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)
a.
Find the values of a, b, c and d
![](data:image/png;base64,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)
Question 2
Draw the minimum spanning tree using the
vertices given in the diagram below
![](data:image/png;base64,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)
Question 3
By choosing a suitable substitution, find the
exact value of
![](data:image/png;base64,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)
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)
The
above diagram shows a sketch of part of the curve C with equation y=x ln x,
x>0. The Line l is the normal to C at the point P(e,e)
The
region R shown shaded in the diagram, is bounded by the curve C, the line l and
the x-axis
Find
the exact area of R in terms of e
The exact are of R can be found easily
through this
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAYIAAAD3CAYAAAAQYlNPAAAgAElEQVR4Ae2dC3X0RrNFQ8EYQsEcAsEYfgpmEAZmEARGEAImEAbm4Js9X851uS2NpRm9tXutsaR+VFXvHteRNK/fPiwSkIAEJHBqAr+devZOXgISkIAEPhQCnwQSkIAETk5AITj5E8DpS0ACElAIfA5IQAISODkBheDkTwCnLwEJSEAh8DkggY0S+P333z9++637X/R///vfpe3vv//eaPTdYb2/v38k9r65dY+crjYxPDw8XBgSD3VnLt3PsjMTce6HJfD29vbBP//QQoJYM9Hi+/HxsTdcEmlNYE9PTx8vLy+9/a81wAU+KYjQtXKrL5gylvLHH39cczFLG7xgmuTPMXO9xu0nFrMEurBRhWBh4LrbB4GIRk20S0f+119/fTw/P3e6/eeff66KROeggZX4vSZAA8186wbLVnC+dZq54s8//7wk/uqGuj5RmotF9b+FfYVgC6tgDLMT4J+dM2j+sSlJ9JwJUkeCSvLjTJy+edQzwiQS2tivBTv0pQ27SeKcfWKfREjCoZ1ETiGOjKE/fVPYf319zeGXLb5inwZsJk78MBfOvGMf//hkDH0zNnON33CiD4/UV+fVF/XxQT1+wriOoU9stnbx0cenMoUdcxszvxoD+zBq42POuUqp/ftY4J/+1+aLncwL7sy/j031uda+QrAWef0uToDkmATMP3kSAEmbf27+sVNIwO1ZIskzNtp2Eir/6Gwp9MMu/ZIEGZ8kRh9iYQz9KLQnQXNM0qJ/VyHJVJFgP0k7fomBOcZnhKGNHZ81OXLMuL5SfdEHu5kD22qr2oANMdWCrT4+tMGHdkqYjp1f/MVPy5R17ptvFwviCOvEGB/Z4ov5wgYbEbG0b237+czfWmTGI4GJCeSMOWb5B+UflUJSrkmKtiQ32kkeCAX9eJAIkgxoZ2xNgBwngdWx9E3BR7XBPomFgo823oxjSxt9Ukhk1T926nj208688J1Ckqq2auzpU7ddvhgTEax96z7jqt+09fFpmdaEPWZ+8cMYbNbCvFnXrFVtY79l0fplzvUEoh0Pc9i34tP2W/tYIVh7BfS/CAH+gWvSxWlNXvzD1iTVJoD8w/NPzz82Sa3+c0cksJu+7FPwTRJrC3W0UbDF2W9sEk8bb8Z3iQTx1mTOXIix2s54xC9JG39VMBJH+nZtW1/0YR7UR2y6xjHfrvY+PpVp4krCHjq/Gge+23XATluXMfGZY7YwrevCcU4mar/sI7qs69aLQrD1FTK+SQjwD8uDf3z+wXnUMzn+mUkUtFNoow91ucwn0VGoJxnUxEt/kit9aavJpSati4H//iQxYoeEgQ3GkxjbeOs4/GRsEnrG5iqGWNPWJtrMDR+tLY4zz7CovtmvvrCR5N6VaOtYxlVmaevjEz/hnbgYN3R+8cEWtrHJcZI09V2liwXzTeKnnSQP364Cj/igb9amq+/adQrB2iug/0UI5B8ySatNjiSj9n40SaMmQ5IvdZxBt//U9Et/kkUdV5NWnSyxMAa7JDv852yzjbeOS0KrPhgbO9jCbgr9iCmF+ImJfq0tEjW2eIRVxmVbfSXOcCHhdZUkza62a3zwhW2SL/FSxsyv9VfjhVefCDCuiwW+6/PgGqOsD1vmcc1XG+fSx5/PlqU9608CByBAYkjyznRItH1nielztm09kz7b3PcwX4VgD6tkjJslwJluzq4JElGo99w3G/iCgSGWMOk7e14wFF31EFAIesBYLYEhBEhy3Lbg9gWPn243DLF5tD5wyW2So83tKPNRCI6yks5DAhKQwI0EFIIbwTlMAhKQwFEIKARHWUnnIQEJSOBGAgrBjeAcJgEJSOAoBBSCo6yk85CABCRwIwGF4EZwDpOABCRwFAIKwVFW0nlIQAISuJGAQnAjOIdJQAISOAoBheAoK+k8JCABCdxIQCG4EZzDJCABCRyFgEJwlJV0HhKQgARuJKAQ3AjOYRKQgASOQkAhOMpKOg8JSEACNxJQCG4E5zAJSOCTQH5kp++HaT57urdFAgrBFlfFmCSwQwJ8BbdCsMOF+zdkhWCf62bUEtgcAYVgc0syOCCFYDAqO0pgmwRyWya/S8xZOT8Gk+MaNXX5EZ2ubd8ZPb+8xu/u8ju+/PYu++0vjlUh4BfJ0octj67f7B1it8bv/jwEFIJ5uGpVAosRILmTlEnEKfx8Jkl7ikICRyD4JTZ+aQw//DJbW6oQ0D9CQD/GtsI01G7rx+PpCSgE0zPVogQWJ0DS5wyfQpKe46chERvO9LtEAL+tECQe2hCBVgiop/xk91cv/85JQCGYk662JbAgAc7AEQQSbt/VAG1dt4RS13driGm8vLxczvL7pnSrEPxkt8+f9dMRUAimY6klCaxKgET8+vp6SdhTB8JZexI2YsF+W+Kfevq0VwRdVylD7LZ+PJ6egEIwPVMtSmAVApzt89pA362bW4PiSiNJnG3XC78kdBI/bRRuIXHMi8F5cZnj+oLxELu3xuy4cQQUgnG87C2BzRJI0t1sgAa2WQIKwWaXxsAkMJwAt2o4K7dI4BYCCsEt1BwjgY0Q4DUBbrEoAhtZkJ2GoRDsdOEMWwISkMBUBBSCqUhqRwISkMBOCSgEO104w5aABCQwFQGFYCqS2pGABCSwUwIKwU4XzrAlIAEJTEVAIZiKpHYkIAEJ7JSAQrDThTNsCUhAAlMRUAimIqkdCUhAAjsloBDsdOEMWwISkMBUBBSCqUhqRwISkMBOCSgEO104w5aABCQwFQGFYCqS2pGABCSwUwIKwU4XzrAlIAEJTEVgEiG49vN3+dm8+mtFUwU/pR1+XWmKb3DkO+GZ85xlqljnjFHbEpDAfghMIgQkv/xGak2E/FxdFYn9YNlupPBFVKcQre3O0sgkIIElCUwiBDXgKgSpRyS2fkWQWPew9YpgD6tkjBLYD4FFhSA/aI0o5AoiIkEdCa6r5CyYPuxTMi5t2K7204+++f1UxvedSdOH8ZRqs+82D7bqI/6SpGss8Ul//FDqlVLa2WZ87XsZUP7UPvTDFmMTT+ZxzUYx564EJHByAosKQRJ9EhnsSVYRBerbxJuET9+6n6SXJFrb6EvCpS3Jlbq6z3EKfrFHAsVOkjo22ngYQ3vqq80ICHUUbGXOHCdB1zGJm7rMKf4rG8anJF6OIzjYYb/6S4wZ51YCEpBAF4FFhSABkKxIUkliSYBskwTTN9uaKKlLAu1qj72aCJOka6LMWLb1ioB9Hn0Fu4mTuGpf7FOXUttSn1gSJ1tY0F7jS31sZdv6qMfsY4tS55+xbiUgAQm0BFYXgpoo2+ByTEIkedbkX/fp1