栈
特点:
元素遵循先进后出的原则
tt
存储栈顶元素下标
定义
1 2
| int stk[N]; int tt = 0;
|
插入
删除
判空
单调栈
分为单调递增栈和单调递减栈
含义:
栈中的元素是单调递增或单调递减的
对于栈中的 ax $\geqslant$ ay, ax 永远不会被作为答案输出,那么就在队列中删除 ax 以达到优化时间复杂度的目标
核心代码
1 2 3
| while (tt && stk[tt] >= tmp) tt --;
stk[++ tt] = tmp;
|
单调栈:
求每一个数 左侧 / 右侧 离它最近且比他小的数,能将 O(n^2^) 的问题优化为 O(n)
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OyJp3IDwzTbDOZoUmiBCMZL5uLXdIDqwglnrRPUIjEsN6k3hinRanHrJguzXDjHwmKxXivGEc0mUUQYksuydUt5v2F8crBZwxTIFkSJ0tbu1jp9prSz3SXZOn/PGKAn0Z5QrXLpPO8d56UXr5VL+YGBaO/+LefPLC3MxjduXq41ips27yqWyq1WFIa4280+EsXki2RyrXxevv/944ac7xeFgu97+dL8zPTQ0UdKI0PloWHymT/71RznflFVFbFK3GLhFtPX8INgcLg+PtXqjHIYF0psMF4mrABGuHKJE8fI52Vs6vqho6P7D1EqJBdCrRSySQNpNmiucOIHvPUGbx8/22rPHXow/9ADuZ/7xc3DYxiDEW0SgcT4An7anNZ0q3LhhLP2xQY/Us6d5cTbfPfbV08cX6otF621ahuqKBJ4msl4vu8tL6/Ua3E2zIrObdvKoYfMX/ubj49OaLHQEqzYzh3omj4r14VOdU9N16ohd22D764HUFXEop61tJqcfId/8Tsz2fzVX/rVQz/5tU2bNmOjim3xzomht966/E9++/n/+K9+dWjED4cA+yEhirN2+ACGXJmf+gv8xNfDKDp8Yxq1tNtoxMsvcurkxEvfOvatb14+9GDuv/o7X5vaTKWMaroCzo3yOmtDuuJdRARrrVlZ5uwHvHOiXSjojp0TDz1UkXRgRI24nV0bRDcHPaosLnLqJC9/Z3rXrvGjD5WPHiUbJte9BgQWz8D3X+XVl3jtleb5Cx9Mbfa27lz4+//wCeOzeSs22WimCKJpZrBWZ6PgWr/SuXDCWfsi8DXm3/0Bl85x+fympdlNviHwCXMY3xaLUi6zaUrKFQYH0Zj6Cu+/Q7PauvDBpW9+Y+ngQ0tPPFHwsGgoxqUa/UwpVpNcPR85LyS0FatxcHOGk+9QrfPlrxzYtP1KaajZ1EYuV7HB0JadXr605fKlgaVF8gU3L9Evkq2KbUsrn6dFO4jDicBrtVqNuo1alYceZWw8zOcfvXrlwZtXr776UvNzj8UPPpQH3OyTc1/dMw2g7VQ3ollnYZYb0wt+Zm5wxBufDEyavcc12o0l6adUuXqZlWUE3ba9NDHVMgGGekxVyEJ25hofnOK73+LaFWrL5snHD2/esbRlR6EyrJlsK7YSGjEYRGLUoooKEVghcOGE4/z4LCCWF5+/MX0txGYHh3JiELMQZm5l8zPF8sKDD+54/PEDxQJ79mAt167w6rc5f3rhpZevfuMPW9li6ejnTCXMKFiLGuIkDf7qPt9dAT5Z7UY7yAWCMck6Y5KrsFW9/ZdWTXfIq8bgxZZjb7GwxFLt1ONPPTu1iaHKeGwjUc8zMjpGucKBw6W3T5ybnY9Hxnf4/lrvYZ2OAIIYRPEMxSKQUQXYtIWjj1Aa4I3vZ37/9+a+8cdzA4P7t25lIJ19MkkjSbiZCuezonctjU0+jcBAUAh56QS3ZphbuHr4Qb88UJ2Y3BzTFgJ3Mdk4NF3rEIOH5cxppqcRf/qxxx8aqCyVhAgRhqpVo21On+J7L/OtFy7Xm8d271956stf+Nwjm3fuKscAmaRKSYxNUs560M0M2xeJs1044ax9aSK2X/zF8UsXOX8O49tSpbZrd+nZLw1UBnfn8hSK0VAO0irKPDDA/r1cOj328CNj/+jXL7x9fGXTzumnHz2UD8JmvRXkws6U9B0/w/kExUE2aNSYW+Tv/K1vFcK942Pn/rt/8LSfaeOFyWhOd7GTEaCtoqLBS99hfqFpsosHHmBkcKjdbnkm0GT3hYlzBYXc9p1Fz8sYY9xx60udgyaCYQG/5svUM88xMYanjzz//LsvPH/F84tf/9kpiMBzIYRzX3WrBcjtT5V6k7MfMH2Nen1xz/6JyU2Sy5sAE92n39K5XywoNciqBi9/h5kbTS+49fDnGBovL0QrZb84v8T1i/z3f+/C/K1C1I4/98iWJ5+ZePILzU2bio1mO4pj48WA4Au+6SSSlVXJ0PugD3ThhLP2BUn21y88y/R15hcQYzLZbGWgsXtfwQgi+J7fVOuLgHhQa5EPGRpi61aMHy8stc+eXfr8kSBvyObDqHN1cHcpnyYF4hazM1y/PF7ODzVrJ5vVtqUZ5sM7lrCoKqKC12px+VKtGS2OjRcrZfL5IAiSGQwDnqqfzGyUiiOAiLj0KX3njsNlqUA545EpMDHFE0/xzRf82nLu3VNXv/6zU+COr3O/rOqiOu+TOzwf8AzvvxfPzXm5PEeO7hgZaTZqhryKJB1aHwwnO58cU2u2Z68HV68wt3BjcrIwNEwuS8Yvnnqfi2c48Sb1aqlcsVNbq1/4yuLBg5WBcqAx2TBAgt4XEm5P5ffXmKcLJ5y1TvEVPMOBfezfh4Gbc/HwkN9oLxaCelMNlAWr2o4VRTImL9KMmv7gsHf0c2AK9UZw/dpcIR+kSYZY+ydmX0t2k/kIs9PMz3D9an4he20bsysrc2Plwr0ej42l2YxsmxvTTG3PFypReQBfujtx74wcko+T9y6o6F+qIpJuq8mXeOAhioXC4lzxwrl3ISlbmcaN9/O3dDYo6QkkkqwPIviCZy2LC5w5c3P6xkC9eXXfwXBkJMjnMUlv5bqjDURBlMLcbFRb4cqVxYlNTEw1BgZoR9gWNy/zrT/hB99fWli89OxXJp/8Yv5LP5kr5fFB7xxX6/20/5qQCyectS45q0TRJEkQjFQ8LDl/OKbti7HWU0DDpONvWSDj+XGzhu9jyLSb0dxsLY7Bt7GN8QJVNzXx6bFphUHLlYt859sUyjO/+p/s+aVf+Mtjo1V8sem9YTcGsGA8GViY49xZVlaquRyff2xLrISms+tx9T3lHVdrd/HuXyK3b9nyJSKfvfunPjhVf/ONd5rNp8PQGu923Og4n7mk4fXOTnjA3E3OneHalfmhwZHdh7cfPEwS+3amJFwKgY3DJrsmFm/5b/2AavXm5ObSo0/sv3mDmWneeI1//JsnrK1ObuZ//s3HR8YplMiEpDPu3UGSdTFa4sIJpw+kEQWa1LHvfKbgKQqx1XRLbhLui0TiNTKlIhbRrMbksyMG0HZvoVLX3386On9Xy9IC09cYHpHB8bMDIwVoYX3xJK0mktLkwQu3uHCWdrteHsiWKo0oVrxk16NbNrB+3HHSdaoLq9ASP0OAH5DL5jLhMMBHpwNznM/C7VGP7pfqNWauovFAqeRPTGa1E0BYd1O1sSi0QURNq8HNG2RzmUo5s3/fwOlTnHiTd08yMDB66MimPYeqg+M6OL4SBqFnMgZAxeh6urq5lu/0g86o9OqvJjMWVqUzHA5iQBATW5sxSnWRZmM5lzUjw5kgQCM1gWflHq/l/Hh6Myp2/rQBcwucen9+54GBQj4OMxmspoUEOu8SImItjQazcxSKzcC3B/ftMiJ3dLXdpU29nzp95O4D1smeI0oGxQjFIsbDmOCuxzrO/SLdcY2k95md5cI5Qs8bG2Xnjk3395dzPmN6+9/utBVzs9y4gWeC0eGBcoGXv8mbr0Wn3v/GM8+NPv7U9sef3DK5GaRkhE4KkU4s0R0z6fMLmgsnnH6l0tkYp+lNp6TZwCOg3vCqCywt0GzGmdAU8rFye3fc3SkA188QwWentxfUnoiiDR7402d5//RKtXb+848e3LFzAcBksCqC1bQ/taqeSSaYuHCey5cJg9bOHUNbt2QDv9m5it/z5/Z517vx3L2v8PaluLM4RAxhBt/HeBkFq9ZlAnbWgKQjshajUK1x9TJvH2NlZXpq88jRo+N35d9xvdM6lwyCgEAGRC3Xr3PmzMLY+MQ7J5ib53f/35cOHdz79BeH/uE/ehRjc1lELMSGIEkum5TpvD0oJj0v3J/tx4UTTj/oGfXWVesNO9mZNY0lfCHC19gPQq7e4MQxvLA9OBw+95WHY8Xzw1bU9PzA3jUiIH16Bt9P2rMAQNN0eWhS/hP1z56lVC7W6xeHhg4MDeWtxka8KLaeSWYmFIjjWIyxSjum2uD69WYm9Av5qJCvemIgqWUW9x4fNyfRj7oH7e7Vwt3JwkadrMfVy1SrZLLpFvzP9Ld0nNt09SeqxBGqNogazEwzfaM+tTUeHJ3ZvGXCB2iDkXuPgDh9T1d9nEyRiweRFWNot1la5OatRuDVWm2v3owPPph7+NGbDz+8qVJMq0ZoMi3RnZAV09P5dX1Yj9cHPaFr907fUNRie98U2zvPIAI0DBGwvMzV67xxjHxpeXy8VchXLTUgxiZ9ge15u3uywvmh2bve2hBhmZvnxkyMWdy0KZfNRjF1UNvpThUUazVOtjC2Iqp1lpZbpVIml2nnwppH80N+hDtW/akzoEcnOuzuck3e6jWs5cKFRQuxbYtn3JF27qu0z1FQxGJjbBRzc4b5Oebnb46M6fhkbWgwWQgVGRqCKzuxbvVcuTS59wBUSCasGk3qtcyt2ZWVavvS5UsHHigefbT12BNFkSbShFjUiiLa7frkzldNyb3e+oCbnXD6g97jrOt88fZ4dSumbcjYmOVF3jnOK69+98lndj7wYHlkJOebhhIHvg9W0mGkVH+crGuO6Ww+7B4XAaOEQl6VE28zff1WpVLZtZtKpSJShYbxg56FpwRBaPCspdViaZFr1y8+cGSyUpZs6EOUbNfuPr4zL+wOV38SPuL4KZQrzM0wfWN6oJjZumtCjDHGrXVy7qPOjGg6AmWUTCvi1Lu8c3J2Zfn6Y488smObqZSTR3mdN2c9S+45FAtxjIcQW+bnWZynVm202vXtu+LdB8Jf+893Do/iqWqsSbHWD7lwrZ/LmZudcPpGZ1TgjrcImkgDqUNTMYq0m7z5OjdusFK/cfTR5vjUrVzQ8sUqKsmqRXrvU52PTTpBhXZqx/poBvVRLl6g3dbBQb9QIOt7YGOayYU5zeUEggdYSxxTq7G8Ml+sNHL5yEhyYU6Sw94xiuP0Lb1zMK5b2NxagJs3iW115+7sxFTBeJ64WmDOmqCgigesVDl/Hj/IBOHS9h1esZBUMrKdlbeuxa5nqzuwttISiGPqNapVYks21960rfr1vzgyPI5nNPREPIPZEK1iQ/wnnXVEVi+XAFRICklayKOFdgMfXn0l+uCD+YkpfeyJqa3by5ZWd+9Ud/eFG+v+JCQX0e40haCZRo16lUsXZtvRyq49lWyOCAwZxdf0YW0lVrT7xz91kqUFjLHbd+aGRsKkDHbnvbf6uDt9667TVwCsgaxh+hozN8gX42Z0ZseuclLv/j7+ss7GJujt4RLFKp6FoQoXzhK1o8pQ48Ahtu/0/QDSNU7GdVAbg4APgU9oIGrwxve5epml5Zm9B7IPPVJ64qkytJQopr1xBsFcOOH0GUkKS6QfJg3YQgRtsCgz1zl1ghe/eXJwMHjq6R2Tm6JsvmVVAaUNKpjO1qg7Rrw3xkn/aUnDCVXqdWZvceXyyujY0L6DI6128u0sZEGgBU1oGySZ1BChXqVZx9p2qVILggZqwEc91Nx1kd4w3fN60numSbpO0aYjfA0flmqcO8sLz3PjxrXtu8Mnntzbeajj3C+3hzAEEczKCjenOf2eXrk8Vx6w+RJ+iJg2tDoTFM66ddeGBq8WYaC+wr/850vvnWRkpPyTX9v2wENZuKUs2rSS+kbhxn6cfrI6D4IoYjDgK76CEtTrvPsux18nm40mJld+4ic+5wtGA8Wz0oK24CleNwrpLvmXVTc7zseQDjgr3JptXTkTGi8aGAi3bx/LZLsP8EGhmfzhLeolyaEM83NUV1C1k1MjhWLjrrkIWf3eHaN1IiYOyVcjZmc5dZJTJ2vbtu0YHMxMTCbfdwfaua+6ay0RwDPU69yYnt80mduyZXJsjFwOiN0yp3WvNzdd8nGshD7vvsfZd5m9Zdtt2u2loREqA2VogUB4337d+8GFE07fENBVtxeSZBxVRDEKWG5Nc+It/vgPr2Vyi3v2Fw8dmMh5+IQKQkYBAunUjxFQYm5Pdzg/DpPEY2qpVsPZOYJMbWCoPTAU1evk8t2HSTe9r8Ekx8