjWJG2SV2ZyRtc57WX5EdI9fzlPFchVFzOyWpGzGnGKtFWS6FqCqQoIFjKwVRci5SosZJEgi4uUysLgXIAsTcXIAKTckpABNySLi5SWJJRSm4uQjRVcm5STcWJYqJuUITcGNj14ZXzU0zJ6aV8M0ebVzMWz2Z2OjflXiux7k7TlL2mnmM+2Vd8Yn0GNIpNzCVOMtqTOCphqVR3nGMn1pMyRNPMZ9s674xPoJ9XmM+2Vd8Yn0GM3A4qG5epGHIMP8AVw+6vgZN6vMZ9sq74xPoHq8xn2yrvjE+gxq5FyOlDcvUhyHD\/Vw+6vgZL6vMZ9s6\/wCM\/wD0eTFdLcTqoXwVVdVTQyZc8L35mPyPbJHdLbbPY1e21CyqpSqhU4roXqRnHBUItNQimtnkr4BSAQpym0FIJUhSGViFIuFIKZJAFJNwzIKQAQpCgAGQAKQCoFJNwCQAAAAAAAAAAAAAAAAACFUKQAAAAAAAAAUAAFKAASwAAILAAAp6MO6cz875ql4LPh3TmfnfNUvBxz2mliOd3AAGJrnRW4z979D263z6qMjxvC4K2nfTVcetgkyayPPJHm1cjJWfdInNclnxtXYqcBjm4z979D263z6qLlug4zLh+F1NZTthdLDvfI2Zr3RrramGB+Zsb2uXnZXKllTaido6Gom6rS25n4nyLGQnPSNSNJ2k6slF3trz6tfRrPng2hGFUcrZqaiibKxbsle+aocxeJzFqHuyOTlTaXDSGvnp4HSUtHPWypfLBFJDFaybFe6VyLlv1jXr2DUNNuyYgjkWWlw17eNsaVELl7T3SvRq9nKpuDRzFo66jgq4Uc1k7MyMdbMxUcrJGKqbFVr2uS6cNjKtSqQadTX3nNpHAYzDSjVxn7xXtrk5X6bXvdHM+k+I1NVWzz1qObUOfaSJzHRrDlREZEkL+eja1tksu3luqqpbTdm75gcb6OOva1rZ4JI4pZESyyQS3a1HKnRK2TJa\/Aj3mkztcPUU4JpW6LH0PQ+Nhi8NGdOORLycu63Quo6h0G6j4Z7nYf5rEYj6ITqTT+6MPmtaZVufSo\/BsNVOKhpGL24oWxO\/4sUx3d6gV+DI5E2Q1lPI7ZeyObLAi9jnpmp751VJ2rLtPnuj\/J0rG\/1r8WjQqG8\/Q+dSaj3Rm80ojRZvvcGp1ZgyuVNk1XUSN7KNbFAq9nnoHeA7DHP933o9jwraWBa3yj72ZPpx1IxP3OxDzWU5fOnN0CVGYNiSrx0NWz35YXxN\/wCL0OYzj0fzX2mlwOX7ir9peBk25lj3pfikMr3ZYJf5PU3WyJFKqIj122RGSJG+\/I13KdJKnEqIvKi7e2iocjqdG7lGOLXYTC+RVWWnVaSdy\/hvgaxWPuvCropInKvK5xjj6Wya7H7jg4X4HmYmP2Zf9r8V6i9aOYRDQUkdLToqRxZ8t+FdZI6Ryry7Xr4ENWbv+PZ5YMOjdzsVqipsv\/aParaZi262NznW\/LM5DbmJVbKeCaolvq4IZZpLbVyQsdI+yca5Wqcs4vXyVdTNUzL90nkfI\/jRquW6Mb\/Ralmp2GoceCp5pub6PeafBfCPEYmWJqa8mu++UunuV\/YeUAHbH0MFE3Qu7lfkKyiboXdyvyAHXj+Fe2pqH0RvDhfaxH9hNvP4V7amofRG8OF9rEf2E6TB+dXf4Hyvg3\/qNP8Aq\/JI1IADvD6oDqDQjqRhnudh\/msRy+dQaD9SMM9zsP8ANYjr9I82PaeN4YeZpfafgXKtpIp43RVEUM0T7Z4Zo2SxvyuR7c0ciK11nNaqXThai8RbfUrhftZhPiNL9WWvdS0lqMKoYqilZTve+rjgc2dsj2Ix0NRKqokUjFzXhbx22rsNb82HFfxOE\/E1X2o06WHqzV4bO2x53R+icbiKXGUHaLb+dbZ1Hs3ecKpaVcO3pTUlNrEr9ZveCKDWZN55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width=\"300px\" alt=\"algo based trading\"\/><\/p>\n<h2 id=\"toc-1\">Recent developments and potential future trends in algorithmic trading<\/h2>\n<p>All in all, algo trading is certainly a viable way to profit from financial markets as long as you do the required study and follow best practices when developing your algos. Then you can convert any profitable strategies into a live trading bot with just a few clicks. There\u2019s no coding necessary as TrendSpider&nbsp;automates&nbsp;code generation for you, all you have to do is set up a webhook so the tool can communicate with your trading platform and you can start trading. Many brokerages and financial data providers offer APIs for algorithmic trading which you can use to automatically retrieve data for your algorithm to process. Many traders rely on programming languages such as Python and R for their ease of use and rich libraries for data analysis and trading.<\/p>\n<h2 id=\"toc-2\">Example of a Mean Reversion Strategy<\/h2>\n<ul>\n<li>Before making any investment or trade, you should consider whether it is suitable for your particular circumstances and, as necessary, seek professional advice.<\/li>\n<li>The strategy will increase the targeted participation rate when the stock price moves favorably and decrease it when the stock price moves adversely.<\/li>\n<li>However, with the advent of micro futures, the world of futures trading is now opening up to the larger masses with less money to trade!<\/li>\n<li>While many programs can help with pre-coding algorithms, your odds of success are far higher if you understand coding basics.<\/li>\n<li>These algorithms can affect stock prices and market volatility, creating ripples that eventually touch our portfolios.<\/li>\n<li>This strategy aims to minimize the impact of large orders on the market price by spreading them out over time.<\/li>\n<li>It is essential to strike a balance between complexity and simplicity, ensuring that the algorithm is robust, reliable, and aligned with the intended trading strategy.