LMC Project management is the process and activity of planning, organizing, motivating, and controlling resources, procedures and protocols to achieve specific goals in scientific daily problems. A project is a temporary endeavor designed to produce a unique product, service or result with a defined beginning and end (usually time-constrained, and often constrained by funding or deliverables) undertaken to meet unique goals and objectives, typically to bring about beneficial change or added value. The temporary nature of projects stands in contrast with business as usual or operations, which are repetitive, permanent, or semi-permanent functional activities to produce products or services. In practice, the management of these two systems is often quite different, and as such requires the development of distinct technical skills and management strategies.
Processes
![](data:image/png;base64,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)
The project development stages
Traditionally, project management includes a number of elements: four to five process groups, and a control system. Regardless of the methodology or terminology used, the same basic project management processes will be used. Major process groups generally include:
- Initiation
- Planning
- Production or execution
- Monitoring and controlling
- Closing
In project environments with a significant exploratory element (e.g., research and development), these stages may be supplemented with decision points (go/no go decisions) at which the project's continuation is debated and decided.
Initiating:
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAARgAAABRCAYAAAAJrrmcAAAgAElEQVR4AeydB4BeRdW/z/a+m14hJPTem4CIICBFFD8LIoqiYkME/f723ruCKDZQKTYEFWlSBEGkKr2FUNPrbrb3/T/P3PfuvtlUQPxUMsm7t8/MnTnnN6fN3JKhwaGhMJWkv4U/gzEUg2k/++tuaToeKmw98JGy6OfvgIf/B8na9fFzW14ov6ywzY/zF8teM7s3fyvfqapwv+d8D7f+vObP59kO8SvJr+X3eZ7n86y5c2Pa2AL/MS0gaec0PQS/SMejaTnd4335W8kDJnlj/SnnwqI78wyKTg3vrinTNWQxfP/zvZPXpxgQPFcABYsXGEypIdMOfzznMwUwslFL8nOF+0eDC7dkIJN2/EPK886ONv7d2AL/eS0wSjiQdXKQWQVc5Jc1YUPOL2t+85LVJZgsk1yCyZloMGemQj6JJ9kvcyev0JrLeP7O5qgqeORAkpe2tjrlz+T35dvh88WNWNR4xfnlqJ9evPj+PLON240t8J/QAtKuP+lcCaZi9Uonvsi1lGJa9xl/DtJFfDIqh3WIH8UPFe+PyqGY8UZdet4PLdsGEFzWVI/83DB4eG+hVsXnPDV8ftS75ucLj6VNAjPuG5aKihu++MaN+xtb4D+hBQr0m+h5FP0Pm0C8x9/o6+t+v5Ih0rpuGX1xNCuVjT6xrsz+2ddGg4T5j65wcZlrur/4+sb9jS3wQmqBxA+5DVNJRCmm0ADDvCKD5zZHrwkwXnS7frB5xgBDrsOaWKmVoaySvFJe/HdPww1XqOh/Ut3/3dt2Y/3+81pgWN0vApf8LYZ5RZDJJYmC0pPzzfA9+UOrbtcLMMO3k+FQcWYWMHycFz5897/hTl7HvGU8LuUV0DvzU2uo9SrvvIbrG09tbIH/mhYYzQfwdxIecj7Pr7v15/n8t5ZGWIcNZvUncklFpjPfrDwZdZQlevVH/wVnRmq09sJykPGOfJ+tHqS88fKHzS6l0QauXDT0hvWLiIVMNm42tsC/cQsU6HiY5ouqms7JK9zjfjGf5CBTdPvo3Q0CmEHyLy3UoaurJ2pqqmJwgIiY8hLYtLjE0dk//8cl6a0txwrmoLFquQODA1FWWhYDmJv6+/ujqsLYl8IL5fplSXlojbINe/v6o6KyNLp7O+LROQ/EhIlNsXTFkqioqIgSwKi8vDJ6ewbJs5IGNw4mz2vVcjcebWyBf+sWUD0qyW0wBRou0HJp4qXBGBzqh+ZLoq+nP0pLqmL77XaO9raBqK8r49oIF63tPderIsl0AwP9MFWORRkTD8CoZYVzQkwJDKtr+1+7HQHVHFyzrfUogG1CjbLh4/x8X29vVFb6TgM0FDA5SJPyaoKIdu+u3rb48/VXxZ+uvjQmTh0TLSuXAjoYwuiAsvKq6OsbiorymhgaIMeNALM2+tp4/t+4BYZygEl2GHipiI5L4Qm9pH19PfBEVZTiwi4tqYkdt98jXvuaExJzwUJRmcepruU9c9RYy+WMgcvLQbehgWhtbYn62poohQnLyodioL+XQqszGQaUGSqoGv+6bVa/1dAjBc1lr9TXO5A1AvXr7kbq4BrCTFQihSSQLh3gHbhYBjR6gVTCsQ171923x/v/912xybSJ0da1LMoBmCH0w5KyCt69lIZH6hns4IF/BxUxe9+Nfze2wDNrAWUVh12kESWFQiopaCYD8EFVZS3XquL++x6NKy+/IfoGjoolC1ti+iabcfe6pff1AIwI1gsjwXjUobGpngwHo7N9OaN/JQxXl5AsVY/KIUllx/8XW4pO5efbQn0qAYWe7v7o6+6N+qbaVL9+pUIwQVmstNTKpjfIRMG+gfS+tbUAJ+Lho3MepEEnR0fPcqS4kugdyFQjAaayCjFxYCWPm6ENnXLcuN3YDv8R9DCY+FS6dSej3wxkhgocAUVjLqitaYgpE2fAB61xwS/OiaamsTi06+K97/0Az5nWDjLIIVnKWKxwkDYyCypDUiOQVnq7USUEm/KorYdRIaL+npUwXQP72cg/bI7JM/1XbS04lUWdk5jn1trz4kgcFWUDUdVUndqxq7ULYER6KS8btisle1JJBqJogwDNYLKzCKLV1RVRW4enqaIyhsrQRxELy7gVDTHKdUANIiNiv0nlKmpa/sbtxnb4T6EDAulUlXIHTsY1AEyBd0sZRLs626KjsxXba0X09/bEvKfnxqQJM7h1ddTw+eK0Xgmmp7srqqphyBINn1VIA61RVQVnaeysErl6+K0dwYoL++fvw9Ap5VtbJcFyYetFVCKrpxrD/5p6DogOHOrtj0HtSFXol6hGfb3YVCpKABTVIJ/D2KuSKVgAUIOlfZzvAWRRqQDXITB8YIC81FVT2rjd2A62wH8QHUDbyQ4DDeuuyZPUrSQjJ9VU1UY/Un12VB5NjeNiTNPEGD9uKq/KSJs0gPzJ1bfrARjmGldXx2c++dE4+wdnxdFHHwlD9WHwXM4I3svIrh3Dwkcqt3oRz++ZIRh+JGR/dYApL6uOlSvbaJSxAEgNtpOhmD17Tmw+a6u48KLfIZn1RFlF3Ug72bC0rLPGB7H6akFPhuDBXs4BMrR8CQBVwrUh70rXvWdj2tgC/2ktIN2qfYzwb07JbpVierqxTWLcra5sip6u7uRBKhmqje7O8nStqsYb+a0lYVUoThZUkEaSiAej9ffESw8+MGbMmBAnvePE6O9qZSTHTqEHyRoMdLPNKpg/nbY8P1g4X1xC2s/PW8ZzTCUAnvXAMlKUkzUQbExlSCnYjnCrtyxvjjGTNom777gz/vjHa6OztRXDdV9MmQ7AFKrSD14NYGepRJKpRGIbIn8URDGG96G18M2VoE5pCE79wjnRftBjEnJQ2mYjAlNEkzhkK+fvmtUt6b+FO92UFtrrmW8tO2WU/uSBgblHINOps67yhvy6+yPPrdJzXuFnfTd8+8zrLX2M9FJqoWFpMKtvXtdBpOW8N6nUqJTXMzudj8S2e94seRvk7+uVfH9UZoXDvK9WvZpG+6JTdnmed9HptLum/Nd8b9YOXht5ZvV2d8DL+ay4rALZFZ96Bvs4LBIP0lLJjsj7DCpzZC1nmw9Cz70wRYkeVCo5OFQWjQ3jkSvK0GTWXxRukMJNiel9MRMdynldsKVw3vJlC6K5+akY7F0Q856aHVVl5ZSlEXQoaqsqkWhWYAiCictKkQgc5Uuwz6B+UCmfL8No0dnZngzDfQN9Ud9Qi1SxMj0zyAv29PQkN/jAAB4f7B7e39vXnfJ3v6+PPGn92tra6OjoSHnW1dUhuvVQDwCO+g4M1NIY2L5R5UpK/fUl/IvBCswtxO0gcfQi6tl8HW3tcdst98Spp3wkdthp53j3e9+HXYb7qKsOszJgd4B3HxwQRFGJaNjkNapujH4Mv33dQ6mOQ/RuGe7tdA/GGXMfckaqnUaHYRJOnrZaxMw+RgLfs2EMLu6hLtQzpSPap0RAMqLYn/+e6TYjB4kzdWXOVebDiRqooKOlNRGSLvh+JE7ftYz9bqS3Et61f5C6qvIyaOgl04Om5FaB3WmgD5CkX23/fvrH2fMVPO872kflGqS495nXOwMNm0qqK+ePb55m53PMNP/0PhU1tdHa2RV9AHtFdRV2L+itpQXiroLcYE7qJ63W1FSn+lRAm4yKUS7AGP/ENe5K9bWNBnhPActW87jQaunYI+9O/ZcdMC4RC1KQZMtwdkiP0v3gICo210qtN3WztpnjozL1c39yjmQhD4WsMnosHFgDy4F1+ZelfGt7SstuUxCot6Y6j4AQr5WeK7cOHjyrRJ+XVUZr2/KYMEmVvz9al3eimYxP79nDO2gFGKwYiu6S5ugrb4d2yqKd/miszhw86yu2CGC8ddWaphFE4qGQ0lJc0qXdyAOAAWBUygI1EvDKFUtj3Ngm2qIsMb/uXzu/n44oF3wghko6vxbgaMAL1drWEl38pkwYx/1d5Fce9WOaELk6YszEibFs8ZLo6VUeGYIZm6J9ZWsCsXoArLl1ZYxvrE+E0Yu41tfTGfU1dhWMbiBdwVA7hOtZN1sp9dRoW875Af4JwjVVJdHUUB8TJkyKSZOnR0N9U1QTOJj1MgYv/iUiowYlCY7salkAW84gKmFqIsQZz6R9yqeTE5sI0pyTgK2VBJOpWBG11bUYmyX+HsC2M2pqGwlUJGCPwMUkHvH32ScAEFC3OglopEsOZK4VLe0xedwEggurU7kYmwC4fsAFyc8XSFXmfdjtp7EEkiSxpeOBxLxDSH++v1KbP5krtQcvOTBo/Z9dktkHRBiSgGJdbEIBwRINMepCyhykbyux+/luKwmVsL+aGhqjqwv7YG1DYuhlLc306bhoaV4WY5saoqu9PdHcEHY2qDX1RwYcGbBYdirXQlNp6XC1P5XEPFXVALSAq2EavbggtUEKJiUOSNC5/er1jq7O6O+ACaH7Curo9X4GxzzZJ6bU7O7zPoKjqbDJDvxrQ7gptEUCXO5Pz3JNQE+xKumuZ/+ntJTBhvq3ta+ICmiopmZcKkP7Yxc0Ul2Lc4Pyhhgwh8qwQRbqlUpcrdKr18MBfd1JgCn82Bnez85FTJo0Lla2r8QmMxj19fVpu7K9NXVAeyuMVFeTRoAKGn3FihUQRyVxNKWxcMligEMpqC/KCFrr7emIRQvaow4wqqTz6xi5li5fEg119dHZ3RGdjLLtrSuioWYao2ofwNETE8Y3RWfHchpbKSCTCJQmiNfl10e5jHpKJnTMIASQjTOAD/fI6xWVGnXxLhWlNLnc0c/OhEDWnbgugyRitbVlvAx8JBDPjBk7JlYua4k2pJcyYm1qq8uxa9VSPoApeDbYBT73zBNVLIyKcibMalXMhj/DxEwtWnGltzfPSxJLYxODAZ7BbghIiaYc8FByEyRT1Cb7KSqhMEqXIL3YtuV4ynTp56O3AwrhQCk6egPozFqtlhxE0kDASKaK5cx8QTFX7+yDaqSW9p6u1GcpHAtRp94u62mOdkCljTisSgaf8ZMm4kYdiOqmcdGOa7Vx7JRoW4mkU4b6aznk64A5QKa2kwCj/FCOZ7RMcMtGUzJOFRiua39PN8zXnI7roGUH0yHuVxrtBZC76OclDJhKf3UMXFXkbz26uacfMCrH65on62BrSiFpn2PxLfVZflNhO+zetT55KuzyCIkBtHBsOz2bZOsPoPLUjxnP+7SnJhBQU5Q6RNBEWEcPbWmyiBIQ3jKtexoQ0pV1/xl5+1H35cjq6bUCDKU1t2LXoNEdTbq6OmCiiiSpyLgrVrSkZx15eiASRVxHgLr6mhgzZgwEXo5Nh4haAKdyTGN0c49eGqWRru5ORgdGTXqkvo5AHwh/0sQJHIveEAbU1kHHcivJJoeheTbpybaARMW98o5uZzJOI+8Axto+wKkXt3sfvwGAyyTj2FFuM8Nt9t7p4vCfrGuHD9OOFSic11OlHzuQdApp6ZIVqUPGTxgPQXajYnUBJ4x6pfXRNBYpprSd93l2UoCdrorm29rGamuO+o4yMqyjXxWS0iA6dPVEJChAXphtRVosQ5KrAuDL9J4BFqUwWB+SidtyXPj2vwwiGwrMZaXlgCJ58qq9qLk8gQpcHr2oIaNtE/m7r39r3rYfpZCvxFtWkGikdt+pG0YOQgHqGxXJkR54ohvgKEFymtxIuAQqU5eqGnk4EJVisO9AHa+grijKNEhBVU40IVVkbSXQCDAOcEnG4UKSdLzB5wrJKNZGAs3kAVWIluU4OAagWWIUKlXZoHNVKJPtLPBAQAm8VZ2GCgzqdbO2/fIk0JhnngpVTIdJrWPPck35tRxUPNdfqKbYKCjbD89ka/krVyyPceMbUItL4ENqCFA6NOo56utpQ3I0JAXCyvvFgkmpHqmtsuO1/V0rwKztgfyF8+u96Ou+2ABitzaJSuJGlrfoZRqMKVOmZGoTHbGSTp8xbQoenNnocB0xderUWLF8KaNRNZ22jE5SGpqAGNoK+DTF3LlzEXknJKlHMOpB73OUWLpoaQInry1ZPI8GgGlsXDozU1WyTtH1LBP00eGDuqUZURyBBaYKAQ2XtACnaCs3+c++FMjUimWwnHDyd11ta6OnhhfFeAHsP7mxLJ3nWl0jIx6E189I2Y6BPCpg9rpJsWBRb4xrGh9DXW3UcwN6arXCKYrHyqwoSbodARjPOcLxVhBNCzYYpacq7RQwnEBfg4TYuaIzqlH7HMnk5gEotQxJZZB77Q/d8MBIagv7XVuUwNXHvbZtCcOsNh0J/NmkRMjk6b+ccZJRvNCmDiUNTVOit7stViztju6OFTGdeWFTxqBeowqV93ZhJ1xB+/bFyubemDlr6+jh1beaNDPmNy+NTWZMSoGizIehtrZQlgSu1EJsBWGTbeld6VVS+dm9Xe2dUecAx/t3M+iVoKIrydhA2gO72npi83GTiHCvR9LqTGqonlfNBA6mSSIu5G+OIzYm2hey6TYEooA6xc04GlA85vZUT/Mx2e7ZgCLDa1vKBpYN3RIdhoNjArSp2t6FV2gl5gkGD9TpCgaUAaQ3k2VbtzRoWY90TLsVVzjdufqfIoDJO8AtDc3DBdpd5am8wTzpndM32SQefeKRGI+YVd/UGG0YUDXGmseK5pUJyXUNV+LPmjd/YUydMj0aAZD7778/pkxWNMOug7dmbGMjKlFzUlmWN7cibo5BpyX6tnFsdPXYUaWoF3UcO08Isba9DYNTNUyAukRFByH0ZHlxKGS/FGlGz84gvZB5cqhS6sjsPX0PwSWpQTKPL8wbCS4m3z2BTzpa15/U7Tzg1pZ3RGKfXbdUJRlK+RtlqEflqIiLl7bExz9xLmrgFN6XcbZECcbns7bf0K0drQRTwjtKaAOcEGRygvX6IDYXUwWg0YPk1gPRa/MqI7apZcXKaKrCcM10CsFUALc9bJshPGmm4QGF49zYmRmDaT+Nw0g7G1rf0felgSlr7kS0qUDbDPiyPWT4bupfzcTTciTDKuyAm08bG29947FRh2ShhDVAPNM4JNvJU8fFFdf+FRVpatSN64pFS5qxhTSTkz3qyK58kr2T5QyDDLKP+1n7symAi5Kcpxuhy462RdACEa0Ahx3a2bkwSTHVMGIlE14feWJeckRUAio1NTXQ7fIkyVQDTDoo7AfTCKNmx/ZZHwMOQeHD92RXuLewY/sncMnz4Hyen/XuR8QXaJ5VQj0qGcTmibq5/fZNeIfGxvJFXVGNdFZXVx1j4K8ObJ2pbQrtksrJ+cg6+VtH+UUAkx5d659iYEkEKAeSWvXqoBY1jR2PTaGFhh+KqVttEQMr2+nkJagpFaAisy/rxya7yybTx6dRb/zEKahWY+m8Np7Fx47hs34MIjfgsWDBgth8883Tfi0d3MY94yZPjiXz58ckRqmVi/Bmcc8YROQKDSyMuiV4isrxyGhtV5JS9NUGo8rmz7gdDZgD1M8Z1Xa8W70CJt8pYUw62tA/ggLluyJ7nlSTkOZSo9Mpzj5XahoE+AapUx9U1TR2QkyZtm2c9uFvRD9TEnpTFeylvLc2bCuhlSW3ouDCz6rQ+dkIJiHy/jDWOOwuAzKjqg0SnzazFgC6EcnQduvsIEobgFGtFTySmM+xNppMckHdYGTr7kYV4boDiPdrrK5CRcnSs6g/drKyEuwr6csQ5pKBCtZE3sU21aPVh92jHsGvG2/YvDj7m58KzLy8eBVqCgzcOTYWr6iJ+vGbxrs/+JPY+8Cj8Hg8jJF1DKqTUqtSGJBFn2jvEeRkWJlS9ayPcnI1zRokZuJvbgfq75FuABfarRbw6CXw1DpNweaz6azxsRiVqQvamg9t9kC7Y6HpNgy9to0SfDvGZssz2UL2WX7s22bJPivsFjY5aCgrmoovFwOM0qfQ+WwSnBljK/pj0dw7493vOToOPHB3+BW+oG/18poqUJGsb1ZvBzN/1iev+7pLLuKMtd84DC6ObAVg8W73B5FOGhqaYtnyFTDsYMyYtUXccNlVcd2fb4jPf/mr0Y2IqSSg+L3NNjvGDddfH1dffXV86TtnxKW/vjAOO+RgJlE9HN/85rfjBz/4AVLJYOyyx0xGVwzCtXUx+9Gnk9s4Smvim9/+fpxwwvGx084744GpiYYpE6PlqUcTgJSUYs/QHY2lewDXtJKDovNQH40PwaYfjZKMkwBOJeisDSJ/nyTNaGUklQJSgk2SbtKZdfwR2QWVRAg8VIT0MnsFniKyo2QkGGwWYlFX52A88dQiJL6J8Y+5C6MnGVLXUcZaLim5ZIwAC1G0wJIRpgyl2jEYU8eNi2suuSZ+f8nFMX361HjnO98Z1Q11sWghKmctKixztFrasH1BVPX1+PRQezo7sU3RZ7VVsB4A7K+b+zrbsaMBOo19len+lSu7aCQkpKJ3XktV13gaxzethkucrS2Uka1woFQhY5UnZ8GcuQuw0XTEbttMjznzmqOqcQrA1MHgpP1vesxfhCRWPz0OOPS4+H+f/XZUEqfR3InHkMgJnWWmZDxmK6MOMyj7qd3YrpZkKk7qMHMKnoIgxTGoYRNEQ7r9zqfid3/4fTRNmRonnvDGmNpUEk8399OGGHsxfrdyP+MX0leWc16m5Y8wbEY6Httv/qTArA+zuq2Pjdd3PSt9zX81uYwraY2zvv1BALkOXlAdxhGB5DWEnckBeCRZ81FpDadG3UEP5kngGPVAEo+LAMVbk8hWGOqNnejEuDsJRtegm2Yl06uPPzE3zjjj6vj8574acx5/KhZjN6mra4h9998/Otp7KaYynnp4TrzhDZ+O757VEoccckjc/vf7o2r89Fj8yOz42fm/jWOPPTamTd8sXr79gbHPvjvFxz72sZi7YHk0EaJ8y213x4zNNok/nntBvPbYo/CCwMQlY+KKK/4Ue71o1/jH3XfEQS/ZK5oxYFWXYhaEimw8aXhQj1VXP/omagG4IGMN8XNkdq6V4JLEWsBKJvN9bWjBxmMBSc9AmsaOxKTBT5tRG1MoBvrL6JwaJLm2qEJq0TAqoCk9ZAF7fcmrVt4HkzZOohMxBzP6lQEMebuav7/U9nnfrHULEGJr6jMQCpAqVV1BlXGWew11bGLEnfvQ3fH1Nx0XdZvPikcveTQe/su1cdU1V0VtY3Xc8qdLoxYAetH++yUpccGCJ+LGW24BxE9I4QUL5z2VwOWBBx6I/fbbLzYZ15QY/rrrrkznDz/iyHh64dJY2UacDe2kBGR72k65ZLjWqnNBaXNwkGdEYFgrMVlia61ShgT4PgwGGKQriXMqDb00DVHaj3OAMpRNmtuXgSR4xVBN52OXeXrZsmhf2BHtxDCVGeauGkfeZUiPQlcafaEDSzTl3pA8zqQYLBM7oBolVzT3duD1a2psSJ7Ok446xIcZLdrigh98My6+7LIYR1tefenlSWU//PDDAWTm8CABXXzxxfHqV72K+TsT4+GHHk52xpXNzbHp9E1ix+12jG7UkNvuuD0Z3498xTHx2BOPo/rQAqxc0I15IJNuRuSdVPHCHweZ9aV8EC2mKc9V9HfF1lMa4N122hMVGnVTNa8fSXcQddoYGQT+AuLZYnmreWpE3VxX+SMAs6671nGtCttK68pOGJOsHCY6+5JEA8/FkiXL4yUHHh+77z49brllfnz96++PQw89FEnlRylcn/6IBx96PDbfageklcZYPG9hHHn0sbHJppvF5z5/Zjz0yD2xbAX3PPJ4PPX0oli8jDiYidMAkSNYQoH7F7XG9848I26+9Y44/KVHcv+TMXPLyTHnscWxYPnfA2szIy+uQtQ0Gb0KMbcK205DQ1tUU29VJ0VQ4xVMMkYpwJDEak7JJDnjD295YnhfIsANvnjx4iitHIgGXmjePNS4qVOIuSnH8NiGEbs+AUY/hNAPEKgCqoJ0IRGAzaksBYAyGNQusyZGDLsdKmyHz+fXi7bQCfXhBCzpKImwnZgm2RxA0I7mlnTDcRD4sa88JhuVkFC+/cUvx9XXXxeDhBSc9KH/F4fRL29/5SuTF+GcL3057p0zJ3723bPiD9/7fux25JFx5kc+Grc/+GCc+5Nz4gdf/nJM2W67mPvoY3H8O95JPZlVDgiX0F5uJV7fR9uYLvC11x+aYXDQ3iGzpvvYNZ6pRFGPbR8Lew3i6QK32AJc0JkMX2mZtim2pQqXzrAnMd6X2meojSmGiXsMmlRCMn5HiS4T9S1O0s9UJ8tO6GYz0vKF6qTrFTCc76SHaMedtosnH5uTBjTCwOOY97w7jnnlURh722LbGdPj2Ne8Jmbfc08QlRq3vOG4OP300+N1LzkoJm+7bfz6c5+JS267LR6996745gc/GNsc+JJ4BLq9+No/I8E/EGd898xoR/16iDb+wEc+FA/OfgRPDrYnBgrbJYGx1SNZP5PVzr1uqe85v6Ytw+LweVonAywGIloSXhgL7zWxJAP8AC2XEOtmkOCQ6jRtKYgXJ8vOyycrKlF8dfX9VZ9e/fp6zvA4pck4SjMyMbWUQzjn+isGw0Vcc/V18