I31Ko06iitckVzOR/CO2YgROjJS+siin4jCnFaC6xzZAX1acY0Qn+AiMBQXWHbzsHN28zQw1P1FQAAIABJREFUEDG4WzRnbUiuGCwtsLRAbSXOF21laCl/exM27m5qA1ABD0m2CaqlEXHmA777EivL2WyWbLY9MITntSBzxxM3wgXLnQBOf+gmYtLbMwqa5BhNCx8o8zf4u3/bLi9V5xff+Y1f/+qBo3g+7Rbi4QlgRHLJa3H7htSmOaDT+GL9n/OfPCWt+pGWkuCDD/jmC8sjk43y0MoDD24p5u7InpiM2YjFCmiMwNUrtFqItEfHcpXKPbpf1W6i7jsXKHfrZCdctew1qQZ1yEGh+yXFtmw9ayoC/8+/4twZqvXzP/0zhx5+pCficJz7qHvZQVCuX+G174K5tXNP+a/86mNRhO8DQfoQXINdx1Ytsp1faBSKuVPv8Mbr8TdfOPXn/oMHbtzg/XP1lWUbRXcvcNoQzcKFE04fEdLNu+nJaTv3sD6cPsO7b3Hxgtm5K7t7/8Dm7bZQmgs8P2AAuOP+tPNRzKrgYkOc858C7YzatIEoYnmFheV4YsqrDLaVdptI8NOLLiR/ZwOCSY6KbdOooUomK2EmFmN7Hpz04BasJj9FJQkfrEa+74GIyB0RhbP2xNCGdN1b9y6t0YiaxjYXOXUcCyPj1Z17UHPJMGXx3eyEc5+l140YBOvNznDhHOUBG2RmsoW28cPb49DSs3Z2Y4xGb0gKKrRKpTBu8/wfc/16szQY7T/E8jJIs9Vebrf9jXlrvRH/z07/6i0WkSRoUvBgfokz7/PmMbtYf1GDwhPPTG3abOK4oMmsQ/JUYlBNBsPT9Tae4CUvlH7N+RF0Lp5JlKdecutfb3BzlmvXLz72yMjQYKWQCwyB9qSSTVgANUiStXdxCasUipli0fOCJpJWj0J88GOLEU/Ej+M0WzDQm0TUzUiseTkIIbuqbAy+2E1LizJ7jUuXl/zs1altt7btxPOLjbhmTFHcOkTnflk95QmeKPUaV67OZPPVyanJwcFJg397prz7QGd9kk6OL5RQrbcwx7dfPDkw3N53uD02ydAwxmRXVtqNRqQU6GQXBjZIeOnCCafv9O6JSrvxP/oDvv0t/faLr/zcLzz35NM8+jiNBrlczhPaEUktLFXPNzTafi6k2U6X5xiDLwjUm+1cJrj3D3Q+ShIXgCbpXGm3WamytLI4ObW1MpCxADZSkbtu+RW1naPZbKIQZtrZHL7fRiLVWBUxIJ7arPFDlOmrnSebpU2bS+nrqLpwYs0L0M751TPDWCnKG69x7HXm5m899nT2yS9tHijSJgjIxhh3UJ21wQdPLWc/4PyF0088ObBnbyWf8wFrcbUWN4i0DDYSW+/8Oc6+j43aX/7yrq//bGnpFsfeADWtZiZqR8k2v402Ze7CCad/pSdrK2ZmmsBILrOztsQPvseN65QHWVoil8fGGCGKKeRZXIrjOEKsZ8TzNVdobd6ardUvPPrortCjHcdGxNzjvtf5aNoZn/OwXLlMvUazUd2+Y7BYihQsEojcMTsBCGKgrQjcvHXV9zZVBkLPRySDZkQFNI6XPV9bLVNf4d2TDWu9TDbesjVbLJc7m7Pd8VrjVo/M9Sw5tJaL5/ngPb73vemJSXbtqRx+YLypZKQUoS6Hv3M/SU/L1UAt77zN/CzIyq69Q9lC1fPL4CbPNorO4JfEYC3nznHs+NUvP1d58EhQyGEGyRUIQ++9d+aHRsKHHzGNZjMbZm7PXG2AduLCCad/pT354hJzc9UrlwqGgfPnkAvRsbcaSKyQlJvwjPGDoFZbyeUyKrFqvLTYqFQGxJ8/cnRgbHJg8xZ/fAQv1w48b0Oc958khU4tQQVhcZ6leSAeGLaFUlPQZLFTMk1xx2p4gThGLFG0lMmM5UpN4y2rRkIWRTzxKaM0V7g1w1tvflCuBPv2jw8MZYOw+wLOGndHLNFZXa6gVBeoLbAwJ/ny/NCot2vPkApzy5RL6X2cO8TOfdUCz6onyvQVGjWU2u59/sBQfL9/MeczpagiFqKY6jKXLnDs+Ou/9muf37GjXiwEoe8NjZIvlM+fjfYdDtqRFrJeuqtQu7cqvbMV67Bbc+GE0686+yjiyoD3H/3Vwiu7efP1/HvvX9XYIhHo8ODgzVuzxVIxjmOsV6vODgxMLq3MBqGXyeTrVX95JfdPX3nLD1e+99L2J5+If+VXdoXFQLq7RZ0fnsjtmeDkDYvEiAp+Tyd6x85aAeKYdoNabWWwrBNjwx4eajCoZWWeRo1f/59ON5q3mtH5v/43vrZpi5ncVLnjFZx+EHfyK3qqsrJCLs/SEv/q/6yffCt37cqFv/c/PrbnoBbzALls97i64+vcJ53J7+Xacj47KcqLL+r5c+L79uHP7S3m0nBCZPVdYsq12353790womib115hcTGamgoffmRqaACFMM/efTz22IF/9wevnn4/c+JE9XMPbzNEiCD+vUZF1uFAiQsnnH7VCSdaIoxP5g4/yPAojz6xKYpptfGSogYyqEKhQK1GFE2EWWYXSkEINtCI5cXsmdPjp97h7KnZg3uXrl67vm/v1Ho7xT91AhbidDOKMjjAcAVPvcW5Vm0sUqxPDKK0LG3wOt2OClYoiqIRUWvFM9VSYdTYfNzg7XdYmOPCebswTxgM7t47Ojw2se/gYNteAgMhBC7tT19JStcb8EUolbhwkZsznDktWPbtKx8+wuBoCzwBz/NVe3dOrMNLr7P23F3pRoFcrhC3WV7g5sxyJixPjOXLZUJ367T+2d58j5JklVS0zfunZirl/ObNUwMDrWa7ngkqCiMjPHCIP/y9bQsz9v0Ty3t2MVRpGQQjYNIJ/K712J+5c8LpV6ppjgVEclmOPMiRB7EWkrHyZLjcrLpEKCCBwtIytSq2yZ9+m7jF228t3JiemV8wytR9+b/0p+4EriIxEoMfx365QuAxXBk+/76ZHB/odDGLgvXwwCotQRUr+BbNBlJtUK+2svlw8/i+GxdpLHPxLM//8dKt2WvXZ//kL/7itqnto08+9VipTCuasPgGo2nKYKc/KH5SQbK7OG6lyrFjnDl/cWywtmXT3LZtB4wfilpk2Zi2kFMtCCiWVZm7XEJn59Ng75plUKtARuMgjggCzl84NTl5YPeeTfkMBgM9y1ic9aYz295ZoCsYA8srGGVh4fiBg4ceeviwwQuDIHnovn0Els3jU5fPXP6urjz5aJAL/HIemxTkvKudfFjD6d8G5cIJp48JgCeqmAY0IRbPooh4iiQbp3rmLI0lVlaUarnklUuT16/kb91kcZasPzw2ksnl5+/ff6VPdSOKtE6oij86xr79XLvy8L/519eOnwh/cCz4hV8aDXNDIhjTzbKFKmppNbh2jjMnWV4cPfn23MIs/9e/uLC4MB/43s6d27703P4nvrT/yMPz3V3coR92ign1b6+7EWmaijkCgzXTN/j93+f5b4Jf+MIXcz//y0eRFd/zxGbEINJMY4/kqbB6Y6zjfBpWpYpQFBEIrFKtsjhPO2rkC8vjE5lOaXfXGtcxvWN2AgSLbXHqPR46unnrtnhy0oMYPAVDlM/5+/bx3HO8d2rL+yfkd/919fNPVx/6fH5oKFI8KPROp3/YxHpfNykXTjj9TZLMzppJywlp0suLJIXSVp+dBixlQyx49bbMXGVuhiuXbxYLtWLJDA8N9fnpfF9op5CgAeN7lCrsO0wzCs9c3H7xej1+I55dIl8kCMnlyWQJAmxMrUa7zcoSN6+wPEPg79M4bDWaW7eXJzeV/GD26MPhvoNMbkIZtBpZizFqbWyM53I59Z2ewpE+luf/iNOnmV3g6JHR3Xs0lxPfy2SCIIpAK6o58ES6IcSGyY3i3E93h6yixBbv5izn3qdaWx4e44EjewyAMffcNOGsH3ce3tiyUmV5aXbv3j3jo14U4ftpa7H4jYbmsvLFn6QZMXNz4r2T8+NT+Wxu6alnhuR2DpK4Mw/mq96OKdbH9cyFE07fW9X9S2c4IVl7vbpDUAFE8X1YaXD5HGdP02hcGxmfHxnblssPiDsjfmTaqSUYJGPQatixj4Ex/uDfc/Fa9KevT7/8WpDNlrI5LVdMNqe5rB9FmaXFuNVertWWm4uDBTNy/eaNYiW7uHz1qS/u3L3P7D04tntvNptrNpoNpRJbgaR0hdsv0ZckjQsyKFHEm29y9gzLSxf2Hdi2fU99ahNh1iO55FpBeioNr34ZF1Q4nxUFUQxCrcrNGdpRLVe8MT6x2UDUvcy4Brk+6d0HN45oRzWV+T17hj0f309WXKuIKHEui+Jt3sn2XVy+4P/g+ysiplrlqaezncmIJjQEIwS6HkNRd/Pk9Kt7jlBrb+WY1eGEdrr/KOLMOa5d4Z/89rlbM36mePU/+y+eOnjEHxwoQPRp/9rrTnKHZzofqzFSHiBf5v/4Ha5cL73+ZumD93X2pm21mkvLt6xtqfq+lx8dyappHzy0Z/EGgeUFrv3kz+z681///ENHMX6nJgWZMAgAI6KqqmqMCyf6jqZJhGPwePMtXn+dP/zG7PCId2R/6y//FamU80EuXfz2IcQFEs5n4u42JgKXL/LmG2zfPvHAg+MHDwHp3i/XGa1fd3Y4amk0Wpms7j8wnsl1HiRG0uzXkaWt5MfGzS/9Cl98hr/335SvXJ598x+/Pj2978HPjX75ua3DY5kojjJeHqTRtJmw58V7b1v6tp9z4YSzrq06M9vgqTULs1w5x1s/4NZ0bmhYDz88+sjjodVbQgFcgdMflemsdEooRIJaET9jxqe85wbZNCkrS17UztfqW5MK1iJ4AqY8OMDiDMu3eDlzycusmExkMpvExKiHxKBiDCSlBT23xKk/JeN8hjaz05w6yetvgjewfUf98MFmIc/AEMl+x2624VRa+VDT1GHp0vZ0GSO4EjHOJ+uOAWObFkixrCyzMMfY+FCusLy8zFAJ7VYUuC+/qfOpu8fshGochG0/iJBS52vd3YNG8aGBZAi8gTGe/crw++8Mv/VG5eq5IU+lvlz/4nO5geGCP4AP+YyJ9XYUsT6ubC6ccNYfJVkZA1Zvn6jWWs94WG5c5YN3+f3fnRVu7j84fPDAyOhwLpvZYt214eMwYHo6X5NkwAiFIEsliy2zeTQtAgSdjlPTNIy+4f3jnHwT2zRZfygTDPrGgFFJUvpoMvbjAol+07vbobO8uMX1a0xf5803Is87s3lr+atf2z80jFEEY3svrkkWYRUjnqrtlD9XJU4am1WFpHC2ETGeGDozk66pOB/L3YtPkhxkCMzP8e5757/2s1uGh9tDJRSMQV00saEIQSjG83O50upvJM0ggCD9VDABX/oJikXa0ch3vnXh3Dm9fDk7Nrr5yMP4hkK5Z6f36liir3svF04460rP9k2AuJO93kBkA2MMEb/5v7ZuTvvV6txPfX3XM88FR46GfnoerMPljJ8VuT14rIjgpxFGPdZlA56XESIhFjyI0oUvVCAbehQLlAvZbCi5rN99OZJqeE5f6uyoUVTSHUuNiN/557z8Kjfmb/zyr2599kt2556G78VCiBqxSeWSNsSKRSyoFbGqRnJCKJ14I7bQWR4wO3vLGMLQ9z0vn8sZY1w44Xwsdy9cShM4Xb7IjRtRFN88cmRHLr/QmWuz6tY6rWfdWdAuDUMDoeepaizpEEZPAJDedyjYMOdt38H4BI8/7u3Yvuu1Vzl57PKvnz29YzeHj/o/9dM7Nm2mUrGIRb1O21ORbjWtvuTCCWed0W6+6GR2olaz2awJDIvz5uol3j/Bmfevlypy6KGlZ39i9xNfED+gs7/XjTb9ODqLTbvTv6DkYhuLhFZDTxBIFjslsYfFWGgbIqHaWA7DoFxOS5JbAM+tPetDye2WqnZrYGOEGze5coHXj81GOpwpXDpwpLJpSxgEoqjQglCMUQsaYAJEkbZqK7aRtV7U9OMWjRpXL9NqYbWRy3q5nBkb9/K5kSCwxos9TzzPLYdzPja5q7dR8LDcuIaI9TLXxic5eHDAgqXtJVVS78+v6nwGzN3bJzzP72zeS2fjV3U40n1iOmYWZJncxjNfZdsuTry15aXvXL45bY+/Xi/k5w88oLni9Yc/dzhqk83SaLaM0TDwFdO/EYULJ5x1xnZqTUgMeBTyxodqg6jB8R/wysvYmEz21oEH2g89In5mzoiBkmJMT5EK50fX7QQ76botGIxJd1YkcZ6k1ecMqAoWrGAFJRLBM+AmidYD7V5oraUVc/U6J09z/ko1U6hu3jnz+FNmYoyCH0Q0hLYSi2TF89ILuIghNBIGwkqT5QXm54lbvH18pR0tGH9lfKwyPl6uNaqHDo8Zzxijpl8