<\/li>\n<\/ul>\n<p>Another great thing about this service is you can communicate directly with Eric. He personally handles all customer service, which means if you send him an email, you\u2019re going to get a reply directly from him. Jessie Moore has been writing professionally for nearly two decades; for the past seven years, she&#8217;s focused on writing, ghostwriting, and editing in the finance space.<\/p>\n<p>A five-minute chart of the ES contract with an automated strategy applied. Without powerful hardware support, your algo won\u2019t be able to operate optimally. Finviz also offers fast heatmaps that provide valuable sector and industry visualizations. While the following advanced strategies can in theory be done by individuals, they are typically performed for institutional investors with substantial capital and lightning-fast industrial hardware. In the first step, you will need to do research or get some experience leading to a hypothesis.<\/p>\n<p>Algorithmic trading can provide a more systematic and disciplined approach to trading, which can help traders to identify and execute trades more efficiently than a human trader could. Algorithmic trading can also help traders to execute trades at the best possible prices and to avoid the impact of human emotions on trading decisions. Suppose you&#8217;ve programmed an algorithm to buy 100 shares of a particular stock of Company XYZ whenever the 75-day moving average goes above the 200-day moving average. This is known as a bullish crossover in technical analysis and often indicates an upward price trend.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"309px\" alt=\"algo based trading\"\/><\/p>\n<p>Just like with the day trading strategy above, this logic is very simple, and only consists of two conditions. Explore Intrinio\u2019s algorithmic trading tools and data today to take your trading strategy to the next level. Whether you&#8217;re an individual trader or an institution, our platform offers the data and resources to help you succeed in the fast-paced world of algorithmic trading. Once the rules have been established, the computer can monitor the markets to find buy or sell opportunities based on the trading strategy&#8217;s specifications. Depending on the specific rules, as soon as a trade is entered, any orders for protective stop losses, trailing stops, and profit targets will be automatically generated.<\/p>\n<p>The average annualized return of their stock picks in backtests is 79.4%. If you\u2019re looking for premium returns out of an algo software, then Stock Market Guides is definitely a service you should consider. One of TradeStation\u2019s best features is its use of EasyLanguage for its algo trading. New traders will appreciate the YouCanTrade educational resource, while advanced traders will enjoy the powerful scanning tools and ease with which complex trade orders can be placed. Rules can be simple buy and sell instructions or more complex trading directives. When the current market price is less than the average price, the stock is considered attractive for purchase, with the expectation that the price will rise.<\/p>\n<p>However, there are alternatives like EasyLanguage which was specifically developed to reduce the level of coding knowledge necessary for algorithmic trading. For example, you could create a trading algorithm that buys the S&amp;P 500 index every time it drops 10% from a recent high and then automatically closes the trade when it reaches your profit target. Typically, it refers to automated trades made on your behalf, which are executed according to specific criteria. Thanks to a host of trading tools and platforms, many of the rigorous mathematical algorithms are pre-coded, allowing you to use them as you see fit. After the algorithm is live, it requires continuous monitoring to ensure it is performing as expected.