cbjD4rbb7uDuQwdMW/u/Hjxfi/mesRpHzg9xQ88NbeVwLep8brXvyHFiTBY4IGsjte89uB41bGvjX332z/u/MfjGPBQi1APP/3Zz8QVV/067ruvN5YtWBKPPPJkXHfdtfGTH5+D/ki14drSkkq8WsacGCg1SHk90YfNSOu/OrJbR9w8CTBGZxYnmaX4lySeonO9fdiOcKE2NE6gvLrYcvOdGOm60dV7iCPI7EfmVweAGu0sOCUgg/GqEbVxeDL6Vkc3doU1bbtYh4NwsljztoY4DNy0SGndrDaGAhPdMGwPxz0818Hov99Bh8fnz7kwzv/NpXH0AS+L83/1++jh/FW/uCRuuumO+MIZP4pT3/WBeMeJ746XHX5sPDr78ahpmBxnfP171Kw2pu+8b/zu17+JaOmN2276e/zgG9+P/3nzu6J9RXec97NfYz2hDtSvHalCqcEye1Bne0uJoWC75npn79OTRHWz7XgAACAASURBVHKZG2LBk2FUdv4rwZ1fwjGySjSic4xrqsHmgqLZr2q0LBkmS7Tf4K7uY7ZvNx66QexdDRheJzSOwXhdG5X0bTV2uCr6tAqwreK4kuMKaLYy/Qzz5AetuM3/6TnL/lUQgT1IcGYdwFYWc2Y/Rl0aUXtq4qzf/zH+euPN8faXHREX//KiaGXwm/3nm+K8834Zv7vxlvj8xz4TX/j4Z6Osbkz8+fKrY4u994/zfvRTJDE8i5vMihsv/wPvXB5XXfLH+MrnvhSbTtkktt1ym/jDd86KRhwBNSyFUllaTXs4OAqfSsPZz9qWDhHxTg+lcIEEA9ZaONjwrfza2zOQ5uq1wFQOfgYR1tQSJAhwGMpBJckxTxmayCE033rBxaeE8UIyGx8dyS6/sq6tDKfOZhxMn7MuQfzlGL6wcyXmJc6MgCfFwWlx34MPpChMY1yMzIRPQUsIi5fAFhZ3/ePO+Na3zonHH78rpk3bLVa2rMhGfO7XRWjAbRtLV+JtTfaEsRiHmTGQjMs4rMibsHLqQUBw9JKhrsKeLiQYOkY0FjvcGoWpodLAwGKASZKLYnsBlQWCXFqxDUbva7g1FqKeSugZMgS/FLWovAzGQnQ2inPyxKmAajc2pWYMsZ3o7A0xFkW+vg5RlPfX69MP2Gisc4qFI60jTj7SaEyzPmsamdJ5pS/yoaa8nPlkdiYVCDS2uOiyS+Phu+6Nu+6/Pb575o/jB5/8ZBz3ljeTIQrH+HGxFZLIkiVLUXW7k7rV2QVDYfvqB5BLIcASJDG7FZSGOigDImylbfdFZZq1w454pYj9oCPV1m02pUE9S0bfGhm81npTZ0fgFB1M7TMXv6EOOUnTWXRYBSjcTcR3d28zruBKBpi6GDsF43Qf59rodBiwDhvgxJrx9ClgizSx0hgOmM8AvEGAy9CBpB7xBtmIrO3KlqUwmDd53QAZy07vyHskGrCC3DOE3ck+6uF6NRHEt9x+a/z52usY4P4UN1x9VXzkxBPj/uPehL7LVBaWAzFYrbmvOabiyLgHG9AEVLyn5jwVe+2yRwx0DUQjc+PoGrivMsZNmoqXtD9W8I7b7rB9vBSJ8NEnl5AXRI7NzoFRrhxW4XwupUwyzOReTlC3lNawdYDMrysVm4bQNrTTVQLIY5ompMj2Gry5ixcvSKEdtYS9G+3e2jpih7E1crjJPZUps3X8KQKYddy11ksQAESddZVFU4Xudhi3OrbcUvDohpkwkKHPLVm6AJCZDAE04+6jmxtc1zfiK1/6dLzsZS+LaZNRpSuJvwU0P/upjwYBwtHHqLTnbjvE97//w9hnz52wnyDVYOV260i3gjwRRGKr3XePk056FZLOK2PHXbeOpUvpG0axJYvmkwkiNO5tI3pLkkKpjQBvDjEUvYR2l8gBqQMQsQEfk6BjN+SShsCTxEXAx3d0fxBkMLbE0PT6evTY5e3xta9/J77y1a+G8RiLljyIHaYsAYtLa45BNetDyiih8h1MeWhuXowK1UqgWgexKZRN3lYDjkiELvjA4cldLOFL66O33JHqYgySdoxEiGRSonGHmkYvhvWdNo/vvPekuOqcM3ih/tjy5S+LTbfbNDY97EWxy547BLEDsdvRr8CG8Nt41UtfGrvccFUCkfec/u74+te+FvPuuz0Of+UrsAbWxKQZE+MtHzo1fnb22VEKqO5CHxwy9BrKptPKgUXmgLn+sdwJ7hAFSrQwwDS63qscJ0AXDnWna5GVoQRNBiBAooQ8KqsZv4ksbS3twYPUFQtxA1eXtEdpNSoOT3QzqCyLFdFKNDgEkuZfDTBfrLuXUQv3tmEABtWZd0myxRH7Qzv5tACv9y0rd4SBUh1p0Ho8lXfNnh2bovY2TJ4QsxfPj1m77hR/OfHNse/Pf5qqvNWLXhLbbb9b7IiUcgqLMA0QALrLiw6Ij338I3H5jy+IfV/yyuhv74vj33Bi3HbzbbHwocfigP2PxX7TH/sfeUQcs3xJXHr55TH3ztuiElr6wpaTUEefxmvWjs2uIbWfYJvwjjeRZK1vlthmFwrHq28SwBROqzCaPFcJPSzBmWKEvZ5a+cKYn0Fi2QaI6VmJYFCCVG6rpD5JT3JEFv6ycrP8CpdW2zxHgJHAS0C5FUgF1Yx81dHDfI2999ojPvbRD1HZmvjq176YmPmdJ78tGdwmErPw5a98IfoIhLrl5gti4aK5gNEWcea3Px7b7bpjXPHHb8XECZMx3h5D9/fF6ae+MzZhTdxdd9wmLvvD2YBET5z74w+ywlZjMsx+45sn8bYDsc12WyfvyAEv3iuuue7mGEzr1jAC49N3Jbp+RrwudNxqiNBoXiOAof0kzSRASQyeei7ZKZxUpwSURShXs4VIkYT6YKB+ZpJq5C0DXF0xrwS7TXlFbVx35YNx/g6/ife89014PYjhILKZ6J1khxB7B1QloXMlnpkzpsWOsxqjqgN1gqA/Qcy0CjEw2hQfj+49Cc0RzHtkktTpFkTSPa0UVA5S3bLg6bj/3vti6y03Zw7YxFje0Rrn/fxcJMXHUarK4qDddg9YMa6FwG9C7H/b618b4Dbt0BtHv+Md8clPfpz9QVS+hth+2+3i8MMPhfDKYufddo4VFDcGV01mt8oM4fm+IncO2tZptYTUYERtSkoZ/DKPHOyTFlNnJi+RczXEwZTSZxVDLTFBFQU1UBtMOYCdJuTSJ8JrDcA/CemwumEK8TMADwNKBV7JkiTBCF6kNBkVqUX1zEOKV1pJ28Jx1o7ebBtEbPGS3WmnhLvRi+Q5YUxt/G3x0/H47DnRgBqz/dYzoLGIC395QTz22GOJYQ9+6V7RDt492LwgLr/0yjj8sMMAvrJ4/NHZcejr/oeB9csxYIgFg/FnP/OBeOWrjsJ8ycoFe+0cT7R0x47kmSAx687Ey1KIWJL6nW1ed0MUPJck2jVszUebLM1Nb2f3mXk50tFmdaUxHU9YDfZJTRpG49cRr6XH02SAap7SIFbUVuk8x+tKzxlgFOiT+AmTl6My9HS1Y6SdCmhsnlSmQ1jqwVm79Q3T6OiMYV52yIsZwZfErJnTY+ZmWbDdEYcfFG0LHosDD9gL1aiV1cu3wp3byfyjpXHUEQdn6syQItuSOPrIQxJztxLU9453n0w0bHv84dLfxcLFSwGXS+MDHziB0Q1xWbWKWIkBJBKZBRYnEIqYnTF1LP9Zh2pXTdxCUzIManuxfia3CjOTJk2KrbaaGTMmjIm2yY6CWgQ0jhmGDkjBwM556ukDeDBEfvQTp8Udd9wWd95xTxxz5O7x1PxHMCYT54InIM1ipk66MZ/C1XrJJRcxOm4ZzXhgLCwvuxhQ8nOpUmv4Y5xLqRIDSa+DpDBEH6TnkIScTTyGCNMKJKkqgPbuP/85HmY0njJtKhMeBzHwsRohDHfVxX+MRYuWEF09OaYisr/rPe9nWsaUuOyi30f//EXx6sOPit///tIEqhMnImpSkgPKRef/KroBzT7aVy+cYKLHzX3d2UqAxe9jPVdJ2CCGnEBKKsWeoirDUJCOh7Ax+MWGCvrPdUhKBrtim1nETT24IKb04U0q64pWJEABf0zVuGgC9Bc98Ehc/KNzY96iTlQ3JJn6OtzUbeRtIKNxMDIMUEHeg0OsLc0x8blssb05wHAssxYDTLV0BNO5blAjanUJo34vU1qqbVPsexM33TS++/0H0vv6zpOnTMHQPy/++KffpvaoZpCqZrC694zb00oD115zTSy5/4F4xSsPiRtuuCE9p9dy5habx7LmFXHNL35Onfvwlo5HFSWYFBUu1RN0EERKQRF9Ke47qPQTCWwkhvfY/2vbGs2sepQb39MxADONeJ6/3XxzHP7y47BdjYuFRNk7rUfKrqKP6cI1JtvIn226rvScACZ1CYSa3LQwu9MwhmiQvo4WXNesuI+YUI4OXY2o4KxqEdZlG5QYJjOSzmVkbagtTxMg5z39WNKl2xcQRgVTLJz3GIynwYoZnhDK/HlzyG+ImAQmCbYQwAcDlRHN+djsR+jUmXH5Fb+PB+4nwApD4La7bxeLHr8PVczV/wUCpBikBKUZMcSAwLsfnBP3Ptoadz60OBauGIw2DIWyaEZQPTDY9PjFxVfH3+6tjM1mOYWBiGO8TlmwGroxBFdCIEFvX0dMm7p1/PWGR9FdK+JNb/pwfPnLH4tdUNUaMJa2LMdlDYFpm+kdwJbUjiESD9YBe+0VJx9/fOaBAszo+qSu5bOZPR4edvLhZ9RW6SXvQOSYRGC6DwUYGVv3ez+Sl3O/nH1uu7/m5S9nzg7qIYypC7SuDhd7a3sKEDMoTPvUfrvugju2MV66917J9awkd+JrX5OYQRBRnM6D7TJ1EWkJT52DTTfR10qH6vZOnvR91voe1L7EJUdJWDiodzYIpBO5pIHhWMYVYCrLO2LhA3+JIQIDB1DHjKKtZrTtBtxLkJamTxgfR734AOxGTC0BKXzfpCKpeikdmcgXuQZuzMrlacpWxeQSlxPQFNrZtuxhVNfw6eztRQvmx2TsVgbeacTXZraccvfeY+dhSdhpMKX77p6ODU40ee9Ygh31RB171KGpL4z4ffubj0v9UwuIuSiaXjjQkImaY2LpkmVpSkwvrmPBhOoVorbZJoBR+qN/id3KVLxU1Gp/hmkBenA/DT7cZdv0w7tNTLvobHk42WNaWolApv/G8K7O+7Js+SXZW2yTRGF5EQn28oO1bnP6XOsN67vgzOZOdLdaQKGTxbUN6R8/aXo8TgDZHy+/EuLA0EonnHLKKYngyllAOI1sGJSqsbBHWXcylE5mVFVn98UrWYJBv7zrb3QzR2IQ0JoyfSISyiJGJkYSfODVPN+MjtrA+sAy09Jl82KbLTeFCKvj8VvviimbMoELouwDWLoHu/EuqFfS4YjabR09RNBOjlcf/8GYP3dFPDhP4jKGgwZFEtNqvwgpao8D3kidGSk76FFUwQTm9K6Gt1IkBSNzB8s6Y3FzfUzbbKuYtem2zDdqipcd+v5432lnxE/P+2KU18/neeZPAYwluIdL+gE7bCNHH3ho7L7lZlG27Wapie1IiShPlJhS8bn8WvE2v57fX3zN/fx68fn8XklmbUnyiV22TUy3tns8v6b813X/6Gv5qLvWvKgsYwntbR91xo/O7cQzxVpBLAjW3QNo4+6vwLjqFIh99949Dtl/X7IihomM4dW0hYxYJqQVwMfom8b47DzjVzpKEd/au3jS5/qQdqsBWvu7mI16d9gBlaw/SaVt2NEamGfmPT7Xjj2vHieD79MLHSu1dKiSExvkIOk9qU3ZKnU5oVfmy8tmN6Vu+ClJgxJEITk7u1LwIfXh9alC1VJVSiZFMm1D0q9TuuJ6LxKkoK+kYjIqN82WZ9+wAc/3UIb35CEEN1wzDucJ8wJrNonuKmyE2IbKKEBeZlwsJFvOtyCpa6Uf+yPVTJdG/xl+fPSFDT22MRAwk9sXwEMFgfnrGwl2+1N88UvnJKnGTjv3p+fF7agPtYyYxg0sXbY8Zm21NRPuFjKKz4/pU6ch/YDWjDZOPShHOmjAzTtuAm5XOmrRosUxY7vdomvpYpC+