vwc6acUe/I0mJHBbnWV5ZDLMLYxOQ7uaxFowb7FjPfqxoMZlARSye2XNQJiYZGeX9D/zrl+Xc6bi20rxwTo88PL53F4PDGChkwuRJ+iE3IX3Rvblwwll/kiJpXnJX27as1Ggs8w/+25kLZxYXl679pV9+5qkvbNu5i6EBPH8Q1KqxViW51XUDnD+utHqglXQAJ03sQ2+uraTblNhiBM9DjIhnOldwp9+Z2+vfLMuLnHyb3/mndql642f+3OFnv/zVrVM5H9oWyKpkrWKVOKa+wvIC16+yssgLz9+an1tcWLyBLG3ZVhwZCX72Zx8bHi2WyngensF4Bc9DsAYRl/rJ+THduWrFJvMVx47FzWZz69Ytk5OQFkkOP+w1nPVKpHcuYtWusA97RtJ+Wk3GximU+I1/PHnsDY69wTf+eObF56e//cLSi8/PPPH0xGNPD+/dTzYw3NUG++tS6MIJZ13p5A3STu1k5me5eZ2X/j1XL5aHBstbdzaOPNLYujM3PJJUaI6TdbDpaexiiU/e7S5RtbO4FIuiQmwRQQTFiph0n7a649DvpPdq2KwzM83KsgkzA/nS/NDQqEbUW9TrtGOu36Da4OacrVXNwhzVJW5Na31ZC9mRHdtHKpVd4se793mFUmNkgkKRXF6F2GAUFTyXrtP5hKVrNgUwcO7szWIlmJjKecHqRzgb2p/dBpIxlUoJxebzzYafm9pGNoeNx949OXb1MsuzvPZydGumNvt0fvM2JqbIZvA9tLPns2fhcB9w4YTTN7o1JT5ihXSyQUo6uyFaTRZneeEbvPjN6vzSB9t25j/3eOnZr+RMeg+SLO9W40mSFebT/Q9sMJ2KgpJcmlePHpvusicx+AGeMSJiXDix7kQR1SqtNrUa2UxpZGhiapx2neoy9RpnzjI7R7XOm8dajWb71MkTtdpiuzlfLDa+/OXDex7Y+cjnR8KMNzBINpPNpJNXAv6H7HNy25+cT4Z2tn9dvjS/91Dp6JHNeZ/mnePSrr05H6qnjo5RPM9n20527KQyxK59fOOPlr//vetcKH//tevZ8CGUIGTLZoRkfK07HtPZ/L/muXDCWQe6CekBlAZ4sQ2vXmZxlr/zt95XW6rX5/+Hf3R0ZJwDDyBSgzYEYDrZ6y0g4tbCfvKkUxD53pTAJwzwg6yISbfR98tojPOh0q2KqgQBmSyVCiMjLF+r/Kt/+d4f/Nt23ovjdmTVLCwslisDzZYODA3t2j3+3DNPPvQwO3axYyf5IsYkgaUVrMFPWlFna07nJ7ng0/lErO52VFrWZuK2adRKw4NjU1NL7Z6HuDDC+VGoEGFilcATf9N2hkf54pdKf/IHpRPHePvYxD/77UtDvzuz+8Dy3/gvv7hjpxSLYgxeAMQ9xXjW+npOF044feTDzqU7TrNYMFcu8upLnD2NqG7eWt+1NzuxheHR5DKQE7KdaglJnax0WsP5xEg6jEw62nLHwUvzyWYCMgGZkDAMxKiXBnTuYt3vYgA8tRiPwSH2HuDRJ4hfz87NbzXazmei0nBUKtvx8e2eXy0WzeYtw+UBW65Ut20vlCqEPjkP0vPTKMb0FLNY1Th6Nua4ZuN8AtJhYanWqq2lUuhnBsvhzm0jkUVMp8S7a2jOj0AgFHxASdY7kQk59DADI0xu4TvfGlheqly/tPLSC9ea7eX9+7cXCjmxmKS9pZv+Vw2brkEunHD6yr37cYUIFAIQ0aLGXDvPqeO88MIrw6Px55/Y9tN/YUt5oJovEFBQtLPeOsktbftndWI/6RwouePmr/PHluSvHwYEPrlMLDQlLeujH5Esz13K+4SCGA8gn2f7Tp79Cldnzg4NDi/emhsZCUeGdXTUHjxU3rJlcPNm2bo1ra6uMeKh0IwxBl/Smf7uyoEfZhek4/zIepqUKpCNWkG7RaHgK80w4+WM3yIW/CTXhJsTc3r9WTun06EyC0hULiH4Ow/o+CY5/CCz897x1zNnT5vf+7fHxQ9y2er+AznfJLcmfdPQXDjh9I27h7gTURz7noBBpVnj/BlefZnf+q0/2r5jy+ee8P/u33+yPEAmh1CQ9Gb0jldx8xKfrHTDRM+nvX/wbm269J9clvFxSqXW6HDONwBGrMCHHZd+6Vs3quT4+L1xn+exYwebt/KV53bHEeigZzBC4GO81RW0Nd32pBB4t1/R9rQGXfuz/k7/M0rGeEsNYnumMrR9cvNoRMPHuyO5j+OwOiPTh+ikOQTBj5MuLpCBYRjkr/3Nwtn3OHW89Bv/m/fi88Hp0y/9L//7X+ws+zWa7upe6y3OhRNOX+luULp9ZqnvGdVYbWiUN1/j5HHefYcnHvvy9j213YfmcuVb4qNaFMLOXt/e03Ktn6J9LP3T3hEVrNpYZpTQx/fIZZsiddMJJzpZGo07QH2od/4gubxaI63ArwstvFasivFFfJEAfMSkFYjTtzSjjqZxaZp3WNLdsR82quA4PyYlTfiRFnRv1WnU2L2nNDEhvtc0NI1m0MC1P+dHt+o62Mk8GUOEaQyMhQOzuT378f2t9aVN9WpUbzQlaAQm3328Cycc5xN1j4UOompEPDFcPsP3XolPnTw3fePcV7928NmvbN69byiXizr7rZ21ID2EycCLKp4hmyGXy5Oui0puQO9RlNTpQ8kR9IScIaeqYm7PXHz0BfLuoH/tX1Cdfib0pA1Uy/IKs3OMjZXzuazRwEiMmP4rB+Dcb2kJ19W9lwFN70y8wPM3bSKEIGyqNFXailHQzhrPTotb00t9XTjh9DkFK+0Wr77MD75XP3HiwlNP7/nyV/fsOkCz2cxkLMRQ1BhA3GD3Z+rPXJYSC57n4fsEgYAmaXwU64oJrD/Sc6/mzkJnTROAZpN6g917iuNjWVFArI1X7+xyDdn5KOmmL0FtUkoiBhVQWhBZFDKQrS1z8m1OHUM1m82ZTDbI5IKsyUZpTov+4MIJp88ptSqvvMTMNM329F/+1QPDo/H4JoBMJpM8IE0l6Qa7P2v3/HNLZxRQIVbUeH47YnSsMjg4KN0FMu5IOY7zWVvV9VilVp/etXckX4yQEHzjMjs5PwLbSSBhjaEdxyLim0AQoRqz7FNp2ezcDG+/ybEfcPEsxrR374+e+coRIyhG+mpwzYUTTh+LIuIW1UXeevODMAy3bG996auI53leC4AA7WwLTm9iW2Bcs18DkhS9kYio+EFAsVAMgoznkRwn1aQSSH90o47jrAu3o4R0aMMs5YqSyYUQdr5jcf2ScyftVsXtvI8gMsSWCFC8jFeEIIaWJbYV36ssLxM3WbzBC3/IlUucPTdfGph75PHJHbtM4BOBYCDW20OhazqKdfdVTr9qNBqXLl5bmBs4e7rxC7+8Z2yCICTIAKDhqgGk9GRsQ7zGT8iN4c66PLk8Y2OjxUJR0tXLXue7juM491E0PFIolgJJ93VZcTsnnHvQ2/urkxXYiOAr1mAiPCVbt4GN+P/Zu9Mgua7sPvD/c+/bcq+sFVVAYQdJgAC4gHt3k+xuNnuRrJHULbXkkeUO2zMTExqPw/aEHeEZe2R7xpqQPeGJmS8Oy2o75B5J1rQlWa1epGazyea+oUmCALEDhaX2JSuzcnn53r1nPrzMrKwCSIIgQFQVzy+KYFUikfUy33bPveeeW6thYZ7DKr3xEk4dD08cL12+VG4245HNwcFD5ut/9Z47D6LQC4cQsQJpIAZCwFn7zfW1vn1CXFUUodmMfN/P5YK9+3qLffAzJa2agAfkOjWeu1qkcZK2eGs2V6zQmp6bVPIhBcdDJm8cz6K1yLGS6r1CiI9RpzlIyxcfAqiaSlvPT6b9aDBza4qXEInOMaO6H2sfT6lKFbUa5ufQqGH8MpaWMD1Rq5YyM+OYnvBdDI1u7t+xSw9vXRwamd17EIVe9gMApEijVQbR0vK6O2uXhBNiXSqXywBnc7lsVvf1Jtf9nhXPWH3F1+1lsKWdequ11xlg9ogIBOVg6zY/k7FRnMzJ1h/wCkIIcSMlRTuSRpsL1gz4AYq96Xw+nzyDmYi893kJ8clkrY0iRQApkIJWqNXQqMNYeB5mp1CpII5x+HUcebu8WAovXRivVKaCIA58PTo6ODRMv/6Nu9O5wsBQIZWGUpRUPdStWnZuu/Wy1kk4Idalvr58VzqTScqEX01niSyZiL3GcLvuJ4F07PpVx8u1diVW5kMJIcTNZdsj2AQ4SWVPz4/S6eWuDZJRCXE1RKQVSgtYLOPixXp50U5NVi+Pz549N1mvZUoLDuBGkfHcVH//YH/vwEMPDPQP4MBd6O/H0BDITV7GMCLLDHYUKYBoeb7E+uhfk3BCrFvL13a94ke++pPEmkMAwBZETj7f7/spt3slZCmfIoT4mCQlOpZXxVEa+bwbNvtv8XaJtY6IoDSyeWgPjpcKG+jrdwaHnS3bMuAA8Bh6oTQ/PDKQTqsgiIsFJ502fUM6mwUrmChZIVsT9PKi6+vw/ifhhNhw1tk5+AnWuWASfN93tF7xuOxHIcTHpLNupu30SPk+0in/1m6WWBeUgh/ADZDJwRrs2OVXKn7Y7HU0tIbScLx84COyAINtBNRSLsUmgvIcnQb0FfHD+rv/EbNMThVCfIy6LzkETuourr++GCHEBpPU9yRrlVJqOVVWiPfFXV+JFcMMXT/GEUb3AAAgAElEQVR3F3y11hKgVOex9X0XlNEJseGs71PyE+mqfRqyH4UQN117ZToki00owBKZdTH5VawZrWiClgfXDSEGLKhzeDnthLrWl6JVq0ms7xuehBNCiFuHIfMbhRBrQrsLQ2Zdiw+J0HUrI4CgCQ7DUDK/n9WKAk3EaFUcVsDqEft12pcm4YTYcNbfafgJc407SPbjxpTcOTtl1ImZpPUm1oRW8467fhTimqwaYlg57kCAAtOK562y/jPrZO6EEEKIm41Xfs8AM3NrKUMJJ8RaITWqxY3CXX9eWV1kXQ5BvA8ZnRBCCHGzcXsRSQKILYhAhDC0noeNd2cV681Vo4j132MsbqXlIYqrHV6ratu/V9Sxbkg4IYQQ4mPAnT9mZ9Cogy1GtylmS4T1exMVG8JVDz85JsWN8b5HEn3wU9YDqV0ghBDiZusqoshwNWam8MrLY0sVGGOYzS3dNiGEEB+JhBNCCCE+Vkrh/NiZF198ZmEhCsMwNhJOCCHEOiZTsYUQQtxsyWLDii2BQQrTE5ibj/buc6GSv5W+LSGEWK9k7oQQQoibrb14EwGAtejpA3Qztq6jsAHyhoUQ4pNMRieEEEJ8TJgtYImS+44GIOMSQgix3kk4IYQQQgghhLhO0i0khBBCCCGEuE4STgghhBBCCCGuk4QTQgghhBBCiOsk4YQQQgghhBDiOkk4IYQQQgghhLhOEk4IIYQQQgghrpOEE0IIIYQQQojrJOGEEEIIIYQQ4jpJOCGEEEIIIYS4ThJOCCGEEEIIIa6ThBNCCCGEEEKI6yThhBBCCCGEEOI6STghhBBCCCGEuE4STgghhBBCCCGuk4QTQgghhBBCiOsk4YQQQgghhBDiOkk4IYQQQgghhLhOEk4IIYQQQgghrpOEE0IIIYQQQojrJOGEEEIIIYQQ4jpJOCGEEEKIDYw/wt8KIT6Yc6s3QAghhBDihuMrvqdbsyFCbHQSTgghhBBi42GAAf1BT5MYQ4iPSsIJIYQQQmwwvDw60RmloM7PtOJxSEwhxEci4YQQQgghNgxuf1kAAIE600QNYAEC9OoAgiWiEOL6STghhBBCiI2Bu76SH6Pk+654QQNgu+KfkcQSQnwEEk4IIYQQYoOhdlARAzGDmYnIBRzAucpIxDWFEzKEIcTVEbOUSBNCCCHExtBp1bSTnaAAMIOoFRGwRaftQ1cUzJeRCiE+rHUdTqyeXSWEEEKITzwLmM4ciXqdUykCEDVhYrguGNAa3MqDUoCirmW4VgYY3FVkVhobQlydhBNCCCGE2EiajCbBA7ykjUOEpSUsllCrzjYaS8XewsjmIsgkoxUETVdWeWqXgeLWKMeKgrPS7BCi27qeOyGnsxBCCCFWIcABXDCsxfnzGL+M8+eqsTmVSo3v379noL8YNyPPb7ciuudEMFY+SIDmK15dCNFtPYYTV1SMXlVJWgghhBCfXC4blxRAKC/i3Bn86IeL3/ven+y5o7Z56/TDjxyqVcNivw905THxFW0KaheEQlf7gtCeknHFlAshPsHWYzjxXjGDxBJCCCGEMEoD0HGMs2fw9A/xve/OfONvfuO2O/HAp5BNwaHW1ApLETgGlCIHIEomSHT1UTJdEVFIY0OIK6zHcKJNzmghhBBCrNZo/Z8yjQZAiDg+crwUuU6d2XUa+ZyXzjZ7+6mQVz3pFEAMpZgA0HICBDHYwhJpULswVFe0IYToWL/hRLK2ZdJpoFfNkRJCCCHEJ5UBIkArjXQWrBGj9pMXDl+aHhk4mrlz/2ghj3QWg4sY7Ee9H8U8XAWVJDC1wgVLCBnE0En1J6bkL4UQV7GuKzsJIYQQQqwSAhZwGG7MOHkac3P4gz8IL11evHR52sQ2aobWWs91w0YEa3bvKvT1xUND6bvu3j44bG7fF/T0wHVjrRxmqKRGbGtoAoqkZKwQq63lcOLKOrAGMO3H3a6JUNyuMB0DTnukojWHam2PS3YXtMbKb8THY9XnL24gKeUshLiVkjWxSyEWS3jnLSwuoLaEsIbSPOpVNGpYLKHZxPQ0gjT7KdPTS0Gm1D8YH9w/FHjYNILb70B1CUO9iJKZFEyawAwlVzUhuqzxZKdVxZp0q/4CFJhaTXENExHDOK4yYCxXX6DOepgrSkh/5A3qaJeX+nAvvNx65e6t6zwk9ak+DleNoeVzv9HoQ/VVyOcvVuHWHzIBVlw7bpdkah0xGsj7yAxh6Em4QKOBqIbFOdSrOP4uypXm2MWZenNhbKxpDaI4tIaVct7Znd22NbP7DpDFpuF2RybLetlCXN1aHp3osO1BCQJcGEyOY3YK7x7FzEzsedQ3qG7fR72D6NuUPD8ESMMzsAQmaDB00va3INUq8sarV77scpWPpDUJy4Lb1eSU+sDb29VKVbfHIyzQbD/KBAAuyQyQjwMDlpEc97q7pSL3ieu1KgZO5jVZgBng1l91aqOo9lf340StmipCLOPlLhbbLrgjB8mGchNaIJZId4cTMcBAzS76igLo9sVHIfaiJtw0miFcF1NTKC3gzGmU5vHWT3HkTZRLNeVcivjdPXtzdx0a/Mbf2p/JsSaj4ZCMTgix0toMJxggXr4cWEYE1oqcRh1H38TzP0a1jOkpgEEKykXvEPK9Ye9g6et/dUjDMLQCwuSVLAjwNMJ67HkO6XZTR7Va8fTB2S6c1HpgkIWxMAxF0MSk2vmUV3mBKz/X9oCKAkIwI9Lwpubnxy9fGh4a6C30pX1PLlA3T3uHGAKFpm4tKZVyNHUGr+TDv15XhhPJIxqAQRTbmGCJmAjMZCwA5WiHQAyDJOxnR5F3i7ZfrCG88vv2j7Z9hlJnaTEh3k/7smTbP2FVtgIvP5EZUYwoQqWM6UlMjmOxhIsXqmNnnCNvzheHUn5u8hd/deTOu2ubh3NpL6Nl1QkhVlrTyU6d+4qF65CqlDFxERfP44+/fSps6Hw+T6SVplJlwQ24f8j10rP3PTJUHNTpNDwgtghrKGYRGgBQRGzRCifQnlfxIYIpyzAWkUXE0ARHkbZQCrorprhi0694mMERUKo0CrnU7BLmZnsnLueiunZ3qpQPyG3yZkpyJ8K45jkBtMPXEkuKD7a8nGwUxVq5yQ+WYRlKu65yk1uvBUDQ2gCxQZPhAR6hCtRAKUDCCQGsXJWYASACYkB3blhywooPYkFJ391VsxCScdMk8QEEC6q5Xuh6bjqT6e9PHziIhXkszGfmxvFv5oaPna4vNj1KXYhVUOwpFjzEHCryP+73JMQatjZHJ4D2jcQmW2fRqOJb/6H+8gvjJ06/9tVfenDbjp4nniim0lAKpHB+DGfP4k/+9HyteeHBT235xa/tDFJ4641obnrm0UdHfD/KB24cQSko3S4wS0iWp7mmtFxihrUwFtbAJs9WiAGjkQJ8WtVX8R65+RZgGAutgBdfxVM/4D//03dsbPr6wjsPTP7r//u/IoQEuUjdFJ3ECQ1EDGtBBAYULVfqkGbK9eiUaefIGIJ1xs7h9ClcuBDXG/V8j5fNqYFBN5/HwCByeRjA81np2FEuM0jVGbMaGcVFJZnJn3jtKz+DwLCWDVHSZaOSHuXkyi2HirihmkAIOIAH6M41zTRQWcRzL+L7T+HPf/CXP/fz25/4vPfzXxkGGAhu9TYLsYbo3/zN37zV2/CeqD0KyRFe/Al+8Ofk6P6+TeXHv4jte0rFQUNuRbmRITc0WmkMD/ecO68sD83MuJVFvPKife2ly5s3DxT7GoHvEEgRiFakZlD3L3v/bSEyUBYuw2V2GS6oqdBgEMMjpvfLpOyaDG4BDVpYwB/+R1weo3plaFPfJtvcEjbP/tKv7CY0SPpobxbbGeI+cxpnT6PZRCoDz4W1y4mw0ki5Zl1THpGcIjHgNBv0xqt4/lk++a66OEYT43rysnvuDE6+i5Pv4sJYEsiR7yvXa+U0Wg4BT8EnkkaiAAAmWGYGGauYNVti2/orIhBYjhRxoykg6W6MQTHQBCwo1K5Xb6JpcPgNv5DbwfHEvjsok/ZA7q3eYCHWkLWZ7MSd9CGHEEb48Q/xwjN4990j99439KnP7fr8E0Og2BoFMLFmtr196OvD9p04cbp4/nzj6Jupy2fw0nO1w2+cfPLJPcNbSoWsdimgrmZ96/dcM2JyiSp1LCyAFJgxMpwzzJpc4INuba1fxAxyoEplzEzie9+ZhrK9fXTvA0Mn38XpsTPSP36TtebARyHGx/Dss3M/83N9lerEXQeHb/WGbRhERMyYnFp65bXn52YobLLnB0r5WgWOk/E8N0hX99yR+sbf3OW6pBRcF8xE6CVWMrdRdBCILUiRrzE7A9/DUhX9A3AcSMwpbqjORK9VpVCY2QIhVGPHniDXh9/9Js3NNI80L/QW9zI3cZUsZyE+udZmOJF0ITcJXhjiL76LV57HM09N/9d/7Z77PoV77odSVQDkpAAFWAcNC8PIpVP4tV/PPvM0nn0K/+EPrUPZnuwdlbKNoojZkF4dPzAxEFMyYLD6o+h6KkWAYnYmJ3H5Iv7nf/Q0oxmkS7/7738llc77AeLW8+lqr9B+0MbQTcsIG+mXn8ef/xfEYf4Xvx587ev4z/8J/QOAt23F88WNZ5NR7BPv4vln8Pu/d2pi4uzPflVv2ZLrK2Ztu/yXuGbtmbHLyU4EwA/wa7+e/dm/8qWpKRgD7QCMkycwN4ujR1Ga59eeP3Hq3dfuOuQ9/Fj280+OKrKODuTGLFZigIihCb/1z06dOVVaqDz33R/8vaZqplOOIiaSOnjixuGV/YwEgIgUdOjpWtrZlI6QTqXIeLA9TGBYuWKJla5WyvM9n7MBD5+1GU4kQgAm8p77cSNsBFt3lR98dHDrrrge1jJuupNKyyAgsDCxZWvIC+B46CnCmLjRnEhnzhd6tsVRZMwVXQ+UFGxSBAYrBYBaFZ9aK+C1p+kyOKl5eeY0jh3BzGQqSGXCRnzuFEa3w/OgFN5jvYgV1akUyNh4dhbHj+DkifOPf2773n3QGqXFsWx+eNue7QCu2EpxIyVp2fUGKkuwNtPb20OYJhhZ5fQj6eSJkQOQdqFdZC2U35r+RIRMD8pljOxYXJgq3HPXHd/5s7OXzupnm6c/8+hO16t4LrsUyB4QAJJrqQZpDQCNOs6cDJcqBWvy5TKCoJnNeAT7QS8ixDVKukWSI0otd44k/SOUN1DMyfhFUwOgMusaqAmWuROi48oliT/w+Rvtfrc2w4lkx2RqdVVZwE9frxR6J7bvmbx9/24/c5EQAJmVzW5SUI6iJoNjjGzC2R74vqs1SNWiuArAWgusmMOQsNDEWiV5SARmpvaUDcACLgMGvmWQxcWzePqH047OzUxVlE5NjKPYi+EhRGCGTbpmWxuULFFH1Pl1MZOHVByhVsH4RZQrF/fdVRgaKQ4P4+y5l+4+eM89944CuFr1uU51WfGRMGzyUZYWUCrBsuP76c0jmwd7C7G1jpJP+Pp0d7cQAOaIOfLS7KaJoYg0oHr7NKOx6zbPNLA0h6d+kJs47506NRc3SJOvU9waOxICAGAAApbKMCFmp4J61Q/yhVqNe3rSt3rTxIbUvv63buNJaXgwfGNRqyVLaFezBUOqzBRxq0yd2JB45QKa75cf337SNa6btJEPmTXXhGrUI+YIIBh17Kf4k28jii898pme3/qXnw7STCgQst1nPFolmogZbFFbwk9fx3PPQ7mX/VSNoW6/baCv2LviH7TFjHffwbf/oH7xHNgAALPtqgCkkhaoA8DiRz/A66/g3eOv/sbf3f/Fr+zt7+9/9ZUzs3Oz9WQxuhVHSTuyaK3cxQCU1obhKvzj/+XUidOlVP7yr/y14u13YH4WWhd27C4+9ljxitdJGCCC9MZ9ZO3WLs6fAylYNbb/YF+QCtDa7+L6rK6JReQqlVbIKKQ1AsWuYk0MxUE6SOUK2LQV//RfDDzyqYLvDjz1g+lzZ8qtaipCdDEWzSYmJtAIF7Zsze7du3VxsbS4uHirt0tsMO2mo+20EGw7RQHMYMbFMfz0NTQatb7BuUcfO6CQBVJEV2tdinUvaUtaAxvDxLAROAbi1gz9K78QJ2NbvPKr/WorHrrK324ca2l0ggEgSLnMDQAEnDmOd49icCjd0z8P1wOqQAB4V0RBpECKwMDiAsoLWCpz3wDXas3mosnlkAoC3TXLsxNyzs3jzZ/ixWeXHJWq1Zp793tEAJv2+nbKAJFBtQlX4+WXMDWBvr6e7TuxWOo5+W6lUilXa4pU/1XfDC9P04oNO6SoXEJ5AbVqfnhTz2ih6PuYncTpYyj29BR7a2EMz8HVJmDwcgkdQnvJYQCykM6Hk6yEzQwQYo60WwlSyKTTAJTeUGf1GsGrhn+TYE7V2MlkC8jmwGZwesIbGQ2NDZWSiEKs1gwRNQHAD6inmHcdTztyqoqbittDE00mZdkhhfICTh6DjW2hZ2braJ6gCe4GzFYRy00usmBGkxECABTgAg5ggWjl85lABB9XX4bVthtstKK9vRGPnrXXHmVEEQHUqKJUwjtHX9l3oL/Q44AdIAVOAV7SF6raW69AySOei3PnUFrA+PhUX99gLpdOpWhwCOlMxnVaNd3YLu/E0jzOj9lX3zjy42dfu3R5sj1lQrULxpGlyHFggMVFvH74bUvVXbcNHDiAXBZDQwOXLo3Pz1Xfo1+biQyUATWACKB6iGaEU6dx8dJRPz3/6KcfsxGmxvHWm9EjD+3dNJT3naSPd8UoR3uZBB/LmVRXiX/FNWKACSBYC1JesReZjAdpxt5gjE48rVphLyvLFBo0mTPWIJ1BJgtLNVZ1UA1orLpGC8EWtRqqVYBMPh9s3TaczaZ8X+poixurPXdCxSADgDlpA9hk4aupSVy6iGeeRiHnjI7k7rt3VAMKSm3ABqFAe7BdAQ6BCDEhJDQJIHgEl+AQNMFpf7kEBzBAHQiRlOYBkEy67RxIbJk5GexKvtq/a+NYS+FEO2nC83yOcfokSvOYnrl4x/5g154UqAoA7IIp2Rm2PXEa7eoyWeCN13HuHHzf27nLLxQcUNUytANSrRYjtaZNA8CPf4Sx88qYIWuz8/OV1oRrMKg97QFsgUoF7xzBxMT86E73a1+/3U9hcAjpTFApN6tLplMEduWbYSACGkAIGAY8Hy+8gD/+Nnr6/LsPZZ94IgirqFawtDT2S7/cs3tXod4I22/lys8FoAgUAoB1YD1YDyxt4A9nOYlNwYKVtkEK1Dr5ryj7JT4STs6hJB+AEQEhI0rWgwTjuZ/guecBVekf4nyPVspZW9cicSstn4lRhDgCEPlBs6fouR55nlz3xM0QA2FrbSJOqrLUGDVmPP1DvPIyZmYqDz+8+/4H+lOtCdhyvdqo2nkgBgyvvbJhGkhmbWkgBaSBVPJF7W+4VcYnBhpAHbREqgI0ujrVVrTu1uoK0tdvLSQ72VYffGf0xwKM82cxNwc/iO85lOkbUkCtXW1pxdJzFnCACDARzs/g1IlLBiPFPlpcBJHx3Njz4QCUnPzU+XeIYoydhYkwumUP85l8IYNWaRoGTHt7PAbOncbZU2hG5dGt5s6D8Hz09WP3brz6WnlhvtFoIOvjajXCFBiABWlixBEaNZw/Nzs6WuwdrOd7vAvn4HgYHjVQCHyllWJetTbTckp6bKuOcgD/8Guo11Auz99zX2+up5rJpDdYgHszMQHEsBZgJhUXiwAiQNqyN1ZSZLF1SigAcAzc5MQyMS6ex6sv14g8Pz3zhS9/zvdr4LQcxaJteUVJtrh0CUDcP+jt2h0Ue6EUMzOk5L+4YZJGhQf2kkMOlNR0ChTSYYifvoHjx2uWzh568K6tO0wqc6u3V3ws4hie1s2oeGGsPDcbRqFbr+koMszLA+lEpEAES7SUTsfpQPX1ZoJU3NPrul7T97WiLJvlkjyto8si+WcbzFoKJ7qwxeQEoibyBS+dNY5XBxQQg2qADzid1rsCGMaA5+ecagmnT07lCpUHHto7OwOtbSoAATGgYdVykzGMDGpV/9RxpNPIpL32PKzkHtUZ9qBkoOLSGN54Ff39xULvkpdKASAF34ej03Hk1WrIFq76vtoJWayY4btYLKFUqu+7K93Tu+iowuIijJ29ba+thUt531UrKgtxewnnJN4lR/WENXgab75erVZL07PHcoXb7tifzWSkzsm1a52+zRDWWsdhpQCKgNSt3ayNiltTfpYAL2p6aQ9Ng5nLOP42jh9bqNUnt+wKXX/BcUnCCXElai1mAlLW9ZvaCVwXrqtkGTtxQ3XqwgIEUkmagGc5vVhGaQavvmhI1wp9U7ftQ09f5LgyPvaJoBUqJbDFwlT+xBHUa1iYR6Ouy2UPyXztpMfXQjFAfrFXF4u0Yzt6+rDnDng+KAfHb+eXAGhlx4A0aCN2iKyFcIJWde0nzfm3j0w1qkObNw/09WvXLxKaQA2oA0g2O0nOtskyx8aeOun84M/QDBsPP7LvF34B/+pfQSk3k0nXqsh7aMWDrdePK9X6YsmvLM1mc/3pABZ1hoNWLqRN5uFYaLao1jA9hZdefvVrv3z/jh1BIQ8CtEZPAX6QqjdMaTEcHPZXFbcB0M6Z04AmoBmiWkWtOrNt64GUX4kNFuYXe3p5+64t6bSryCXqWg+sc20DAIqaqC3ixz/ED394uK/fuftQ8Ve/8YVCD1zJIr4mdtXeCUMwQzvkB1j5UYsPpfW52fbp2ymVx4C1sAxWyYibx4zpGTz/DH76Kp7/cTm281/48vBXf+VQPgOlmGRwSCyj5D9qH1cMaAeeB9eBVhvvLizWBgIQMpYIOYBshBefxVN/gemp8cefGD700IOjo+gtBnL4fRIkRXmWFnH6JP7+3/mLuam8oqznBQSfyGMmtjDWMDMMiJUCKQWlY+2GpOcHhlRvb37nzoHippNf/dVtmYw3NFj03Fv9rm6yNRJOqNaMBcAgWcQBE1Oz+XShUKRMAANi+AwLNFspTqQ6MYgxgW1ibgbnzqK/X49sni/2bl6qhhoqm/X7ijAM8HKyk7GZWi1Tq2HTiPV9xDH8wLdkDLWndxOA2EDHjFdexrnzaMb1/XcFff1NhzwCXBd+CloHzciv17uK1/DyrbA945/BGoylClwFV/mB64aNxTDsNaYyMJDPZGLfCSKjiMBMBDAzWBGpVh0nq2Hw/LOYuIyenqHPPD6yZVvV8eddr9iJPaw1qjUxbMNc65KUs8T1HaX2ikAiBiLAjeNkbTWjHbiuknDieiWlmixTzK3eFlLt+MwqMIMpstaBxcUxnD+Jl35iz55egpp/7LMDD31aDw7BdVrVD4ToRoAmRE2EEVhZcipKZwmqVRZcTlhxA/Dyn6QYAJYsSkCeLI68iVefw/S43batvG0b7rmrJyNjqJ8MyV7OBKj42LMTt+8+WBvcxJYsr6jlYy1MDDZggwiYKcE0EdUB3jXPqJdQW4CXG3Wc5sBw88DB4uAm9BTBZIlCxZxLb7TUklsdTjDaLZDl9mNkQAYXLo7ffXBg3/4tDBAMQdtkvktneRkiBthCW4wdx/gFHD/13M/+XN+2rWZ4GAoOQEHgNJvwXO6EEwYA48JZvPDixOj2erM+2GygWossqWTlCQI3a6FOpwBEMY4ew9mxktUzB+/G6FaPEDMc30M6g8mp2bAxUK3G3HkDnT9bc1GZkoR9Rj6HQhaIUSk1HSrA4vbbt6RT8B0AcDTQSTcn6kwIZ+hGHZ7CS6++4TjN/s3Ro5/fTCoLQhyzkwzScKwULSdorRuryohi5fcx0OzKOtMf/p3FrTQ3uO2XTZbvcE0Ma1hr62gEgQ9EgP8R38wnECfjEhQxGgwNOAwQNEMbEIEcgoJeqGNmAkffwttv4LvfeaNv6PLOO6af+MrP7rtzUyYHyLSVje7DTjjsDBcSIQzRCMHaKK86vFlZYxzd6rAR4iNLKodbABZJkRYP6DHWnZ/Ej/4SZ0/jxMkfPvmV5r69W27bOeqtykeWo3Aj6t6rmQzSAe6+f6pWKQNptg7YM5bAylrLbBuNRtxoVGu1eWOJ3UbJiebc8izm5rXW6UsTJl9Iz0yr4mDl8sXoya+4FugfVGkvpTfiEXRLw4lO+5uIW0uHkAVqdYRLMAwnqAXpyAAK7XKsy7emGADDkvLrJbz4Ixw+XE3n7S9+bd/olqWFeYRN43vKdUlxUk2GkiI+DEQxTp3ACy8e/u3/82eefwYvPgdytCFjWnFL5KdzEcxCA5USfvebYV9/9OjndgwNQ1NZwbFwtAM/BaX9ZtOvN97zfslQ3B7wMBEKOYxsGn71hbfTGT06ku8fcJLmFNr5XtyuPNSpWLVUxcI0Xn4eURx+5nPbP/XoiA4MAGLdKSm7Mktq3emueNt9tbZd4YQD0u0n45rfabucwqpfwYhjMDMpox04WnUNg4j3dWW5AYBb8UPMaCoYgmK4TbimkTJNTFzGiRP4T//vubOnQt8ZvOueex98dOCzX5q7a+9Q5yXX77ErrtGHiiiWe2cYzRCNJiwsuXXtgqRwgrjBuF3PMWQohlNpuAuTePFpfP+7COvYvl39vb9/qL8vrVy0GhCQC9bG1uqwsBZ+AM/F//QP7/bcTuFXoJ1pTwRmkEWjiTmLmouoDFXBaz/Bu2/h9GlcvtxoLAWTFzExmTt+8uxzL9a/+DODX/4rAyNbKhnX1QiwsQ6lWxpOdE2aIFhu56Us1TA+BmOjIHAKhSCKTOA6nedRUuCJrSJmcBjCGBw+vGQ4Hhj0N29GJpWNDJaqdd+nIOVpDYBBIbd7oI8dw9w8fN/L5eD7AOAHCmQYsGAFAxhr9ew0zp8D0Bge5kc+tcl1oJFGUhaIkM3BC4JGaCqVKpC98s2127CtoyUI0NOLBx/p/f73X1iY3TV2bm7bziFmAyhqVcJhRsNCAT4pWAsNTE/i5PHG2Qvnv/DFh7dsJc+DQqt3rlUEy5DSt3qI6aPirm9aHxczEfkMS0zE2nkAACAASURBVK0hl87qHtd+9jmAwwwgIkpeJAN4YIQhTBw7jvZbJbk2XMG2m+Rqnz2zA8om1fEYIAR1Ey8sUFTDs0+hNI8LF3D+HHoHenp7l778ld6du7eObt5uGMRQCswg2PbKMWKDu5YzrbvBVq1iaQlEruemPReu53ZdCoT4iFRXaBpbgJG6eBbH3sTzz2Fu8eTefanHHrstkxppHZSdO63cMT4BwmacChwAWsFaKFrOym3N30qS2QnaR4GRJlRdmDQeewLbtuPcecwvBG8fxluHYwtndkGfPxe9ebiyaXM4MJSJHSgKNli/yBpoiS4Xb21NvWs0UCrBcuT4tSCdtWzoinXGmK0ibeCYCFGIM6dL2aFocJvJFRAoxHXU64ZIuS4rBSBZtEGxdQ0wPg5r4fnOYD9SaZBCpbLISMq/aQYB2jLm53DmNMKwdGB//6F7qoEDGKfTk+0FYCCOVaORPPJeF5hWklWjgaER3LYP3/7/1PjY6LvvNO99AOmcVjCMKClXTADgJW3qZoyUh2oFs7PluYWT++++I0gDhDgZ7+iqFbD8m5d/XkctM14ZTnQ23gEctoaUfo9sqPd/zdYzmSNSDcBtL2kJMEwMY63jaNeBhBMfHQOAw5x1ksPSOCZEZR5P/yUujNnp2TE/PRXko9sPph97cms+pzIpRCGS5chU66Tv1DETG9yHONkItRrCJixpx/ccFxJLiBupu8OPHAZsjNI0Ll/AG6/PpvOT9z5cvOtQf6aw/ORW19Y6usGK65XEEglKFiOBIYraeROtlHTSrqsDFw6AYi/qBgrYshX7K5iawr0P4P/438bHzqeiOFev9rx1uBLbU4997jP5NG28ZsetDSe4O5bojDFFIeZmAbIDg949944oalz5uRMFALnA4Xfw0jOo1S9+6p59f/03dng+PICraDahiAaHiiAgbsANCK6NYC2++e++/5nPfOE3/vZnI4a1UAqe9og1AQSVxBWLZbz0Av7Ln1544L7sHXv07Tv7WlvMAKHQg3Qq+VEtLlbe9z1SsliJF+D2fRgYwksvPnriGL321tte7t577svtO6CJDKMKaA/55JqVzEFcmMX3v//G/oM7//ff+jlSrfkVvLISljEgIGyAGals58Ncv1rhBFtFGmDFdrkn4Jp1PzVZpc4FtAbCCPUqLl+GtUZrrVY/WXw4iqAAA7ag+WlcOIfjR/GD75+cnKxPjrsmzm3f7T78WPSLv/zg7jt4x1ZFnUkqy/0DtPKIFrfQze2J6JzHq35NJ0RopRB06mEw4gjnzyHwPddxlUyaEB9J9+xG1Upc4fYKABazM7g8hn/+v46Xy6Wegco/+EeP7r4d2zav/HfLGdof99aLjxUDXUlNySOkdCv7uhVOUCs7nRmIGYqIUppiA2uRCrB3NzZvwTf/49Y//zP85Bn85JmFsbONS5cv7dr16qOP9j/52dtu6Tu88W51ONGedNf9UNhAFAKIvaDmeCBluV11NXlCpbKYyxWMxVIZp4/h2NGpTZvVth2xHwCoAT6zjiKHtFG6CQJcnyMTW9SWUF5EEPT46VJff3/3FihurftgoBhYWEBpFkvl0r4vxMODVYczaKahUyDFMEFKWwNAWeOYuNnerqsjAigEjEZ6YAif/1Iu8PHG4U+99rI3txBPzYb3P5gixUFgmQwTkuWu6zWcPVPftXvr6Na8clvLawBIpia3PzJWRNai3sDiYrg9ux7nE6/Kcmk1NpQCW1gDAkihVeYKH3gR53ZBJ8OICETKJrEEgLPnaobT89OwFkTk+0H7piB3hmtztbkTSWcdxzj6Jl55HmdP4Oyx26o1FIvYewCjO+Ptu/m2/Yv9mxYU8oxsBFdBdY02dgb31lchgQ3pqp//VbPFb0Z7ipMiFA4UgGYIz4GxiGOkfF8TFCW399ZReMWin0J8oKQRkWQXA0AUwfVRr2N6BmdO46XnMDud2bHHbt45uWVnGGTnKjVdTPW3J++tvAYmle3kqrXRLO/T5CDp6tC8sn4MAZZgQaxa5YRMHIeBn6vFJYUsO87QYOYzn4d28crLKhPsbsY8dbFvfrYRI3IQR5HjuhukguytDSe6u50NQEmzr1pDtQatKJMNggBKabRqyIAZzMik880QGR8nzmH8Eg7/9PXHnxgq9lYL2T6FOGzGcZwPm9ZxXcelZgzP8QxrAKV5TE8jHSCfr4+MAMkEcDBby7Yz/Q8EnDyB6UnMzL5z/0Nf3LKFHJUHOe3EJe068H0oOFFThWH8QW8zOcgiAwPoe+/HzAzmSur5Z0/OzxWbDW/HllRP0fc1aip0HRdANcTUFMYnLt933+58IWli22QiGMMBHNUa1yEFVOuYn8ep0ye37zwAy61EqHXgqoMO1Pl/HMEaEKFr1jmA7hVEur5ntJbKbSdHETSgCBoWzRBhA5OXzczCbNzobzbh+U6TqWngayUZFNeN2xVRGlV8989Kkxd63nwdlSW7ZZuCPvP5L+3afZuzZXQ4nYNjeyLVngTDVgOKk+XICICi1gwiaSOuMZ25h+95nq60srzdyuy17lxG2/5r06oQnjyVk8OgEdsoAltlLGrVuL837yqW0QlxXbpb/Mvdl62yJy5qDaRTaNTx+it44cWF4sD46E5+7Intm0b8VNCfSp7PfMUpIDaqK1PJu4OHK8fSiUgx1NzCQm+xWFkq1xvG9XUz1CkvnXccCxR68fgT+P1vmcvnsbjQf+Snta3bSuMT4dbhkXZjpnOU3qQA9eOoIbAG5k60JGe3BhBFiCIoTb4P1wXRck4KEYjqDPIQxE38u39Tv3Q+lcvjv/nv7/PzFV8DgI0DtrBWK2W9QFlCFMeupxcXcPok/vAPKk98+eG9d88r3dl7DIBsq61jgPkIT/8YlTJ27czvP5Aq+DF0Z5E7AjjZNlJkrY4/MJpovTtrucbIDm6iX/sb+OrXnN/657ddvIA/+tbhP/0jZ3gke8/9zn/3G1vTWQCoLsFYbBoJRreDObmMNQnGAkknXetyCCaiOEatjksXo6gO1+XOwhnrwVW201qulBuFQuqbv/NcsZj+9KMH+wdc5ViQaVfhSBYIQSs3DQAYFINiZk0IAA+sYLFUQbWCI2/j/LnJF198aeuu/P0P33ffQ/i9fw/lGdcz3LosSMr+tXnvw6pRw8xk7uI5cIS+grIxyPT+zr99dtOmntHRnQODme07VTqNYhGeh737lAGUAmmQgqYomc+mr7wcSd/fx8e0C6l1ZVUCrRLbQKuuDSWdPt19QLTydstdf7Yeav0Ca0GK2glygCEAlIwfkmUC9FIFUzOztdpCNt23dXOvsQgbtVyPoxDrZKRS6rCJa2K7xiJ0+xu001QUkzKAJSwuYXoGv/mPL104W2jGYz//S5vvvt8eeihdCEylUQuCDCXrXK26Esl1aYMz7UsNEemVjYSr7nuVzuQZOp8t5rNFAOlMNkJUt3PlpXK+sLu3oH7pV3v/8++julicHg9Kc/rMqcmtw1sc7VrbVKr73nczbnsfx/F6q0cnWp9bJxENFmDG9DSU0oq0Ukk3s1HQACxihtXIXL6MyhyOHDm5beuWgw9s3b0HRuUAaOQjA2NgmS1b1/GI4Tq+icEWExMoLV7YuefOnl5NlKyZB2YCkzUWAAHGIm7i4sVxh0ZGt/SkvbTvLydiEJDk3TgO8vlMHNulSvU93huWo1j2AY/a8SEBqRy+9HM4dxq799x74hjPzVWOvVn/t/9PfWgklc7GQbq+aVgPDGasbQZOso9cIImAqHXXJwsoJhiLI2+XThyLtALbpKm9eub6mpfsfWsZsVGM1NG38fJL8aOf7YGDGKxbvdeWEVvierPOlom053mKmGCAhkXElF4sm/JCs9nwJi5iahyTE5ianPH95u137Hng0wPpQqgdxBEobuZ6VTuckDvDtbhyznqyHLZjLHJ53HWPdhVqNViLqAlLRWPuH6ugPJtuhJWeYpDPu5s2wXHwPReZHBf7bSY3M7qdt2zJZjM67auMTwyOmk3XdYDW3De0VrmTwOJmS6YY+oDuShBvX8YoafdHYAZSrXVgyLSuiCsuOJ1YojuFlZNxp2SQ2QIOiAFCbG3sK2+phlPHETYQxcjks+mc6h/otYC1qDfq6ZQ3NFQEktGL1n1dRrHE+zJABOjuRg4zMQBiAiej0pUajh7F8bdx+kR5aLA5vNncdyjYfyDXnwcB+aAHgO2est01LCeJshtad9Wv7r3cuTgu18BhhmGrtGMBY1kpaJA1Kopsyi/mczkfKgYcD1u24uypaqVUmZ40s1M9zC4QtWOJW3CPS2YQtRtCy6mkSl1PH+stH53ojBwlHQnLOWRKMdDpP06WJLMAgTNLS5ibwuGXMTMzf/Be5577M0wNAoCAGCop5qo0w5Ii1gA4juniOcxMWz9V2Xcn3Ey206+Ndn5+simLJVRKeOutIw/er+65eyQdQDuwq3qwCczwfQ/s1mrvOXei61bsgJP2UauCjSbsPYAd2zF/AN9ukrX6/PnqmdOlvoGeLdt6dt+e6+9HLpdW2hqErV5b7qy9ELdf1kOrx76nWu0JG/B8q9dlX3sy3GJjS7HBpUsYu4BLk/maCdwcWY8iQIEIGtAR+eRlkjcZMZCsV0K5ZDrd/DyWFnH8HRx9G+8eGVuYm3TcyoG7c/fuKz7w8JDywCHCBpy09QPTTuFfj5/Yx8+unH/WCmuT/EPS2HUHrMX41OTlS/O5fG8YZmYmbCqVG79YXyw1srlUTw+Sss6eG2UK6OmPs4XyF768pdlMj2zCpiF4LjSx67pXO5vktn2ztbI/uu+SQAy47cHQGMww7eCBkuoGq6amJlMSo+5cqGROoyIwLJGy8Jl1bMDW8T2nWUMjRhzh+DE7NTWey/OhB4eHhnqVggWaMayNA1/r5DWJWlsoh4P4YGplo5CTlW8ZMAgt/HqkL13Ckbfx1HdRLtNdB5Z276k/8EAuX1j+N7a7kbXciGTdrvAuNqj337nUdR8kBoiUSq6dipJGXtZNA4iAOIryHmoWB+7GsbfgOLHvZauVsLzggZN/HbWHfD+GI6oz9wxoFwpKWIYiSnJeru+lb3k40cGAXfEmmJI8agVF8DpFoBDj6Jt46gd45ul3H//81kceTT36+Ai4dXIrgmpnJVlWzC4R6lw3cfr/+tenNo1kH/nMoO9BQbuEpoVlWIayHLhe0l0xfgmnjoE42rUz9eSTm/TK5nny4StCzMjnC76TX5ivtG6k7R3TqQOA5b3CIBAzQyVvygCFLPp70NuLf/bbmJ/LLJZ2fuv3cGEsOn5i/PDhyisvZYv9p3/7Xz4RBE4qFTsK1L2zSCdZWsQghdg2FxbHK+Xb87lQB+txdCKZBaENc2zw1I/wh3/0wtYdQ2428DNODDTjdp6TRRTCGCzMo7yIixdriwvOxGVTmqdzZ+dL82ZmptysVxVVN2/iQ/f2//wv7/7CF/ryPQgyqEcLri6Sj6WlMNevgyDQrcQwuStci84H1fnTAbeXiHTw2Sfx6cfx3/7tTZXKpnIF83M48S4WS5ibS514l6tLcRxjbGzC9/OVcn2+bE+dqTKV3n5zPpOr3nF7+n/8Ow8f2B/3Fh0CmNvdge9Z4EDccD7gL7e9OunlFIEdgGDTrb+y4GR8FLo1wJysH0IMGGuNZWaOmW37XquIFCkQKYYGNCyWFjEzhdI8/uL7M2Njlxyv+uSXDt77QPqeQ725dKv7plxHtYqo2Sjk+lzFunX7lmBCXAu3u3eS2RJRUgheAeWG02jSpQv4Z//k4tg5W1msfP2X9z70IB58SAcpaL16Ot3qMQnxybVylCpJACXYpGezPWJlgIgRM7Sy1epS2ss06jQyjE1DcLRnbVhanLpwcc7ygFbAcn919/yyG3akMVvqdOy0XpkAYguzfKBze945retwgtofomGYTlOYiRmWGQTDAKAtwAbcxIs/xvkzaEQXHnnsgTvvCrW3pFWqszaFIiRjTwwXlLZAeUlVZ0A8ms0t3HOfcl0oIAy7RvJZa+sk+7M8j3fewshIf+/A3KaRgtPVBdHdtrEMz/c0+41GkvLByRKJ7/HuAIBItd4qsyJSDizHbqpZj5aCvK6bvk99Ftsvunfcue3oEUxO2KnxifNnMbqVcllNMFd9dbR666hWr4chKJvUvv1I++Nj1fWeDGJW7sQU5kuoNm5rmL4z5/HH34GJEdYRxwhDNJuIIliDahVhGC2WokbNMVEqjmAxkunB6E4Ue5D2sW3U7NpR3rHdKQ5C6ZJF3XFji1wcOiaGVtpxVXtSjtwhPhoCdFjMG4N6aBsqy6ler7hpMNeH+VlEEfYeTM/NgIEoGp0cx8JsYW4eF8ZQXoSNUCstvfXG6VdenPO9xv47+3NZn9kCqnVRk51z0yVlLroDiUTSMRGDYlg36ac98S7SafT2IZ1J8tG4NW5MSaqxJWXbSYQK7AEBs2KADZohKkuYnMJSGUfehGmivIhsauDBBwaK/di1x/iZy6waFnmLLIDYwljYOMqkfEc1urZKiPfBrTzqFfOubdLaSWYILSzQyZM4/CoWZkYH++3IyPFDD2HfwXq2J+sH3WNtcdfUCyESq+9JrTR2AjrFKyx8BZ9QBfcUeyxsJqPZxdAQtKPr9XoUxeVyZeULoGv468be9mzXr1DdbR6blChVigiK8BFCCWBthBMdlOwRa1EowBquLsW1KoKCbudVYGkJYyfxnT+b8lIXN2+b+eKXi5k8lIoYYZL1m+QtaQdKxQQPNq+BRiWYn8XYhcP3f3pk/8FBAqLulWgYgGOswwYWuHQRZ8+ifyDo6Y16e1ZvX+sbgu9h27bBcycwOTfrAJaVsa2iSsx4j12ynF/VSvBiVspxVdYy+vrx8KNo1BE18M3fQSMMjx07e/HirlSaN20qXvFKtvUyTFrBWlsul1vhF9vVT17LOiM5gIarCHGEeg21SuhAXTiF+SlUq3ZmplyrLs3NzwDEzMxN5jA2TWMiY+N0yusp5rZvHyr04tB921JBvGdnsGOLLmSKvgtHgbmHbU6pasRQCsbGjuts3jwiLdUPr7vjxBIpRbAGpPwmGoCnlOOrbOBqzqKvD5YRx60Te2ICS0uIQrzzNi5fgp+dnLiUP3cqboblXI5fefnI6Nbi/fdtRuu6TMyWSNqOH7sVvf+6VR6jiXIJvo+33lno64uGG9i7b9AiSrpQktM36dAhuMt7jRCHcHzAolrF4jzeeQfHT2JyovTGG687ri70eI99dvcTXxzq6UWhqIEthqsWTnL3iyNYC2O5pyfl+Z1+J5NU7ZQiYOLasXVIt1pVtRBzM3jzNfzFd0tzs5M7dps7D4aPfU4XC9mVXYfcaZPIKKl4f8kARaf6F1F7rTu2ihSDF8usDUUxiJTjuswcRRGAlRfcGzb02tX5zIBmbo3ttmIeA2O5urQUpHwiRQStb8DVdC2EE53mNREYQCqFYgFhPVtfys3NoreAZgxinD6Op3+IH35/3vPcn//qfQ8/vs/xQckUi/ZpD0TKcX0fhJQ15Gg/rOLZv8T3vvPaF758x94DnMo0Y8Da9Mr9puOY2eDUaZw/g6NHxv6Hv3v3vv1z7/Px1kNsHsbCBE6dbyxUZgPPBHqASL13LNGFuJXcpSIgBgwRK4qBjONpx8XmLbh0LhU3c0uLPlvdlaW38kU6nxpbrZRt1bFYZy2wzmQgAjQhl8OePTh0aOjs2enyUrm3N+37OpfL5Ps3Hdy3xXWRzsDz0d+PfAGbNyPfg+HN0A5cH9rD3Hzd0XEuoLQfB9TU8IGAoMAacK01pukA8NzA0an2ByrpE9eIr/jRJs3NJANFwQIxwVpooAGUiYznagduCDO4OdqmCpWmv/eAjmM0w01xFb/xtzB+MX/+HE4dn12cT9WWkC8kh3Ry5esUFBU3Fbeuvl3hfTJDrFFDs4FvfWtmvrR44uSrf/1vfGV0e3pkRJNK9r9GsgAoAQxjYGNYi0oZkxNYquDsGczP452jpy9fqpQXjTHo7c/5Qf0f/MMnRrchl0ffEAwiz40pucqRTnqFAIRhclNkz4NWCp2emquO0wpxNcwNgEEO4MaMhRKOHcU//SdhueSXFua++KXNjz/hfeErfibVINQJGYIHgNAAFOB2TZwQ4uqYW8nYSYZ7knWflIVyyGHEFlzIU3MJc7MAG0WsFCmldCtN1C5fc6/5d77HkzuTGzuVzRRbTdSKJOIIExMzrqsdV+dymSQP6obEElgb4USCOuHEYD/CnQhr3unj1Tc2TReLg1MTKM3ix09h/AIa4czP/MLt23fxjm3ptA9mIgRoz6kmWKXhe8gFPnF1YWH28Kv5C2cRNiuHHkpt3gKFlGUDauX7Aq2FriMTG8b5c4hjZDKVkWEMD/W9Tx5MysfICE4dwf/f3p3GyHVl9wH/n3vfWltX9cJmN8nmLlLcRIqSqHU00szYsmU7dmKPF8QJggQIkC8JkAAJYMOAEyRBguRLPgRJgAT5ksWGE8x4xpkZz3j2kUYajfaN4iZSXJprk921vvfuPfnw3quq3iiyRKm7yfPDTKvZVV1V/dZ77j33XK3UiePvb9owWlo33m1uUbfXLvv93rArQMiWek4bSRpgggZcBSgLMLQFx4AJFHxHdwenFnyWbAlZRwE28RwnihDFSajW6pIoaf7gunU49CCqNefy5Yq1HqjhujYIEsdte57nOk6hqFwXpRL8AEND8AM4LrSG5wDAppEwHZxWcDTirPYvKSIwnE7LtuuIk8jzKq7jJgw3GwqXcGIA6WUTWsEyCAHBV2wp7TyGx6gSLAEMrRmAiqE9DQK0A2VBGtoBEbQqEwrttomi/KXzpYNY2o6fhXSaBLJyF9DWQDk4dxbvvIGL53Hy+FxlZObxpyY3bm7WRgtQzrnzs0k7SCIbR2xip9lAp4Mb19Fq4MoltNuo19Fpo9lCu8NsNm3adNXfdXVsXTgyGhbL7t6D0A48D1rDUy7D5V76sE0/UKcNY0DEvt9d+JCzjgchlpUlSTIBsAwDOIBrGMeP4q038fqruHo58fxrBw+3n3u+cP9+ZWzDQZEQUHpwkUGW79AbmqAl3kOITNqes2mjjLOxWgYSEOAy4AIxQwNEylrjecr10sYgpe3FfBWmvAj+Epa9FfY9kN83gbTwT3r/NAZXLhkiDeqEYeC6ihS5jpOtwnCHjuaVDicI3b8/3agaKBZRG4GJk9Mn/JHa6L7dOH0aZ8/g29/4QKnQCT74hV/ZtX49VWtZRIje1kzbjnA1SkGdO/6Vc8PvuLh4HleuHHvy6We1k02VSWMPRjY4ZVVsdBjF+OA9nP7wbCd6+cjD+0ZGup2i3TmFvffqxNi4AdUamnM8c2libGgI69J4BrZvbbX+v3P+n53mRal8TypCBHhsELVw/iNcvQxHJ9Xh2HGZqATohcMOTFmSgYYCO9o3BlFi1m5XbhKz41Lg4NBBvn8XaRUoHZCqou9wJwXOE9X6VrizQAwYwDEAwVMAurFEFqYrgpt00G4htolyOoHfXqtbasWoBaEX5aucpLOCCKSg2SIty5NeYAmGYYyxln1faaURo8FQcRJGMVotJDE8t1IqhUEYeb4ksayg7kSIQtqMOvshXn8Z3/lL9gqVLz2/7ZmnsXM7mi00ZnHtanDuDJIYzQbiCB9+iFYdVy5HrTn9/rtnmK0xTUYT1B6qDh18cPe2+8pbd7rbttdGxpyhGlyvY21HKwfQBrrdij0vUDq9H2T1d9otJDEYiefBddOyKUYST8RNZUnADGJYYA6IFMYsI2rj5FH8/EV8/wdozF3au0/v2tt45PGkVGl4jgKSvuZQL9e825MnNwtxc0Qg5rTmTjtJZq7fcDy/NlROr1kGeOddzNWhtRsn2vVcx0nXLHPAtzg6cbNH+xrC3YuklxUTBTptTF+8Clg/sNt3TBKx61K6TPAdtNLhRCZd2ogVCIyJCWxYj3/yT7/4xs+TP/+/b/+fP02UjuLk4mNPbP38Mxue/sKvTm3tZXCnKWsEC4q602C0g+d+sfTaSzPf+MqJF2utx54a/oM/+h3PAYEN5oACkcrKXipYbgFMXnV2Dl/76rnayLnf/PLmoSH42fUjbaqC4XSnZBHgONh/ENPn0e78yn/4ty//zu8d2jAx6odot+G4RoGJnHyA4iZ7rBdOMaCBy9M49yH+9/98o1Qc3rWPjzzpV4bSY65/NhgDqhtdaI2x0cr68Q0XptuVarKgwbf6pRGC0nB11juqFRULy//C/HlxDAAK8NN/9sVxPsHtvxEQYGPM1RGzgb5RLF7P19ldS5tr5SzcUASyDAZUnjaaz0jLRgoJGrAGMYOshVJOOre3A604OP4uXnkBR4+eiRrFMGg/9/yWw0euB4UOkd9/75bQ4jORrkmd7uEOEJH2ojr++A/fuXalkiSF8WD0xz/AN/7iUqNxNTFxu5NEiRsl2thEu0xkHIfLxeLk+HCt0vnN3x+rVNxNG/2pLRgeRamEQhGOH8CWs4OEAPhaZecsAWHo2O4C3Gl3MqNZR7sFk3SCEEHgZg9KOCGW1YslCGShGb6DYiehN3+OV17Ef/mPV6/XPxqbnP17f//w4YeKTz87pTQov3cAWScj4AIl5CvG6t5rzydXJoEsSZsBy1YpWGsJ8Fxn3dhI2siM8vXwihW0IrRjdGJyfb112ySyLjmVr9KLvuNs0eE1/wjM52mkx3za2U1p6Yyo0wr9Mlk06njjjXNzczfCgrNj52SxqMrlgtLZi9/xvPhVEk4A3XAivakpPPI4KmVnZOTAjRmQxviGzoFD0dS2K+XhBlBI8xrTSnDZrsy+KgBK43NPohbWtkw8NDI+e/jx5v4HSnEMz40JiSJOGEzZKlyWDUNPX4nqDbTq1V27ZjZsOOv2MoZMdx1NQHMWskTWRH5Q2nsAgTt5/vRjp0/Yr3316OGHt5RKujrsAOh0Or7nSn9bkQAAIABJREFUz8vU6LXz+2fepD3oitg7dx6nPsCbP4Onart2VTbfVyhWpgOvAAR5x3D31/PXIjgKpQKGysOzs412fEtrdK82/Ye1SrdJ7+xa8pCn+V/7/4m+QH9h5JFEaLZhiJVu+X6d8h6pNRaBrYwltlBWe6BXH6/b2iPFlCaYEWILozxiJIDHQBwFH53CGy/jjZ+j3bSFQovp2NTWPeXqnHKaaY7BZ/h3iWwvAsjrfiTWeF6ABw7sPX0aFy9f9YvQLnx/XaWyTmt4AciFX4AXoDKEoADXQyHAWA2lAjZvAlFSLCII42I58QKrXQUwFKf3zjwXAP07Oq/jlV1iidFuIo5gkXgetJM+N18SW85YsYS0/ZCmoluGNQjnmvj+t3Hyfbz2U3AysmuXu3HHywcOXZ+YrN+YVcO1gFAiJqIslMhz6Zze8bVcACsHoeix6XGn00IisOlctBg6LRqrCe0IjSZaLThu4Pu6UOwePSpfTOymh1T/I9z/xTISBgNBx5KvdLNTPnrCslFzc83ArxYKQXmIK0Na68iio3rx8x0+gldJONFt/7HKW/n7D2BiAnsewKlTBtTc/0B5coMfBuWl/noCHLACsUUENIkKjz2ByQlcPIzRscroeKVUBilYKEYIQCsgHRNiWBNGndL1a+HRo2i1zxZL3qGDT+p5b6PzZKdu3q72nFAD27Zj3Qi+8Y0L05cv1V+aCcJk/4HNteESAN/3l6ixxFm3bU4RlLGJIg8JWjM4+T7+39enFU1v3hI+9eT+wAvT9bDzP3PeFss6YQiOg6Ehv9NpxEm8dq9w1Puv/mS1+ZbdAp026nUwuFCsFAvV7vF/u9OgRD8CqV6cnOcEZj9RCq4DB1AGOmZECZI6Tr2Po+/gpz+ZtVaTc2lyQ+Pww+MT4wUHwQr9Efe83h7001Y7AwcfQaF2nY6/r10Hipwy37dzp++HQ5UwCOLxcXdoCBs3ojIE34fWcDTytTYdy2B2GS4AY6GICaA8QXgxnYUTvQc7HcSx0Qq+D8BwuhS3nKZiOXm7nxlQKk7UpYtIOnjvLbz0Ak4eO7tuwt26s/XFX3rooYeqoyPpjThKI1nKaj/kFXAWvaYQN5F3XnYvYNn07PTClpajm7mCxizaLYRBVKv5Y2M1Y9O2aLqocn9K3aLQIcvZTtuUTlrdDgBBMRQjZhiAFCGOEbqYPq8uXTpRb5x//In91Zozuq7oaAcI++ci3vGR/xUPJ7gvJutuoCiJjeuFExuwfgPuP0C+U7boKHAnueE7tXQ16HmvQejObGa0FebCwJ/ait17vE5kSbU8p2gQMxTYJ0oYcTo/hgjWaLaTH51WtoOxcTW1uTQxMaLz3crcfwe03b5whom541JQHFL/+t8djNqIIwyPZkMrN78GUTagb0EAXGuVUqAE//5f8vmPonaz9bu//8ihI80HHiwoallriBZnkxOzMcwOHBC0RqFgO9FsFKu+JVFEVxrGwRpE6QrbSvmu331Eupk+IZr3fb7KGcAwhLRoj6+AjoFp43/8N/z3/9q8eqXg+ZXKUONLvzz19LMb1k2iVCrL3XvlpRO6KCLt/fbfhKWqxRORQWJh8wkxoQ83rWKQDd5GQCe/PHoWAaC7Nczz7PNbvXdl7TlG1IG1rLRxfYASQIOdrPtYTlfRxfnIFal0Ma505sSVy/irb+Kt1/DtbyWtZrM6fP3Lv7/voSPYsgOj5bTZEVM+Ot1PYgkxkHmHSzrmy0gAx9WwCa5eQtxBkjQd53p5yCsUHZuHE3kssdx1rdvhmTbwDHPCWecMA4oRMgCLF3+M40ebJ4+d3//A+J692/bt2650N4WVgG4Jp0+lybOy4QTPDyfSTZMQseNSmkNBgO8YIFYAoH1n3eKt0E2VYYCg0lRIA/ID1zAczxASizrBRzbhPZ9CT1Aa2sGlS4mJnVa9XRu7PjpeGB93spcDiLJNRGBO6whnu1YrMhZNqIIXKj/IV2slO+8zzfug2Z9MUO2ozmw8t6oUTOS//U779AfBiRMnq7XKePna3ge27tkf+IXYGFLLJLgRgTlK92BtGKNjjuMmWkvn7scwCQAoovH14yv9We5Oae4TZT3JGvAAJzJotfHqq523XvXfeRPtlgbF5F799d+a2L2v/chjwbpqmsgi7cSVM690hEVfmV5Pw9W9x6j7ZE4HEl2oYu9KnuW59Z58W+1/znJOkMQwNrly9Xy5jOpQOkDvSBNP5PKuoEzaQ+cy0Gyg2cB3v4nXXsGJY3C9+sOPVnfct+PgQ5jahnIZMWINANqkEyT6cu4++z9D3C0WjGwxQSlwFMeh67YSvPcurl0Dc7Nc7VRr/u7dW61Nn88ED9DLNPLzy2fflY8IaY0TgmI4jTm89y7OnrHXrrS0bu87GExtbe/cXY4tvLRjj/xFr3nnrfjoxHI4HYUEtYEWAMABimAXuPmmcAAFGMDk+ffxojkuvd0S+CiXcLpZvjSHmWtHn/y8Ux2uZ4/NfxfOxk9iBQP4zARygAi4AdKgSt4D3smSr+avPpi9CDMDluB7vkqn4ACI8eHR4OcvI4rbbjCz+0Dz4SfgFy4zO44aXnJAKl3KTWsDxCC3WEJtxIX2XGfV7tCVlZ2maW6YIu04juukgV/3i7gzCMRIDNqWEwvj0VAnRv06mg188Jb/0x/gxR+j0VZheYbV608+89y69VFY7EQo6HTAcKU//z1qfiudiBh1RelcLFJQ3FeIgqBA6VhB3tfVHUMnqKyaSHbWLT+18GMYA7ByXR2E8II801RWFRNLsEATcNm6SoETXD6Hr/4Jbszi/Q9ObdzS3rabDj4c339AFz02MICyvSxiYN7Byb0GA3V/svgr9f3qgqhZrmEC+WFgQIbgmgSXL6HZACkulVk7kXagdHYgMVPvWKP+HvYepgUvnc1AszGuTuPDY/jhj14rFs3efbWHj2yb2qyJ2ooUyOt7Gbv4Ze+glW19LsgP6/ZnefmWs+AApHsz8GBuOiSU6o4cpb0XYf70dHJMOqlapemSpQI2TOCVF+Ooral97tlnnt60qZmNjCwTJwIJ4AFEcIGhRU/x+j7DfJwmusEYkApAaM6h08Qf/bOLZz90Zq6feuKpsc89O/WF58peAMshkbdcchsREWlOK4IxwgI2bqqSRrW2JqdifwY4X6cLDMVcLARhsTu1hW89E0PcAiK4Gi4IxsISjh/Dz17ACz/k73/3wyiqtdtm/Yb4yWdqT37+uS9+CUQVmyCJQTor/itWUrb9HUK3HgUtvThnf58u9f7dNy7BfTU3bz6avwRrwUxBEJRKCEMQDLoTuGX1CQEAYEpXsSVCCPbZ4KWf4LvfufqD76oPTw6Vqu2de5p/8Md7t+7E5ARKGnMJXAeWs3T13ut0xyho4dGeD4J0D+ZuLnuqe2DLFDwxD4MZ7Dl+xwLApUvN6emC66rJyTFjr3kelCIAURR5nv9xM7GtRZw1j/PW7bvvJh+843z3W5cuXDy+e2/xsSeGfuNv7AhDOFmY3J+rYtIVkwFn4WSBO2fFO7O7OU4235YLbjkEdvIeKQYsiOd3/C+5B9IVLEz/UwiKYIiYoSivARd4qFbA5nSxUCnV6pOTnfXjTl8pJ5r/ouD8rdPhfpp3GeqPKZc6KChv1Fqwxewsps/itZ/h4vnR0RFdrk4/+WywY88NL+BOPOe7Q+leTxIsN+RAUOmihmEBo2NQTqFQSORytkjvvsEEtlBgx1FBwe0+JJvsFnTT/LBcJxwDgGFEADGCVhMzM2g38ZPv4Uffw/H3qT6z1Qkvb9x69slnagcfurZlJ3l6PQFGy0rHK2iJSyjRvFoIi08QTr8slSXStydNXgS9/8J+O2cbRa7XDrOy0bbvU8kYhcjaDTYLZ31YvPUGvvMtvP3myLWrpjqi9hz0t+4Ktu3GuokZgt/kgu/ApuuJLc4ipnTxorQnMU05V3mbg/JjOHtjheynwPyBCiEyaTelduB0OrAJbsxwu43YXI7t7JFHD3o+FEWA4oVFexY0INOGZdOiw6gyAIMP3sOJ43j7zYvtxlCpPPLs3uGNW+Y2bmkXi4ZhLdwFi5QxGyLT17nzqVjxcKJr/p2mGwZknVzppPluHxgtPoMX3Q+RhXB5Nkv+X0X5hSTu2G1bVdxCdfjV+++/rzLsTk0VSj4MDJjzOc19N0wCoBlhevlaFDf0PnRu3p5jULoUt1JIYrQaePUVvPQCTn30g/0PlPY/aJ7/9b3pM303vX8qYNlYAlCAQ6QAhAWMT4CUpyXZqafXSGLOpqdbBjMclWgHjn/T3xa5vC/OMCxnCXuqr9Ano2+s1loVOGGEpFkHR5i5iO9/D1/7Co5/cIOtFw7N+eXvH36y8dyvPb1nz8Tm9UhXwXYknFhxi9rnC2LHpfbPEnlM85+mF9UqueUGF8MaMOravVEqp2mKqr//VxYkucd1+yAtIyCcmcbx93HqKP7i6425WTvX/tkv/urI/kPDz/3y9skJuKgBcAkJADRAzBwQBQTSvYPSyU+DbFyuW34+bZ014qzPUCtYC47znkoFy0jbccztylDwKU11FWtKegy4BeD0JZw7henzcRRH1ZHG3gdQG6srXSQYZnbdvNnWf6ml7quQBVm4sXGijh4q4O138NKLeO9t/uGPXtm2M9q0rf7lv/V3SoWa46WLsGXrGaj+piu5WFSb+45bJa1PWvSV829VNrGz+8Pbe9kFA0hZCJD2KxRDVfIx+jj+9E+/7LiAOljywTB5ZSbOU836fzdLWJq/Tz52lDP9DWNYw+LkBzh/Dv/5P525MUOXr1z4B//w2f2HkoMPOowmQQHBre2X3qxEpeFl3XZS06lfN4Wb2YLymU6+y45maCQwzm0mYNyb0nsoQzHYUP8MSAal85QiwCoEvvJbBlevOTMX8W/+Oc59hAvncOUKSuWhcu3Ko0/5Dzy87akvNO/fGcbmRgelNCzJswxkT6wIWvDf7jWT+668HzMUv8TLpd/SwA2rOAGpyPVapLpjv0Jk8nQFtoqu1PH1r+GFH+KFH52LOs7GjcGeHfYP/9WOStUE2jIQQxGQmHRhI4eYkthhQzYv98+AZQIcNmCLqINGE3MNdDo4ehRQqDfRaLQ/OHosiW2jPsdxoxjYcslZv75SqkSHDm+uVJwNG0crQ59WJolYm+hSC+fP4rVXcOUSlIrPnn/l1/767/rhZaKQQUR5n8sSsUQ2kcIyrPEvXcArL+OVn+Fb3zzhu0XPnfvjf/HXpnZgasdFjXOOGia4NtHaIbXEBZc+WfH9W