<\/p>\n<p>Mean reversion is a form of statistical arbitrage that seeks to profit from the mispricing of an asset. When you\u2019re risking real money it\u2019s easy to become emotional after a few losses which can cause you to overthink the quality of your strategy. For example, stocks tend to revert to the mean after a large move while interest rate futures tend to trend for a long time due to global monetary policies. (He was a tenured math professor prior to becoming a Wall Street legend.) But happily, you don\u2019t need years of quantitative experience to succeed with algorithmic trading. He built one of the most successful hedge funds of the past decade, Renaissance Technologies, by specializing in algo trading based on math models.<\/p>\n<p>Hakan Samuelsson and Oddmund Groette are independent full-time traders and investors who together with their team manage this website. They have 20+ years of trading experience and share their insights here. The required capital depends on factors like diversification, risk tolerance, and the markets you trade. For futures, a common recommendation is $20,000-$25,000, while stocks and ETFs may require less. Many new traders believe that they just have to create a nice looking backtest in order to make money in the markets. However, as they soon discover,&nbsp; a good backtest in itself is not indicative of future performance.<\/p>\n<p>Many traders forget to include trading fees and commission in the backtest. Since Algorithmic trading relieves you from the burden of placing the orders manually, many people believe that algorithmic trading is easier than manual trading. Since the coding language basically is a copy of that found in TradeStation, it also is really easy to learn, and suitable for people who might not be that keen to learn a whole new programming language. The heavy demands of a serious algorithmic trader really rule out much of the alternatives on the market.<\/p>\n<p>It allows traders to create custom trading algorithms and refine existing ones. For those not proficient in coding, many platforms offer algorithmic trading strategies that are already into trading, requiring less direct involvement in the creation and modification of algorithms. Traders must also continuously monitor and update their statistical models to adapt to changing market conditions.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Content How do Algorithms work in Trading? Recent developments and potential future trends in algorithmic trading Example of a Mean Reversion Strategy Bookmap Review: The Best Software and Broker Integration for Trading in 2024 The trader will be left with an https:\/\/www.xcritical.com\/ open position making the arbitrage strategy worthless. This open-source approach permits individual traders&hellip; <a class=\"more-link\" href=\"http:\/\/imperialcollege.in\/?p=6544\">Continue reading <span class=\"screen-reader-text\">Ultimate Guide to Algorithmic Trading Strategies<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"_links":{"self":[{"href":"http:\/\/imperialcollege.in\/index.php?rest_route=\/wp\/v2\/posts\/6544"}],"collection":[{"href":"http:\/\/imperialcollege.in\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/imperialcollege.in\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/imperialcollege.in\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/imperialcollege.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6544"}],"version-history":[{"count":1,"href":"http:\/\/imperialcollege.in\/index.php?rest_route=\/wp\/v2\/posts\/6544\/revisions"}],"predecessor-version":[{"id":6545,"href":"http:\/\/imperialcollege.in\/index.php?rest_route=\/wp\/v2\/posts\/6544\/revisions\/6545"}],"wp:attachment":[{"href":"http:\/\/imperialcollege.in\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6544"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/imperialcollege.in\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6544"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/imperialcollege.in\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6544"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}