FMTvoAFcq6MuobLLQLgwcT/Gqc233Daal83BbUqYNmqQA5k/RwIypg5MWBuD0W7irJhUOoWLjGiUrQygWiHKZ3YERXjJIicNbgP104jM3UNEsVbUlcT8hYtj6+kz6cHKWLKsKzbZZM94asGDceaZv4lPfOjtsZiCVzKfRQWrDiBuX9YdC598MlzKRh2/hPVrTPnokg74I3COPpdfG71dTz+vcnt+r2+1ThWG6/m9q2RQdLCh9St6pGhXJTNL2VY1hvZNidpBxMkrxTnVGMIjqRBR4UgvqgV98FwFRlH7SLVCVQbLC5ICbmk8eSbGFwLeOmIs4NKO7aka93Upkg+2YGiTdoeRsu9jecwnOpDWqgAXDZ9OsrV9ZEZtcU4V0NjifWMAF9Mg5Vr3MQx4zrQeP348QY7QIiEQ47C15cnjCsGGvLqpTx0SovmkdWW4yX1pro6B0KTapLrpdZeAsK88V528rxAy5wS7fphuDOBi/i7CZn0ruOZA7a/UH3XWvqLU2UyMjtMZTG20Rz28UA7Nl4JWTmZMtI7u45pKUHgGJLY/+fK2GQ/58HDPpYO1/jHH55ZoFKd2+2JNiIHdMLgemgYMvDvuMCmWLbs3/n7n7wlNJ/QYtWJM006x2Yz94vzzfh5/+8tNRDceHLvt+qb49Ke+EzXjt8aVegFG3sM59yp0w4djyYJuVJBDY4ftT4hfnXMxnT8lNpl+WGyz9bHx9nechtt3Znz0ox/nnpdiXH5ZPPzw7FgBGLkW71gmYJbjMnRRnSEWKDZwSZ/rAPPcPTZJmH1IOP1IL0Z99iKV9CDldCOVdTMqdmNULv51cU+X1wrXV7Ywpwdi8cNs/UhXtkMvlL/HLofGTdc/HDf85QFGH6N2q2My86myD7ixul4vZtScu6jHmhh1TedSpf+Ff6zDun7/rKpIvrle73ZDk3XLmUmGzAHB5zuRVG3jWhhP9U9mkkl76SeTn+PJwcXrqmIm943KlekTIMCcqjSWk55HIvcek2V6jz8BKU/e6/MmwUnm9x6fl168LpiZBDP3Ld/8vN99y8yBx/tcacDnfGfVVAd3JSTvVyswCVKLFi1KW2O9BCjzEFzMW3ARbNz3nMk2K07F/V18/tnsPzcJBkpoI3Bu7Hh0XtQPUbSH0OgKXMQVNObdf1/ColA78wIRxx+/H3p5WWyCwHDuuWfFgVjV68q2jrvvujymT9sM0NkxXvO6t+B1+hXejVsJqX6IRq+O13LuqKMOiP1e9KJ4xzu+AGhMi223nRYH41JtaCAU/mHC3x+aHW9724HRRDBbKRLKuGmbsBjRU6kTyhi5dM1Zh0GVVaYKKGb24Wawzp0AorEeaECZiMONg/zSBDw8FTmir9K4jHqKqEo9dvRmMzeNZlzmlWW1LD04LZYvXRizNtuWYMJXxBc+e1Zcc+1PiTNZwIS4edhDiBkBxLbZZhvigwYYybS9MFJDNP8XaTRxja7D812vVUl7RKKhUQqj5+garXqsp8qP/+XgYEBcGu/J+Pbbb48PfehDgEUjSzdMj7eedCJTHl6cYn7amH8l/biqot5OGU7mNMm4Jhk8T+eff34cccQRaQmRvCyZ3Xtkbpk2Py9ja0B/Bx64m25iEMVZ4FSLr3zlK4mZZXgBxba3fQUf029/+9vYbLPN0kC9xRZbJEDKQcjr3mcdL7jggnjJS16SysjrYD18B+vuJEvPC2SW4TmBzfp5LOiYjwNqNjFYdWikJ3KAscznmp6zBCMi5lGxSjDpg2XEARjwtOsujXHVZWex/u2FcQ4d1IKe16BbjHVhUJ6NI0KdmIERl+UD2H+UeUvalybN2jJetN+BMW3TmTB7Wfzxir/G3265g7lM23F9XHzwQx8lfGNxnPndn8Tf/35XfAmXn16N3//+MuZAnUHMgUF2EB3Si+5VgYVoGDqMEYOYFO1Crjdrw/s5WNcZzX6qZvyImfGzuGWEaRt+ntZiBRyHt1wr5Vop9p6xzI1asayDwL/peK3akeBYMpE8FjL/ao899o/td9wjTjv9o0hYM5InzDIlxnlzWa2vAWb4v8GVYbrJiWlt2+Eb/013ZKTUj7S5DDaQYoCQQgCQ66+/Pnbbbbf4/Oc/HzvttFMccMBB6S1qsZV84hOfiJNPfk8Cl7vuuitJHzK++0oF1113XbyIQS0/vvzyyxO4zJkzJ17DlIBLLrkkMeky5j797ne/i/e///2JqR1klQwMNr377rvjwgsvjMuYp/SHP/whHmQawKOPPsoAe2784x//SBLJYQy05mVyCRMlI/N0PaSnnnoKh8GXiVJ/JJXxSYIkTeYtSJjHWWedFaeeemoa3JVkrrzySub4vQFe+H269894Dq+66ip45EvpWKC59NJLUwBr7uUrBpd0U+GPNPFcU5EEk+u+bjcMd7S82yk12EFchsAp3k6+c/BpZTnDObMJlNt9l6idNDmWPvFotCxbGo89OoiHaG5swfyMg148M/bcc/dkHN522xnxujcfT6zLJTGV5QwIp4lvfOvDuJxPje9898ykUpx88kmxww7bxIdf+f9i/31fxHozmV4qETz++ByWNiQejNGqnND9eY8/FtVjMQCn11JCwGDlezHCOcYh03Cknqrej3Tj6IUub2OPNHhxmxQ1ddJVPXZVuDrcpe14GQg/p9NXEhNUjiG4tobZtXMfg6juja9/47Sk/y9cuBDJZdMI6tXV/QTlpf+018joUVTKv2R3fUQ00hbPR3XshaKUxMLsjG5UOoImXjeRD9cfL4cMkx8LEjLqMcccE3vtvXfsvuduabH5yy6/LA1G9pVSwqWXXkZg5uL405/+lGaaf//734/Xve51ce+998a73vWuuBkXrouj/c///E/al8kFkM9+9rOEMGwVSjauDqDkocTyk5/8JAGdEsysWbMS4ystqB7rvlaKcVD2+h133BGvYo6Y8UhLiQ71Hu+VTv7+978n4FFV+/nPfx7ve9/74hvf+EaaBKwKpLr00Y9+NIGrwCWwnXPOOQnUHOitr/c5H2r//fdPoPTVr341PvzhD8cXv/jFOPjggxmsjXTOabyoH/6Ju0UA8+xydXq3Yqrilz/VjkUAyF577hqXXPxtBJWumHfn7UlsmzZlcvzqF5/BfrIlyNQVv/7VBXH2j89NK62d9Ja3Rm/rvPjf//dOArg2JxBtM2IFjkmuvcXLHosF8+bHjjsiBTQMxQc/+I649uprQPWvx2FHHx2zH7g3HnvyoThwv33itFM+hASzEgmEAC3mVAygEvXz02CYmAXD2CC2lSFsKwOEDVcCiIJLmqwJ5CTyTjSt+JqBzWozR9N1AAnpSnXeD1G10eGNLIPgAkKsAsOaLyVx5RVXx4sP3IGYnk1jxcoHmf4wjftwe5ZPog4altP/VRo+Z5CcsfPjVW76Jx7k5TzbLP+59RP4C4CSgKWwv47KyZDSn9KLQZ8OHybDEgSRJzGmm7R/bLfddvHXm29hvtAFxFgxiwq1Yhngsoj1hd7+9rcnqWHPPfdMdPK///u/cdBBB8UNxKo4iPqsqskHPvABvg92dAqoE2Ry1cfZ00o8MvUmLMLmYCvjf+QjH0kSq0CntPLjH/84LrroogQi0sPLCRtQwrAdXaXR91DFUb0xwv3jH/94kr6UUo466qj49a9/HbvsskuquwblX/ziF0lyetvb3pbUIAdbgW93otuty8477xxnE3lt8p777rsPyXqPlH8H8WO2weg+lCYMezBB5c8pPWeA6aNBdMlZFUU0O7W8vJJAthmxJVttFJtMn5oQ1k5++eGHpnNLQWm9Qe//6OkJbLq4b+nSJYDPprHzPh/AMtbNcgtLkkv4Xae9Mx234xpsXbkoXvXKw+JVr2fmL6rG/MceIUJ1i/jSFz/HxLL6WPHwEzD+AN4npgqwXEM59iBOwMkiNVukBbQdjMVlRCyyvCcuLr8Fk+gZsBQwTS4MXoLrUntJWtO30OAJEoat7YAQbvYhrPBKLW18vsWYl9q6ATry5nho9s1x1vd/G8uWPILq1IHrc4ip/vUxd86CNFpl5ZAjTDI6je700df/Wcf/qnL+WfUdnY/qUVcngwaqkvRlclSmOxLDbb311nS7hvfeNKovWLCYUf7eOOYVr469iEX62803JWlAied44pKUKlyXyJHe0Iq//e1viWFVR2YhkVxzzTVxJLPLb2NmtIAgkCh9CAzaSAQGJSl/Lpr2q1/9Kkk81k/1R34wqSoJID/96U9ZaeCWJAEptejlMR9VMctTnc69PpbtOVUnQUbgEwx8TglKABRclFCUepRylJQs22RbqN7deOONiVdVFZOnKF19fv6sTtnPsBylFv30BqC5chtDM6M6IcdEIaom6dbtYFKa69IawKOE4+p3xs0YiDT/kQdizkP3MJdnERJAFQFG82POPXfE4oVPYzsxorAv5tx9O2rVE8z7wUXN8RN8kH7+7Adi9kP3w9wsmNSyFJvMkzHn3jvgVqa5Mbmsi3VcXZ3LhcBV2foZ5WoIaAIN6TTc2X2gN0LEJACovAeXeHldjKsdG40VuLCZBUwwOppMI+ermIZTR3g6Ud0YjRoIqa4FoXQNVhNF2VCDiljdERPGYVzmm0eD/a2Mnt1MhLswvvu9z+E1egJbTWbUc/asEb+1GJ5XdixOy53AB6sliSaXLDRUykQCgT9HzTzl9+Rbz0uQxc8XeztOOumkJEJL/N6XJwlVBjGpo+fJ+xS9ZQTLtq9NMp3MaDnF90vIPmMyv/yadgFH7jx5rbj8QtHpcg+exmGxnfxNOQjSAsPvZtmetzzzy0fiXtbncU2ftrbO2HfffYlQPTxdc1mRM888M03AdG2hNxx3HMtEbo/KvUMChRe/+MXhujfmo1rhe29KlK6qk3YcgUeDsUCk4dU8vvWtb6V929WB1b7JvqyRGf/NKzfS2sZe8/knnniC1eMOTKqY6tenP/3pJGkIVv7My3tdBsT7fVYpzXN6nJTabFvf2zawjCeR1N74xjcmG6TXlY4EKdvJNvKcoOma2BqdBePhdk6tPPLHPPM2Hzn77PaeswSzxmKTtMAV6CMjpFJczywfiFSyhGU0+zC8TpkyLabM2iJWLHgSVzXLaNJYRvs2EtcwdfKUdJ/f7rFxtsDoa4fbuAN9iJCEs9tw06fP4KNwzXQKM5lBgGp0yj69AgBDL16i9LUDJKsSokEHCNhbxmLkdWOZS8Iq6tVVg0T+AlxzOVdFXECJy3UCjvCXUwhc0Hr5ikWob0T31nmtE7VLEsfVCC8a0Ke7s3uwLY1kDyxdGRMx+O6z5z7x/bO/Gq9//VFIY9OZ0DgXoCRCFYOVs4OM6FUiKiFAL8mf61GBHYXU+yVCkwtxaRR8h02iNQAAIABJREFU9atfHV9jMqIEqS4uMf7lL3+Jt7zlLWkkUwd/+umnk4FT8XqfffZJo6f5SVyvfe1rkw1CI6LGRUVv219jpYyXE9mb3/zmtIbPtddem0Ztn9OQrp3AEfMhvH0aEB1VBRHBUPXC+jgyW4cf/vCHaTTX+PjLX/4yMet3vvMdRvTOOOPM76W+PeGEN6CGbJWeTwCRRt8Rt296+VF/pAG/MFqGuJKDWwI4BJkGJinq9XGxL6eJ6BB0ANTytsP2O8BcfAKZQM2xYwB72vD1r399+kmH5uE7fve73x0GQqUamVw7hkZj7zPJ2Oedd16SDHIAluGVKJROcqlKsJGGc+OwzwrSqma+hwDw3ve+NwGc5XjOn/yjJ0rQsY55GT5vn5ksS/uLZTmg2MdKUgKToGOf2D6+k8DoeYGL4SA9P/qP5a5fOR391JqPGZf/OcmMsszkGBgIyUWW8kVF6S5Gph13PDT22PON2CXeFK845tiY/zjMx1yUioqmuOP2+2Pq9K0Ik57Osg0Ps67vLnhetgAMNk3HVZVjAI4JqCINTBtgeU5WhXtizrwUNVzL8gL1TCfQg2XQn18c9ANvLvGgyOnWr0k67whfMgDRjWv73jj/52fyZYLbYsbMdkTLvth2m4httx+MrbcZiBmbrkQnv5SgP6Yc1D7I8w8CNCw3Uc/Ke3X38TkQzjfMRhVcQIc9xOJX/2DhoBv4/Y3gq9Z465tfnz4wlwgWWsw9WWnhIySfqHA6odJCRqjsrDHpoVMnl+gUr9/61rcmhpCZf/SjHyViknEVhfUYSGSCgV4Pwcj2l4jvYSEkbQSOXtoCdJMrpgswf/3rXxMzqLcfcsghCVwEG8FDNcCRz6RKoc4vATsSaoBUKtDLIaPdeeedaRQ/+eSTE1hpmNQ2Yb4+K5Bpw5g5c2YCvHqisGVYy7A+plzikiE3JAkGgqFMoXewGm+iy0SYxqMmK71WJLUdVQp7oGnpsqX0GRI14GKy7RIwsW8bCxAyvHnKiG5NMrkM71ZDr88I3LaDjJ+rP94raHmP9Od9vlfuZva6yXf0mmUJAB6bh/mbLNtfflwsVehJ8pr5atTNpUVBzD43X9/DZ31O6UwDswOIz9mH0tTakvb2ZHNf2w0beL5IghEeBIcMJjbw+VG3rT4ca5fx0x2i9ViWYLjnvuvj/gdnM5L9mviZqfHNr385rrriypg1a1YceNDL49T3npJGSkW83+Fqu+SSi+OGG26In/zmN3HycW9JxC5jOBIaJNWOO/zqG/6EtPE08SeLYuvNtuTzto+xqtyk9LGziSwO07KsjdXC+M4SEgfKJ18waIhDXsr3trfZJbacOSlefSTLESiZAInOnVHTk/mrq1fEyw7bl4WwGoABgpmY4MgXjZjnYvg1RMCUgj5iCZpKJ8f1t94el116fdz4l9/FJz/+Qa4P8M0oJjI6FOhuYwehlGLsOaOGmWYguDi0riMJUBKqWxnBdpHxJSyZUubVcOd7ajDU8+FPiUIDnyqARKdHRaOgLlNBRDVAplAnV8R3FNbA6aiodOKgIHM4+km8MkDOeBKnngmNjv48L5NpRNQTktsmNC5qUPzc5z6XntduobF0WzyIeVCa0tLpp5+SWkBgaIJW+jTCr05Ka2wlmV8G7WO1O5lKGdOkYV/Gst2qmK8kwze6uC5p4oSJhFZoGCY8geaX0WQ6n9feYVv5Dj6bnuf9TLaDDCvIeL9lC6C+u0kVxiTNy+Qm8zPf/JrSg/UyH8sR8C3f9jXP/D4HCtvZ9rf/rX8KZC2UbV/6nNfzJDj5vOdtE+tuvh7rpleqzAHc+vUwED/f6bmgyai6ZRSRkE/dqJBSA2DD+OvNy+KqP10ZY2dsHj+74BdMtqPDMKguY3Xmex5oj/N/cVG895TT49zz/sKCPnfF9Tc+Hmee9cM07f6+Bx+NISYJ3nXvnDR/6YabbmXiYGm85a3vjMcfWxbnn3Men02ZiNpSRUwKX3+s5+uFsjOCgoTmgOZ3gFycnFZnbZpFBL3NZR7SgljB+q0lQzR2FyJjJ3NJuhhVerGsBwtjz2tliUQmQy5cEfOfXhRPP7kw5i9YFPOeXhBPP0Eec+fHYw/fH4taH0ZqWRw//uFP49CDd4GBphAHtIIQ9WxFeb3QrrsrsDCfIEWsDqC2MbbyW3cXSHRKIzKnEovSihKCRK57U7CVqCSoGTNmJAlDL4aGSN2nXpc4d9xxx6RCyRDGZCj+K01o+Hv44YeTt0I7g54HwcVkPpZ/8MEHJ2B6z3vekyQUiVNpxORq+hKwRkeJ3v62XkpAgpzgZkyGv1mzZiVw1AYh4ZtkPpPqUrnBUCQZ17VhB+ir9SXfW2Y1H8symU85XiSzE1xcL0bmNGnj+enPfpreUQkPXk/vKHjkz3uvdRCAlSqKQcHybBOT75CDi8wscChx+ozubtvJeBuBxKT0l0sV3i+4uLU9zNckqJhsR58XXGzfvE6Wnd/je/t8fr/l5+Dl89ZPG5704fv4fu7nIJMefJ7/rJu6n03hRXKVDpn03Rw4nXg6jJ5nR/vyFbiP6+OCC/8ct972d1SOhjjltNdFCXNEemiQPfeZGaUQ13EnvDweQAzn4zZMXNw0SliwaTrLOzRjvGtidHnNcW+MY054M1MKdohbb2H93doxMZ4PYC1ZsowOroOpWMiYtVB6ARgD4pQ8+lg5TEnFeSS6lJ0B7Jqv4mE1hlsmX6fV8hCMACdGRew4fqytkmEObzZQYKQkc7O1xQAYThYb1zQmGX97upbGu9+5P8bDl0FEXdyLSFxLkF7yRgkuiKMsmKQ3y2kKQwPMNnddWH/rSLvuumuKn9DOodSmpOGoqEHRLwRo0zrttNMSE8jg6ukSocQpiGgDeSlRz0oMbgWN733ve0mN0vuhiiQjyaCqVj/72c9SbSRCzyt9GDVq2TLapz71qcTQ2mYkblUf89TeYh2tj+suK1EJOqoFx2FQFcQ8/5nPfCapazKeKyAq4bSx4p/qkkkpphJPnCm3X6SDtfyR+WQq3zm/f7RnpBqGF5CVbgy+08sis1u/Aw44MOXss3kAWhoUOSug+z4ChoBpbIzP+962jwyu+ijz+owgJSDo7TEATne0bardRTuKkqXtbF206cj8Pqvtxb4xCTTaeLzHpPqpemPZlql3yL61Dv4cfJQ0TeatUdqBxefNx4HGJNjYF9YxB5y8vdINz9OfdVP3Bha6JpQyBJnXSqhZB6r/4MdnIcKfEmf9iHVF4HOj9nfba+/4zllnpG//9g4xCu61W1x40Z/j45/9ZJxzwVV0yq9A/xV8UOu+eNc7T4pb/zE/GiY0RQPfpH7vB74UN9/yVz6P8kD85YZfReeS5awj04FLfCZzULC51GHopQbtqDMus6DqY0wMaAMxuKKZ6hDrvWIMhO6SzKWkQx8RyQtxl/ONm/GsiYoHqLwSIh5g/V5sK6WOjHTWEBPvyvj8ax8eKNfg3XXn7WKXnbfmuZXxj7tuj802dfR3nhauxCS14N1xywRN10AZGsKwbBP5W0fS/qKNxJTr9RKWhGxgl4yVM4RSyre//e1EQN6vQVbAkZAkvje96U1p9NMromcnj8BWtFaaEQgcYU35VqKUMVQZLEuQ0f1qfIfEanmqBKpqMpPX82dlfglb16nqknUQDK2PDFABqJ999pm0hYKlEbkZk8h0A32qDCOTBVOl1vLHesiYAoHJckpRXx1glGRM1sulOATaLVlu8YADDoD5Due+z6Q6Gs+iXUPPkJG5tpUALJDrotZAKhgrARqda0Cdkp5SkMZkn7EegrLnfXfv9Wfy/W1n21wDvIZZ87ZvVX0tyzYRcAVt21zD7UEHHZS8WearN0/AV2rUWKu6KVjopv7CF76QgvaUQFWFfoNJwTpIP5Zp3rmtyHpKM6mdaLfnM2W52wcptkN7wBoKVBQpLDWYX3c0d4Zr6r48LsRn072e9Yf4WsZkK7xH++2zL4bVK+P4170k/vf0N8TK5Q9h2xgXbznxDXHC8a/nntZ418lvi+uu+TkRwA8RSPcTpt/vEXvvuUt88fPviP323SO+863TmOODDeKBe+ODp/8Pqsjmcf4FX4+ddtmeGBSYHzGjjyUjXCl92WJd5CwKhJXP+d4DuK8RSkjldDQT3pgIV4dBMImLyauTAYuDp6K109ztmFzycG0TOySt8IWq41qvg0OMigCp0/vtzBoWDXZN07332QPbUAsEJ7jgEQCMXLU2AzWMbiwNoQo3kpBwUlp96+gsUJvMX0LzWCJx1JdQdMXLyC4UJMFZruKw65h4vzTkVm+Ko18bYQMZSFWnUW333XdN9hfvT+1B/jK55Qgem2wyzeJJWVh+thg0vUu++Xubv+cd1S3fpI1Mxl++PPvcbxmBcL6P9RCslGC6iWGxW/yWdK/gxPN6hsxvREViMEg5YnhNBMeBKiepEXua7+L72j+6FvzchuRXTnkDAJfJ1fhczvNF0OEVl10ePzv3Z/GKo16VbIGuUeTH/h599JGkil5xxWXJZvjQQw8kw/W73nVyYvxf/OKCJDE88MB9ifl32GG7ZONyaUkN7I14MW23WbM2S4F4X/zi50P394033pDU2tNOOzWB6/vf/75hW49q5PHHH5fy+8MffpdsWAceeEAK0jNf7Wy3335rnHjiiexvlSTB8ePHJtXLY4Hw5ptv4pM9V8RBBx2Y1N/FixemeU2WJ3Dq/MhUOdY9AuSUwu2HtBSKfZ1ozDWXCzSpKm/75r/UghwOY4T30SN5XxSur2mDzzQ7nTmmRp5IHWmvUngJo0HpEHonP1czN4y7lCnzpsF0DImkwtOp9CfXlHQ59kCk/T1LYjwh/D8482vp3q4e1gJ9am68mtXq9PL0riSorp1ZyNtvERf+5HuJcFfMfzwthPPB97wtMZBMVIYHZqB9ecyYuHO859RTop01cdva5kLM1IWV5YaYydzWoiF3EtTPSIbkUcNI6fd3XaJwqArXJypMHau2l0DgVRW+F4Rre9JuJRphaRTGQ35Of5dAMcf2ljKPahLvooGWWbg8N8C1UiSd1BKgUmsbHyurm8gIsxw1kKn+qEcVlcZq8DwGxeqKcfQZq6wBglVVGPtothLeycDArB8si93UeNZDdqFPUh2wS/Ae3ivjJKAvPOf9EowA4TNKBjKo+7xAtqXW6TmecQ2dVGDh+SOOcJSVzf34mtdcsQ6UZSuouXX0d+syoWUicNoHJkUZ8yH/VD/OCxbZOcqnqjKE9/sTcPy570p7FdluKj6rf2aTKdP6ymAgHbsAuQBtsb6X6/P6NQEHufbWFtYxMX9yTM1nhoAVneIrWN8+gM85Z0MA0I03/Y3Z/ffE6e87LU479b2xzbZbx5FHHJIWmLdOLnPq/U9Bmx7f8re/xqyZM1jEvjXZ7XyvKjKewDvNm/tUek8j03fdZSeitFtwj4+JXwJEU6dOj49/7CPxeqYdfOYzn4pNUSNdxN5vh73iaCLUyeevN12fVsezzAXYBL22fNmSVIdtAY9x48ak2K0lAMbUKZMAe76FDRjazrX0y9Ili9L33V2idp+990z51TNxsxPHxyBxaS3Ny2PhgnnpPfoYAAV4r0sv5uNCZHp6HUQG+sbhgcN2WdLM4Mq92gSkHRs1gTkdqZAxyDMs1uVzaUJwsiNSxFqSvZHRGs+bMjLI9j1yVTRHBj+5ql7jVpTOPs2qvz5bqiE7l18b2frNaL8r4xIO3e0tzHJeFu2ASRdLX/Z0NrOwMQ3auTIGmCioFNO5cjkBeoiLfEavj4mDJbiU21lpa9nCuWlbTvzC2096Uxz20hfzzZ9FSA/cN8A0du4TgLJ6ZI0h4lZgYS1HelHicBmGLsTmTuwu6ROgLBKUrYFB26X3X/XtU4OmFrE9bHCZ1i0/kw3PmjCuYyNAUxI/r0HMogepHcL0u8aO1u3tuElZqrG2hmU6y1nygUWpXbhqxJOUPZMxu09z7OiSkG8tW29L4LCW7XN9/nnNP2VOm7DNf8MU6AkkNVVWAKusvIJPwWYBgSuWN6cBKFfFFP81gmY2BaxfSMzMRS30Ka3DwNJFWLyLiWkzO+uMs+JVx7w2dt9lX6J1T02ruqnq7LzTLkmSO+igg9NIPw2QUI351rfPSLass8/+YVKHTsD2p1q05ZZbp6hYPzpoHQQX0z77vCgZ4w8//IjkbTvssJfHLNTKq666OtlU9gYM3ozkceutdybJa9ddd0+q5lFHvSIZ6u+44++ZAZiXl6b9nI+G4HrWWVJaa21tT6rm1ltvmyQs47dUmccSwKrNSHXTIEFtkXocW1ktT1e96yxlBmKGT+7Pk23nSn7aL7tVJVlbSTAaxISQJzCJhOQzbDeUV7I+yu9Z0xYJxhtNOXFnR+kvjKMx09HM2cbG2Pthq0gRsmQOzYu6ji5rS3Z6zvgG9vQyB8jkMnxl5YzsLCPpKKhtg6mHCXkHATFX2a+EsAb60OOJDC6lLuXYT5oJfjtgvz0Jua/lUyGL+Xof5QsO3J+C2Fioij3uT6dSE1BAKrMUYChnyHQ087MpehiecxoluY20Z5azNoykxgBu5SwQLdNkung7IwZLejI6023p5kwdGqmRYDn63MjVbM971pWe6/PryttrzyV/iVZ8Tcn3QOIbLCy+JVXZVq7n46DWzVcIa4jG9btaBmmWVXakpVPr65oYsY3mVSLCvsW/BDw0aS9R01VIkDKVn4ox6bbX4HzVldelSN+J05qSzeJnPz8/BQBq/zCd/YMfxTuZDZ0ZoVnzp2ksS4ccl4y6uffnssuvTN415yYJMPKQfbvTzrsizXYkW81vLjo6gZ8q7fU33JgY/1a+D6bH7rzzL2TgcSpKCV8gYBJlXQNLv16VDNDaacorquKHP/oJINQVbz7xrUn9tb8332IrQKAufvyTc9Osbw3EqqZveevb0qx+8zztdEIlUDV/c9HF8Fm2JKdA4hKZ8mPyKOHoWNm5DL5hmU5UZ50EQzgi2juX054AJl5XLANZyhCmcLDhGzis0MMpAwm9ADR0NuIAx6ydUhg5KBXxieX+fERg4fqQtggZGkYTNEZvBzB8uJZufr4EY2sCF0Z5DXCuPubYXwJ4uJqcYJE+u0GjIy+lchRZq1lguYx8WrAf8PFOxMhOwAmphcWeTSKrdhK/dCfglTJaBYZjZC/ABr0/SWKZNCYyG4ei9DUaEFJmq/3J2yjnhtE32GZrAGjqkrkGs2U9lQRLIHjBrbLK+52gx8iSpJ7Reb5AjvMmlf4cJApgm6RAjrSbuFZtDQuIEWGSGkWDbSnR0RrudW+XoLrr5fEzvn0MYJXcK+k6CmvHGItht0vpGJvaeKKttfG84tjDMcDzOVhsccbuCGLGijTzgS3VRFUx44hMGmGdaqDBXHARRDwncB166OEJoMzDVAdIeF6GNYrWeuRxNTNnzkzgJ98IZNKD5SiVHHooa/WixggU2lUg16S6+MzopDE7VzVzI7Ll5HOWkhqJxKeE4XQJAcXVBPLks07VkU8aCFLt6QWsUadyO1YNxnUU3lQ/17MeSXlnjZxZ356CZOEeH7aDTeq8nvccW0/CpCjxjBxG3qp2yNiIsIOOsvIppMF9o7cDBLwkCR/CUR9O7iOIKZGS6gvngSay8rOgSC7q52aUqsXK93yft70D6zwo2w/QTBw3NgFJV2c2t6MfIDQ32JaytQ8BTLY2Z/TapM/GIiJXICkANUlcLoHwnCHt9ecnpcqnrCUmvVaqQl0sCF2JV6qOT1/4KZVmvlDYVDcBAsCmQCNlthfe3fZPYlnWJ1k/ZOezzvhvOU8vJQmQ90GNTXFC9id9o61D6ugmVMAPwQnGrd0r+WLFdNoJWkL6a6xmLaIO5ujUjYv6KtbHxe7gQmd9rKOsncvJfAbXdbMwe00NEbHMQ0vlkJvfSNe7KNBrHBdAWltZPA01I2tvNvRDBhb1RFCfmCR5PU3alAQrjboC0+TJExMTayw2H88LQnXYO5SqvV8w0cakvUMjdwXSiXYtmd8BXGnD50tLVYP8wmJNsn8pGWX2r1Lq0pKe0y4mGGXmCc0WetEMyNNwblCk4RSZmrMS54c2OQHF91SdajBEA15sx6ZTXq0AwXKgdX6mh7Wol7az77KyNUzNaeGTMQK7SZrLU05/MP560hp0hJGMEo3DqOWgoZ2h7cHlJnshAD9VMYTEoK0hlzrWtIVKEqhkK2exz3OWYASshFLOQ9p5bBSPSwEdt7lnpBt0VUz2CwUtBOWNH89XEyEe5R4EaGwwEmQGSElqQaJJwAFgQb2ZVINaNKiEhTTlM1xIZfCH/eeQEnMUP583/Mi5RuJ3HHEFDEc1PSOtbSyJiCQzxo72TQRVGChLo0Ev74//1m0OnL637yiwkAQZjmv46sQAi317VwOep6eeegzmJQyfNutEKvHzwMu7l0Y5X3x0LR4Uo/S9pArsCFmbYlCn/1e2A+YEYLZ2LAeQWDe6hjlMgLwjWRtr5FYBNGPHMgEXp4AjuRHF2skFAqO6GVdZ87kF+nPk74VhHWC17QGMrgkMw9djNM3eQfVfKdlAiQHoNQu+6wRcHHBkcJNfpDDmp4a6tFG/MWP4jEx6fyUOnzUI0DoSBMjg1IiTxDQwaMiDjgIm1+pooA2y6RG4nxn8/USyAOIM8qYmAki5x8XrfUe/z6490nrUMds3Dbs4NrRzNfDFSb17ra14GVlf2v3UJdmf4T5JldjAP3BbMZPZjaacmGFIgMAZ0N1IIkbF9gEwiq8IAVTSUVeVh3EVqljTtgJg8Pwgks7wdZonkRXngBWO+KeITEoyFLs2gP96WYKzgW8Bo0zwnfQGZiHzyQh0ayNzO7vJswwCENmUhWB4xeZS1CXlIqCKhkJJghg1vvZzfQAA8osFPRjQRPvnmnwnvVAZQxS1n+dJriyv61cVr47Z4r3dgBut3oeLu7WHlclCAs7a0fttT5Pv/4JIhbZTHU6Siy5SE+c1PPYTD+PoL/NqQp8wZSx2NxgFaaSmdhx9qMGeGeqNlTF9Bmsed2GXYza835N29O9nekgjrvuGer5CwQz2MUg7S5vnx6SxU6IFpjaf3sHOaBFUAJ4S9P+KGkHOybHLkiqkSmGcymQWTvN8Mw4IJQ7ti6ojHZTjvj3WwbIcSi9TmNzb0r4knW/wSxrRAQ2zlGZtQ7QBiEpG01hetbUru8fvbHUW7DEVDOgdvZlKp/HWMkorcRIggZgsy9UV23uyeUstzS1JPVqEdCX9TCLgdNHyJ9O5+UvmpqDHxE/yGwOc+0pOStG9Q67AyKL0TBiey72+awOrHthuekpdXjZLYoJvmGND4fR6NpB6zhQSdoEr0jl0XypSWsqEqYo6olJZ1qBmHBbtzXDXgmzYT5Il1ei0lHzWCozaKl1wzxAv53VXvEvP5fd5PhVrPai89RdsBA1RTMkJkbG/m8C3Gcz1AOzSeaSaHtZfqUT0zQDG51GVEsFmZSWm15ZEh/g9ih6C4qrqx2PoYj3W+rGAVN0zbC6KGJ0sL09JtM8Psq2iq9/4NWo4xZjg4lNsv+/+f/AFyLfRgdqLeGUIIwcXn8wBpvjcqjlnR/l9a7rmuef6/Nryzc8/t/zt+EK/SzsFqSWBtgXQtrafo6zq48JFT8dJJ7+JWfJKK0tSdLWDXl0thl6+Bd7WsSzec8pboTXsGqgCjsCdjPyqGJJdR6tzdRohv3LsIstT0J3gZSiCxnhBRKnAYDwD1jR6el11SJuLA5LAoLFUadRlLQUAY0wMfssN+oJPshPBrD5vPVStfEYGlg602RgQJ3iYhwyf3MXcb5saz+Q5nzcv8xZYtDX5jMdKWiZtMoKp5XpNacpnPC+gWD/jfLTvJKmEZyyrAnAdRDXddrstYr/9906q0eKlqHaAsd8TM88yQlToiELfWFpxyniu+Mzo/WGASTxedNUgNcX6HhbFNtblnnsfYjnLK1mnZS6qBuIbKoh+dEeYLOWEsuHbbKU4VSxEQojp2W2Lyxdg8pfgPPka/FVPMJaT4coramD0aiZcPsSnUPRYZW53n7AjtabbuVnHkhf7G5ZyRuHuxCQ+lZAyMUkPdoQhDM5+3UB9WFH1x8T6VAGS5bq7XrCpmEBtr6wvk0Ca2iTvg0yF7qMNVSt6epnxDHNou1DNGSAmxvOf/8InMODqDGA2tPTEAJktR5rlO0IbxeXmA+QLsxN6Xc4Cw3hn70rUtJUJoKRXzSKrkz/tKH0nGldFXH9S6szSaDpP59XZ6vHlH8iI0Mvcit/FDddfx3KWm4Kg2foWGrkyCWL9ha3pDkerEYJa0x3rOqcSlBGPUsBIys7ZECK2aN2LpFDOB7pqWFHOhcMnT5rC7dmEMJ+T8XMCd5RRPRf9159GN9yqTziqZCKpYikqH0zhCOPog2KUmCMzSq/63AvjyM6nfdhkQmuh34pe3j5IQE/3lKSYIW0bRlUL2vQ/xvFBvIm2qTFHSkTpW1ZIrA6Q2hbWlDJJ1/L8rUI8a7r9v/QchgRMDNo7B0pdqEzV0OhrTAyEC8gHOlqztHrf5FfWtWVZJZI84s5oXuFcG8FhMuRrXn88HTnEcgEz0oJQjh5+7rKJwKVkgzCfZ5gkrAQwz/C5/HarixDKXyWgwtlhCcJjjWUlMHMX6+aOA2CMftQQmOn2jz3xBGvBbJneS7XNBjZpIFsdvdOl1f5kwFZMxKM6gjaznuWI5brrkcZTU8sUfZSXvImqcS/ElNRLiTqTPNc00JQQMW4fQuupT1zGlB4qDAj0JMyQAJwmTAxCmyajObJ5lopG2iLayOilAC5F5/OnXhBbnTYFlUwV1Kk2WaCoIG2MGsZqGz5PqZ1yRstPrnurNTRL+XbU/X47ppPISEGkccyE2HLrbIKVo28FrrQe3MUa42Q0weKZbq3umghrVDXWeCiRZBKMkTiI0TRAVn7BiMxTdRhXV2DAquL7hhA7AAAKHElEQVRzJaaKsvrkiqxvaoyttt0uBT6VYutJJiKui9obnmy0dd+fdSAGaipm3rrITX6WU8bI3LOjQCnd8d//J7017ZANEprlRyfI3SkD9GtqKy5n2xFi1VloM2ZtyYBCLqUYap3rJTAZSS6VZElqK6QCqJSK+IX9/NILZktzaNdJ7SRw0xeDxpMBLkp/tt0wwCREfuZ0OozzeaOmfCyr0CcDcF6aI8LxgQe9JFUmzVqlcl24w2pc4+A5pLycZ5tFqm/+cKqzjZA3BCSbUM8Xym/KttKVRjtD+E0ZrmSjXbLHaBjekESnpLQKkVpY1oCOsHac5fn1yKxuhcrwTP9wqGSWzQvrr22vBGPK4SVrt5EOo+FsW+hQdSjdiTRo4FhijERABemT/aQ+GWJfIKz8mfTg8J9CnhyvQj/D118oOwBIgVccnBEZaD/aVZCGbrPBlrZaW5L28+5ayz2rAczIA3a+nZqN6qpEWruHE+eziXDDZ57Vznrqt+48R4HGyM05sbJ1l/s0pzjSOUcFqTAZCKsJWDKq1pQvF5DtsyYJAKP9ZINTauw12GwKAOSokFEzbYotQZFUBiknhuGFnEa60I4aTQ1ezcAgAwLuoT1TVKqhCEoo3OI2kirlgaEVnKfTU8iCAL9aKgYYy30BJ73AAjjMYSQ8U0T5QZv+s13tAq8nICr0B0cbmmh9Hy5OhePUo+AZHWbgml84pArpxvYOv8vLXGNcZc8lWURGOM82F0esrA0y2syPrGeGLANMbtSmks44ANJmvFJBYsnK7epkcpwBSIBAatTs9Cr7hVPPeJPnab7ZJ2ItX5Bhy7mBPplqA6WlZ1z6v/sDwAAEkLyJdp1EnbaFeqcDTiCN+Dlf1SDXehY4/FSMfawonxZRT23KucLkpkzC4VFHlYw4UqZZvJV5ykQkguQyWkmXX2B/BghBUWpJi8XSpqpHmbSdBkS4BtZZQyrupDVcLjpVgPecITMAKbqOl0M9LGMAgcUPiPvLO+U5h9unXia7nA6eyTaBiIhRXGP3R1pFL4I0lms8ChK+TiWuTMXz3GCYeRu8F8ITuUkuDu51LesCsdrWCCCTSUEM92yG8pZrG+YV0h7AYWICzjESWBfXKMkMkgC4tqGClMOdL6w03J6K5ST7frjvMlq0v0wCRjK+G9xpZ7L13uTpoFGNqE12A5jF87azKe/LvI2TbENeI0BGn71g25/YG8I49BhlNiv5AaM69oLk8EhOD+yHtiUrCThZOJvOoaQjT+R0zu5aEt7YnBnzbXanjyY+K+ThpoFV4kYnK/as0+j65cfPYOut+e3Z3ur1KX6P4bqmh1z8iEhGvEsJGCA0p0I4j6OP2btl5Ta8a19kK7v3sOREH8vxueSnaJ+CBgWpFH2at1++HS4p7TD+srVQdNvhNvfSmu/3yn9/8t0h5qT/sz/Skem81wSVVVLqzALq0Pa5cd7TSTJNk/Py6z5ZeH4477y8Ap340As2OQDipi6i31KnPqSk48ThFSkbmi0bbGStpU6muGhOaMX2Oo65dQN8V351fitkkDYFCSZv5HxbfMu/aD8ngGe6fU7VM1waERHds4/IzwqkCY29/gyAq6hEtQI/uliBXqR3/ko1E+/Kma3bzqp4Tmmv1IQz3EEStm34TLYCzzO5/5nm/59y/4a2w4bel7/3+u5f3/U8n//OrYuiZchOOwj0Ba9aqVIhV3pYtaCaiaS9XQAOgaIG2Vay3InRzTXOx7L5cp5ld3QqAMzo0y+UY4mGhsTfn0REDvO2UloxVNrvKfmN6y4mShrc5TkWG2TkLCeSmRBvzmWg4pPmt3G7sR3+c+ggXxgtqYzDxtws7MNzlQTUlvGJHj3Hg4PLUuCivNHRvhRaL5B7trfGvy9wgEF2MJiINVmMBxCNEyCDER7rRXLux7j/397Z+zYRBFH8hOM4iRIhhIVCQRCCAhqEoKCHhn+Sgoa/gjYlQqJCNEmEEB8iBYkUO7EhvN/sjr262JcO+eJZKd7zfYTcY+/d7OzMm76yyTX/RBSLOf+KqhQoVcPmqayuRQsE2ouApox6MeKbSpY0rwd8WjwJ7Dmvjk6OlUCZqiawsEMU/6rysSZvYztz9seSEwxzUM1xspNPXGPL1T1VA+hqP+LR/BAfgC7J30EqmrUu7Qx0NcjZ2JQGR7RAoI0ImJcFp7koxRy5ZsFwJ/geIRw1XrrytI+kpkCk77cf36uB8hN7q6raocRj09hJZ878XHKCmWICYeN76Wo5nnaqILxD1XDqq/rkzq0d1cPuC/aRwFUWKkt7IiV8MWHBTDGMrbYhoLGu1SGIJo36bMVobuS+GORWyBdD7vX29h35X9Ys45xnwGPImu46CEboINbTUUCWrURoeuTh/f2b29Wb12+ruw+2TUDopmoycexElszpEI0SUv+TKdkEchwLBBYRAaZGvtw/GcbZD8M0yadMiM2NJZQ/VsWO68pLPPotC6ZLWVq9lJsXkWwxexHv/b/+TRaTIiggGIiDiEaifF++eFUdfPlc7e1/qt7t7oq9u1mng7IPIws0RN4wWiDQXgRkY5RxQBOCSdYMEiZnZyMr74POzqOHjy0SvqeyP4h99ephBDUgltyCSSBOpRpQSoOSEy0/e/K8eqqSEh8+vq9+/USyULEACpobS6ZzTaVuLUo3RSHVYI2vgUCbENCb9QLJyIJR+EXOzZXkiVKF1rHY16v9va8iHTSG08Sq6U6XnGAcmqk5mJZYff+KpaxDLgd7h/K9KMBIKngoop2fS2ZRhbRYxnZT0q+KPhBoDwK8ZGmQhRNGevFSRuaIqgw3VMdLLoQ/40MTajuVROn9e6jiUZhP14if5jVpHXlQ9bxTrvL+DKTNN0HJAfaesH6WrKWLowLtW1upHMbgRBqwGxnVBnCvMnJxb1cEAR+/s1yJdoy0AOLQyd3iuWBKpTQaeQaI6rXmvyN/LbsgGEPDWZwvTi6pJ5KX1SVA9aYFJlkzslt0mR1rANiviT4QWEgEfOz6+PY+7x9JUhMfpSXoynVAGo0/C5L9lUuh+a6WnGBKcJxk6GGUTDQCHKmHweDMEuc2N8QsGXyLqr7Ei17+C7EdCCw0ApALY9t7/lgb6zwT6fk4VsXKjvKXNhDbp+VnIX25+BkEU4JpIDrRJJIxK6UGohUSV5oos0vKckYLBNqLQB7vpZO3uBkE54aqG0/J5R7FoYxR0rMxVKWPVBSuuKC2GQQDwXirsXXafc086KtKihwqgpH8I9k0+iFJTECbbECNgdKF8RkItAABfwBkijOW81dTItGwtuT1yXhPMWMI/Xc6Cr5TlPvE0p9zp7GKNAeYcjc1jhHc6qrEK/8DNid1MtKK0qV2YvnLYjsQWBgESvM9vyTLTttUXMXPiCyGlaQ1YsGCySdeci9hwcwEyKdJHARMb77fe/aXx/286AOBtiHQNI7L8V7eV9M16bx/fLyyX9w06pMAAAAASUVORK5CYII=)
Initiating process group processes
The initiating processes determine the nature and scope of the project. If this stage is not performed well, it is unlikely that the project will be successful in meeting the business’ needs. The key project controls needed here are an understanding of the business environment and making sure that all necessary controls are incorporated into the project. Any deficiencies should be reported and a recommendation should be made to fix them.
The initiating stage should include a plan that encompasses the following areas:
- analyzing the business needs/requirements in measurable goals
- reviewing of the current operations
- financial analysis of the costs and benefits including a budget
- stakeholder analysis, including users, and support personnel for the project
- project charter including costs, tasks, deliverables, and schedules
Planning
After the initiation stage, the project is planned to an appropriate level of detail. The main purpose is to plan time, cost and resources adequately to estimate the work needed and to effectively manage risk during project execution. As with the Initiation process group, a failure to adequately plan greatly reduces the project's chances of successfully accomplishing its goals.
Project Planning generally consists of -
- determining how to plan (e.g. by level of detail or rolling wave);
-
- developing the scope statement;
- selecting the planning team;
- identifying deliverables and creating the work breakdown structure;
- identifying the activities needed to complete those deliverables and networking the activities in their logical sequence;
- estimating the resource requirements for the activities;
- estimating time and cost for activities;
- developing the schedule;
- developing the budget;
- risk planning;
- gaining formal approval to begin work.
Additional processes, such as planning for communications and for scope management, identifying roles and responsibilities, determining what to purchase for the project and holding a kick-off meeting are also generally advisable.
For new product development projects, conceptual design of the operation of the final product may be performed concurrent with the project planning activities, and may help to inform the planning team when identifying deliverables and planning activities.
Executing
![](data:image/png;base64,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)
Executing process group processes[26]
Executing consists of the processes used to complete the work defined in the project plan to accomplish the project's requirements.
Monitoring and controlling
![](data:image/png;base64,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)
Monitoring and controlling process group processes
Monitoring and controlling consists of those processes performed to observe project execution so that potential problems can be identified in a timely manner and corrective action can be taken, when necessary, to control the execution of the project. The key benefit is that project performance is observed and measured regularly to identify variances from the project management plan.
Monitoring and controlling includes:
- Measuring the ongoing project activities ('where we are');
- Monitoring the project variables (cost, effort, scope, etc.) against the project management plan and the project performance baseline (where we should be);
- Identify corrective actions to address issues and risks properly (How can we get on track again);
- Influencing the factors that could circumvent integrated change control so only approved changes are implemented.
In multi-phase projects, the monitoring and control process also provides feedback between project phases, in order to implement corrective or preventive actions to bring the project into compliance with the project management plan.
Project maintenance is an ongoing process, and it includes:
- Continuing support of end-users
- Correction of errors
- Updates of the software over time
![](data:image/png;base64,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)
Monitoring and controlling cycle
In this stage, auditors should pay attention to how effectively and quickly user problems are resolved.