7JKwgnkTf+lRg1p8Q9v/fa0YNio970CkgSeC5OgUAAAP0CSsNLpzuifTIi+Bs+Sb7/ggy2VfAWADLFmi9nreP0VKDsyMXn18JFg7wFs3uIoAqFwO7dM6f+4ue6cOUa+5+IExqBc0mGolAZ/fBwoMgRiJuQrgPZ1Daddek2gA5Rm63jrdRx9HyeO4YPjF27M1GZmeWyD3r7TTm1rPfslZ8eu++7fWfEB0tk535c+KHtilVg42tA3OzV7mADqrUF/s/022D4loF4HwQmCslbI86bmd+OJe1je+uLZOnmE11/B9AW2dHVqu961xz3yxI5OpJoNalOn3W77ftFETqtu4w7Nzamkg3Yjitp65hqz1QwYi8TCAkkCa1Cvo9VEvY64g6iDTgRS1vXiMBj3K3br5snAu7Fh0g19VCpBUIjXjYeFgioUyfWkR0/MozXm5jB9AUo5zJ1DD+6pDAVjY+sJYfqE7s2Ue7N2bPdy12ni9Bl745r6q2/jzFlcudY6/PBUsXx9776xbXtQGWKXxsO0FqmFcrBULPEZWT3hBJZthX/i11zuVTwXSQzHgdasFDFDa0rihJzubRK332q/2RgFwRLUlUt4+81jUcceeDD4heendt5nSkW95Fz+7NeYu1/nvVPvKOxNCyOipZ5JC765N2SdqkQKBGYww1oEQeQHCZHHSPN2JKi4Jemxk24s1VceAayBGhgwOP8h3n4Vr7+Kt99rnzh5YajKfrFTqN7Yuid49En9+DOVQqh9wPYNrsl2Xx2WyFzqPsA3efjT2YEMRBEAch0nPX1ldEIsxiDfx6WzePUVXLiAetP74i/sfvoZHHwIBQ/KYPY6ZmbCJEISoX5dRR28/loh6aB+I447OHPmCpHH5EZMrdjEFomFsUkctdkYBdakFTFsvTpka6PtnbvK6yeK+/evn1w/tn4croN0yXbtgKh/OoZc1UQ+M5Nx8TxOnwKzMvZaq3N6ZPThMFTWQNGCLmpmttYmgLVWw5LrY+4Kjr+tzp7Bn/2vtwwZcmf+9t994sFHxh44BKU7vqN9chiI2sYPdG8QdyUOwFUVTtxJHzOQ0U2WdC1gmdNK6QRopeclhff9QtpM77bLb/8jsUMgKDz3PJ775Z298EEB2Zz9pXdHthrU8m+5cN7kvRUzfKzsGk8Ea5Ek2LS5EhbS1U+7GyoB1GcwGriWxYyIQYDnwrGAzmcXddo4exp/+Q289Xrz9Knk/PmrUdKKzNVnvrRty/ahL3ypuG0nNmwC8hmOcV6YokuO11Vg1e0EY6A1bd6y2TLUsqtpi3tWOkpKF87Hcdu9cWMmScJOo/LGz/DSj+tKz4GaJkGniThW1mhYwBprAZCr4LmsdawdExb8QinQQeJ6zVLBHR4bCot23Xhl61RpchzlMjZswFAJQyX44Ur/xWK1679GpTdJHD+KC+dw5jRAjd17yg89scMPLJCAwkW/QaQ1G+14uHYZJ4/hpz9ufu0rb7UaAbkzv/Fbu/fsHzt0WG/bjqyAN/tpvUpm+IEGsimIy6xV9qm7a8OJ1DL3n4UTKoiA9IaVdu9TN3K4kwlFxBpgqA7QAWLAgAOwnxfw8sGO3DE/VemEOc+LgoDTSTn5PIAEcCScuAlGDEQMba2XGHgOZq6h1cLbb+DcGVz4CCePodUoKIv7d1dKVV63sblrv1NbN7dxJ0pjbEkDIfLJuaqvlJtYE+7w1fAW3o4IvleIknDw6RfirpYeFMWi65axbUfxykVvpDo5fQ6uWwJKjgOygIE20IBW0A5IoVZDGGK4hrCA9ZNwfZQqcEN4BeuFdqjmeGFSG9bVMsoFJOby8Ehc8LXvh0CEXrHOACis8N8vVpcFw6c2TRyZuYaLF3DunEnMbG2dHluvw1CVUZpXhZNhGdaiPYfLFzF7HW++jhPHOh99mITe9gN7Ryc21x/9XLJx8/UNmwLAOIiAGvJ+5G4H8koFEqm7OZxY/gbU39HVl+qSVmmgJZ92R6QTvF2QBkdABGYgBpAveyfuoCXmzFgLa1Eph4XA0/nUXwZoXgkasQSVjUgEipQFLpyFTXDxAl76cePnL5+v19vtzpznxxs2Vnbu2rhrz9jkVPHwEVjHh164ZbsNU2kirhXLzQn7dFkUC0VGcUXeXKx6lA7tl0so+HjoiD113L70whnoZmTmrG1zZBxd8nRZB9p1OfCSUtG4/uzGTaVqNdw8NVGt6f0Hiq6PUglBAYWi8gPlBVDkULrsiQHzGMMSOOlw1p0MEClGVjhC9bUZZAhN9Mmii3NnMVdHsawTSkbWFY489nAItNDWIEApuGAwwxh4LhpNnD6Jd97Ed79z/OLF09ptPPTI9seeLN13f7Brj+NnK0mkfXGrrvfzrgonBjmR++cYzvv9T+Gq0OvfY5ABJ/l6Gk7WaStXojspvbT3LzwEm8DE8INZ3w0JPmXXf7rdBbbuNel9M4ks0ulijD/7k+NnP5o7d+YGYfjAA3u3bdeHDmN4FLURaBflEuba8P3YomNgCC7gM/RNNrR0QK9Cn/GIxIK3BiPwOTZRevitwtunWEFpc14BxQAK+Ef/OLg8jebclhszaHdQKqHRhKMRePA8hAUUQlQqCItwPRBgDKwFyLouAj/NvmwAUXZHtqRJQzPYATlZUnJ/329axyOfDy5Eb+nk/p9YHHsP58+i0ZjV7tkNmyc2bZmYRcvFDcAaBBrDAFp1nDqBN1+Pv/n10x+dCmDUju1TDx/Z8fjn8OgTsISgYIBrgAJ8wF2dTffV+Jk+U7T4nplOVFCLLhK3fVddYg4Ddd+yAArmv6y0pu6oXq3LdJ66ZoaN0W7NTk6iVDSwUKpbBUHL9l9Ot+st8HzDlCRgg0eOrNu9e3R6eqZc8UdGZsfW1cbGAEJQgOshNgh9gF1Nrpttf+q+2pIbWrb+arMyIxJ9bALPb2+dCIkAXnZqmbhnUT7jkIFKCWoc9QLGxmAMLMMPe0dvuQyloDWUhlZQlK8M3CuqSUAJQHbfV+nNI11we6mTgBY0GcQ9buGdjUEMRRbTZ5C0YJNGpdoZrnYCP5m5fm19teQgvNbidgNXp/HaT3HlAo69r65fs9t2xmNjzqEHve07sHU7OjFcD+2WDsJq37j+aux/u8cv0PnABHV30hIZMp8CYuhuZxv1Pom4o3pnnGG4YJgYcdTctNkpF6FsusT9ajwtVyUClCaQA2g88mjFGgBVzweoA7TSCREMA5BSpMgFHAKB8y494sVLQwqxNIY1CAqJ69V7dTHkZBXzdTuEScXVobg6lICZOQ0DmHqLRxGDFFzO6kGkx1F3uHTB/zJLBRKLK5x90m5HcVdYuN85rfViMXsNzTm4jhsGjuvyUMWxtGG2DVeh3cL0NN5/C1/9c27M0PUr1yq1mV37h+7f437+86gNL3jJ1Z6PfY+HEyvWAbd0d4e486j/204HrVZ9dHRTqegTgbuLOYuP173RWpByXcCBsWnesN+dgJRWltBLR+Uk+SriVhFIIQjCICgwy8VRLCvrE2I3Xc2a5k2AnNf8t9Z2yyQOekQt/j05NsUSunlwzQ7XmwQqxNFku3HfxXM4cxZvvj5bv1H5yY8+/Oj0jOu6hPaWqdqvf3Hql37lyI77UCrCUZh33cu+W9UdKvd4OLF6rN5DZI3Luq7SWRTGIkmanpcAUOSzBWnZ8rco21CKmDmy1ihFWrt5Dx8AsO1LaRLiEyKrHaMdy6v6HipWULY0NmFBx5DqjoLOy2QnuT6JzxQDnk8Aok7B1fu+9y1cOo+og0vTlcYcLp3ZUnDWK+/Uo09t2LU72LqluWPvUCmwsaknsQrcEts8Nl4L10AJJ8Rdj9P/px3nltvliiqVXWQJ2akkvwOJj8GsAE+pbAlPtiAFdL+RpBTxSeVtPtUOQkxMjKzspxGr1bz1FbtruebzHu2SyUvZGlNCfDYIw8MYn0CrjenzfPFC4/j77KhIK/fqtctD1ebGqc7Q2Pkv/+7zlYpZN+oBMKwUVxzdewUAa6IaooQT4u7WOxfZQhG0NsUye75BduNJ2VV+oq4eaQiBbqZgd2bEglisNxVeNqy4fQTHMUGgfX/eDzNyWIn5bjFIkFhCfFY0AUrjt38Pb7yBr34FJ4+3CSXbAXns6MvPPL3uF3+pvP8gNu9EWIVWSnVb5IS0eiwAwAJtwEFePmDVknBC3N0UYJAOTVg4Gp7nlMuh6wLzWsAyP/h23EoviWxO8QkQ4GgqlcJyyeg7UGZP3H0WTH1cPEkacqCIleOkada796E8DOXh+LGw00TgozpEpZIztaXx6KPlahXVCkCAIVhYAqmmooCg8iOa1kr7RMIJcdcjTgN9htbQOvF9Bsz8g3+1DyOuKpQNO2T/AtDrLl5YhEe2qrhd2XI8Wke+F/pplxxxX2qiECmJHMSqpQGQxug4SlWERey+37SauhhiZBilcrB1m+86dd8tAYgSqHRJRAcWhjgh7o5FrJmynxJOiLtXt6I4KQIswXUxMlKkJRomciu6XbT0P5fsIhTilnUPnCA0nm+q1eKyzxBCiNWKmUEUePA97N+H/Xs1AGIogKiQ9rhZhqKsXEyaLkEo9E/j5LwSxepP05NwQtx9FidWEwBF8Hy4bjo0sYBMwr5DVv0lT6x62TBXEFjfs4QoMcrRWqoMCyHWjnSJREOwgAEMKAHSUsWK4ILcvOGhXAWQBaXrMmnMK3acTqlYA3dWCSfEXU8hXcSI4HsoFPx8BvYaOD+FuDcRUAj9Quh7nsnif1pDw/5CiHta2rxQ2YLF7uKH5lHo1pZcKnVCr4lrn4QT4u6z4HxUAMAgBceB61rMq+kk7izJdhKfUHbk1Ia9YpE8h7T2Fj0opZ2EEKvdnbtIrYHLnTSqxF1q/tmXro3g+tCOUUpLwcBPzcJa70LcpizZyfU7jmssm14d50WLxAohhFgNZHRC3BOIGKBCESMjZa0llhBidSNUhlQQptMTFfJlKOXMFUKIVUjCCXGPIABBgOHhqrRIhFjFsvOzUin6vlZytgohxKonyU7iXkIIC1IfRog1IAxZqXSak4QUQgixqsnohLhXMINUCxSt9AcRQtxEXig2JJABVFp5XQYVhRBi1ZJwQtw7jB8wKTnmhVgDSCVKuQCIiNdAmUQhhLh3SdNK3CuItOeFaQNFCLHKae1qrWVQQgghVj8JJ8Q9gZmZ2VprrV3pzyKE+HhaSSwhhBBrA7GMIou7WnqES+a1EGsLs5SFFUKItUHCCSGEEEIIIcSApFCsEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOEDWedMAAAAwklEQVSEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEGJOGEEEIIIYQQYkASTgghhBBCCCEG9P8Buv9qWh59dJwAAAAASUVORK5CYII=)
acwing830 - 单调栈
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
| const int N= 1e5; int n; int stk[N + 10], tt; int main() { cin >> n; for (int i = 0; i < n; i ++) { int tmp; cin >> tmp; while (tt && stk[tt] >= tmp) tt --; if (!tt) cout << "-1" << ' '; else cout << stk[tt] << ' '; stk[++ tt] = tmp; } }
|
队列
特点
元素前进先出,在队尾插入元素,在队头弹出元素
定义
1 2 3
| int q[N]; int hh; int tt = -1;
|
插入
弹出
队列判空
循环队列
单调队列 / 滑动窗口
能够将 O(n^2^) 的时间复杂度优化成 O(n)
例题
acwing154 - 滑动窗口
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)
![动图演示](https://img-blog.csdnimg.cn/20201211221031165.gif)
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| const int N = 1e6; int nums[N], q[N];
int hh = 0, tt = -1; for (int i = 0; i < n; i ++) { while (hh <= tt && i - k + 1 > q[hh]) hh ++; while (hh <= tt && nums[q[tt]] >= nums[i]) tt --; q[++ tt] = i; if (i >= k - 1) cout << nums[q[hh]] << ' '; }
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