Over the course of any construction project, the work scope may change. Change is a normal and expected part of the construction process. Changes can be the result of necessary design modifications, differing site conditions, material availability, contractor-requested changes, value engineering and impacts from third parties, to name a few. Beyond executing the change in the field, the change normally needs to be documented to show what was actually constructed. This is referred to as change management. Hence, the owner usually requires a final record to show all changes or, more specifically, any change that modifies the tangible portions of the finished work. The record is made on the contract documents – usually, but not necessarily limited to, the design drawings. The end product of this effort is what the industry terms as-built drawings, or more simply, “as built.” The requirement for providing them is a norm in construction contracts. Construction document management is a highly important task undertaken with the aid an online or desktop software system, or maintained through physical documentation. The increasing legality pertaining to the construction industries maintenance of correct documentation has caused the increase in the need for document management systems.
When changes are introduced to the project, the viability of the project has to be re-assessed. It is important not to lose sight of the initial goals and targets of the projects. When the changes accumulate, the forecasted result may not justify the original proposed investment in the project. Successful project management identifies these components, and tracks and monitors progress so as to stay within time and budget frames already outlined at the commencement of the project.
Closing
![](data:image/png;base64,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)
Closing process group processes.
Closing includes the formal acceptance of the project and the ending thereof. Administrative activities include the archiving of the files and documenting lessons learned.
This phase consists of:
- Contract closure: Complete and settle each contract (including the resolution of any open items) and close each contract applicable to the project or project phase.
- Project close: Finalize all activities across all of the process groups to formally close the project or a project phase
Also included in this phase is the Post Implementation Review. This is a vital phase of the project for the project team to learn from experiences and apply to future projects. Normally a Post Implementation Review consists of looking at things that went well and analyzing things that went badly on the project to come up with lessons learned.
Project controlling and project control systems
Project controlling should be established as an independent function in project management. It implements verification and controlling function during the processing of a project in order to reinforce the defined performance and formal goals.] The tasks of project controlling are also:
- the creation of infrastructure for the supply of the right information and its update
- the establishment of a way to communicate disparities of project parameters
- the development of project information technology based on an intranet or the determination of a project key performance indicator system (KPI)
- divergence analyses and generation of proposals for potential project regulations
- the establishment of methods to accomplish an appropriate project structure, project workflow organization, project control and governance
- creation of transparency among the project parameters
Fulfillment and implementation of these tasks can be achieved by applying specific methods and instruments of project controlling. The following methods of project controlling can be applied:
- investment analysis
- cost–benefit analysis
- value benefit analysis
- expert surveys
- simulation calculations
- risk-profile analysis
- surcharge calculations
- milestone trend analysis
- cost trend analysis
- target/actual-comparison
Project control is that element of a project that keeps it on-track, on-time and within budget.[29] Project control begins early in the project with planning and ends late in the project with post-implementation review, having a thorough involvement of each step in the process. Projects may be audited or reviewed while the project is in progress. Formal audits are generally risk or compliance-based and management will direct the objectives of the audit. An examination may include a comparison of approved project management processes with how the project is actually being managed. Each project should be assessed for the appropriate level of control needed: too much control is too time consuming, too little control is very risky. If project control is not implemented correctly, the cost to the business should be clarified in terms of errors and fixes.
Control systems are needed for cost, risk, quality, communication, time, change, procurement, and human resources. In addition, auditors should consider how important the projects are to the financial statements, how reliant the stakeholders are on controls, and how many controls exist. Auditors should review the development process and procedures for how they are implemented. The process of development and the quality of the final product may also be assessed if needed or requested. A business may want the auditing firm to be involved throughout the process to catch problems earlier on so that they can be fixed more easily. An auditor can serve as a controls consultant as part of the development team or as an independent auditor as part of an audit.
Businesses sometimes use formal systems development processes. These help assure that systems are developed successfully. A formal process is more effective in creating strong controls, and auditors should review this process to confirm that it is well designed and is followed in practice. A good formal systems development plan outlines:
- A strategy to align development with the organization’s broader objectives
- Standards for new systems
- Project management policies for timing and budgeting
- Procedures describing the process
- Evaluation of quality of change
GO BACK