ybRjI3Y0N7Xh77EkQTKcewn4VNXC/2TyOmbUpMydSRj/NIn9rHZlaTb+MYIQWxjA/vxmbjcSkACEugjsKoQEBTJribFNvHW5JjkzLi6X4/pn2Ps1qRbbV06lT8RAuySzGOjS6iwm8RbTFx2WyHAHjYSF53YZ9605Rh7bXxDhIBxbYwcZw4XB/6RgAQkcIXApEJAAiJ58aiJKHW0k5hzTOJLQk9dkmONOW2xny317KeQFNOXLaXWZVwrNsSacfSvxzWBxw9CkP7Z0q/ODTsp2Gt9Vhu01zjpm1ixf40J7W3BNg+LBCQggSEEvmeRIaNO3qcryXbVrYWJWLrEY6149CsBCWybgEIwcn1yBVOHcTbfdeVQ+yy53159LOlbXxKQwP4IKAQ3rBln3LklxJZbO2uXCFTfraS149O/BCSwXQIKwXbXxsgkIAEJLEJAIVgEs04kIAEJbJeAQrDdtTEyCUhAAosQUAgWwawTCUhAAtsloBBsd22MTAISkMAiBBSCRTDrRAISkMB2CSgE210bI5OABCSwCAGFYBHMOpGABCSwXQIKwXbXxsgkIAEJLEJAIVgEs04kIAEJbJeAQrDdtTEyCQwiwNeLPDw8fLy+vl6+84p9iwTGEFAIxtCyrwQ2SIAvPeTBd17xPVhb+ibcDeIypA4CCkEHFKsksDcC7+/vX36bY2/xG++6BBSCdfnrXQKjCfCV59z+yS0grgCen58/Hh8fP97e3i6P0UYdcGoCCsGpl9/J740At4D49TquAEj8FAQBAXh5ebns02aRwBgCCsEYWvaVwMoE+NEhEr5FAlMSUAimpKktCcxMgKsBrgosEpiSgEIwJU1tSWBGAtzy4RfovPUzI+STmlYITrrwTnt/BLgSQAgsEpiagM+qqYlqTwIzEeDdQgrBTHBPblYhOPkTwOnvhwBvE807hdaMmk8w86L1T7eohvZbcy76/kVAIfCZIIGdEEAI+PTwlIWEPuYqg6sSxgwtvK2VmH8SjdYeY4jLF8ZbMvMcKwTzcNWqBCYn8PT0NLkQEORQIeA7jXjX0tiCgPEYW4bGNdau/b8TUAi+M7FGApskwFny1FcETHRowiWZ8wnmsSVfijdmHGPmmOuYGM7UVyE402o7110TGCsE3I7hNYW8rpAXm0mytUQIuI3Dp5S58iDhU8/Y3NbBP/f928KtIsZhNzbwVUs+/Vzr2n3G0I8HNutVxBAfrT2PhxNQCIazsqcEViVAIh5zRk5iJYmTWEmqfff2IwRMjn7c/iGhM7Z+gA3/7T17+lEX8aBPhKPC6hpb2xEY4ox9BCj7Q31Ue+6PI6AQjONlbwmsRiAJfWwACACJuq+0QkDSTqkJvO6nPVtEB9HoEgH6XBtLO4m/XkV02frJB3YstxFQCG7j5igJLE6AhF1vlwwNABGYSgi6bg0RR77wri8mRIwz+77C3CIiXAnkdlbt/5OP2tf9cQQUgnG87C2B1QjcIgRcDXAmTSLmHn49685EahJGaNorgiR/2rpuTWEzSZok3n4pHn7xf60QA/0Yjw9iwC51lJ98XLNt288EFIKfGdlDApsgMEYIOPsm+Sbxc4bNI2fdmRBCgV2uGDKGY8bxYD9JnKTc3rKhLeLAluP2zB8B+elKJnFgg/GJgTiH+Mh83N5GQCG4jZujJLA4gZocF3f+n0PEgaQ9tJDUObtvBWjoePstQ0AhWIazXiRwNwGEIO+kudvYHQa4VTREDNJPEbgD9kJDFYKFQOtGAvcQQAC2IgT3zMOx2ySgEGxzXYxKAl8IRAjy4umXRg8kcCcBheBOgA6XwBIEIgRL+NLH+QgoBOdbc2e8QwK8SNv13vodTsWQN0hAIdjgohiSBFoCvP2yfiiMY95WyQORsEjgHgIKwT30HCuBhQjwLp18UAsRyGcCeHsm7+23SOAeAgrBPfQcK4GFCJDs80Jx3ce9QrDQIhzYjUJw4MV1avsmwAvEfNKWbb72gffk19cK8l79fc/U6NcmoBCsvQL6l0APgXzVQm4D0Q0h4AqAbW4LIRQWCdxDQCG4h55jJbACAa4S+HAZguALxSsswAFdKgQHXFSnJAEJSGAMAYVgDC37SkACEjggAYXggIvqlCQgAQmMIaAQjKFlXwlIQAIHJKAQHHBRnZIEJCCBMQQUgjG07CsBCUjggAQUggMuqlOSgAQkMIaAQjCGln0lIAEJHJCAQnDARXVKEpCABMYQUAjG0LKvBCQggQMSUAgOuKhOSQISkMAYAgrBGFr2lYAEJHBAAgrBARfVKUlAAhIYQ2AWIeCbEaf6VkR+jYlfZxpT+FreLf9YB3zyIyNj5mVfCUhAAnMQmFwIEACScH5I456gsUXSHCsEQ30iGFMJ1jWfc8V/zadtEpCABIYSmFwISHok2KnOem+5Ihg6ecRqbiHgzB8WFglIQAJbJTBphiLpkbgpXT+akcRLYuSRviRj2hAR6uttnQhBrg5ozy8ytX0DOfY4TiLOljHs4499HuxT8JW6KhCpyzZn+BwnZvrX8disPulLn9RdHP77h7rY7Zp3bCbGjHMrAQlIYCoCkwpBEh3BkcBq8krCJOlRctVQEyH7FBIi4ylsk3gZU22mz6Xjf39iN/3aJEt9/NR96jImyZotvuOn9iFGbKcN9xwzpu7H1qXyvz5hQFt80o6vxJS4sd/aiC23EpCABKYgMKkQkMSSwLJNYiTYJLkEnuOaYGmrxyTCCAFtjMkVQU3CtKXU8W0SZXzGxT/j8JGYs8VP9Y/detZOvzo/7ESI0tb6r8fYTiyMpTCOUv1mTOvr0tE/EpCABO4kMJkQkKRIlLXUM3vqa+KtxzVxU1+Pa0JMG0mbPn2JsY5PEmUs5ZoQtEn514hfVygRh+ozyb72wz4lba3/etzOLePY1raMqb7pY5GABCQwBYHJhKCetScwklk9gyZJpl+SG31J3DkT5rgKRk2ItFGwmYT7q+br31uEIDEk2XKcK4JcgXz18pnsqadPnesQIcjVQ3xyHD513mGVfm0cHktAAhK4h8AkQkACJPHVRJjkRT0PkhzJm0etI/gk7tQnGSY5U09iTGG/HqeebZIrY7ATm8RWj7Gd48SNzfSP0NS6tDE2c6YupdZln7aMq7bis84xPmtdHVN9xadbCUhAAvcS+Mxi91oaMJ5ER5JrC3VJgm1b1zHJcamzY3y1pauu7eOxBCQggb0Q2KUQ5Iphbsi5qql+uOLoErPax30JSEACeyKwmBDkNgy3N0imKe2tnNS32yRlxi91NUAM7a2ZMVcu7Rw8loAEJLBFAosJwRYnb0wSkIAEJPDv65hCkIAEJCCBcxNQCM69/s5eAhKQgFcEPgckIAEJnJ2AVwRnfwY4fwlI4PQEFILTPwUEIAEJnJ2AQnD2Z4Dzl4AETk9AITj9U0AAEpDA2QkoBGd/Bjh/CUjg9AQUgtM/BQQgAQmcnYBCcPZngPOXgAROT0AhOP1TQAASkMDZCSgEZ38GOP/VCby/v388Pz9ffreC36lY8ksV1548c+WLHPkySb/Qcb3VUAjWY69nCVwI8A28+Wp1kmH9dt4gQiDuSZSvr68XH4hOX6GNOOi7VOHbfflad3w/PDws5VY/DQGFoAHioQTWJMCVQVdBHG4VAhJthKbLdltH36V/cwMh8Aef2pVY7lghWI61niRwlcDLy8vlzLir061CwK2X/Cxql92uOpIyY9guUfDD3C3rEVAI1mOv5xMRINk9Pj5eHkybM+76I0u5PULi7jobr0KQsZxBc5WAnb4zfvq0Vxk/xUJ82JsqOb+9vV1u+yQObFdxih/mdabXR+C8laIQbGUljOPQBJLouQ9Ocq6JmyRPMs+D47ZUIaANAeBBUifRMrar0Ke9538tltggOT89PeXwri22qhjgPwUWmXffHNLX7XwEup898/nTsgROTQABuCXBdgkBSTSlL4kiBF3CwrhrsbT+4ueeLVcBOfu/x45jpyegEEzPVIsS6CWACGxFCK7FMrUQcOWiEPQ+LVZvUAhWXwIDOAsBzsC5LcLtob7XAvpYkJh5jSGFM/32ioBk25auW0P0+SmWKW8NEReiQ7y5QuFWkWU7BBSC7ayFkRyUQO6P5954XjTuStx9CDib5vYPCRo77CMo2Capc9x1pUHyzYu02B4aCzanuI2DDWLHL+JHzNi2bIuAQrCt9TAaCUxKgORLIh4jOvQdO2bSoDW2OAGFYHHkOpTAsgS4ghhzFk7fXL0sG+m03hA05sJVCFdMuTKZ1ssxrCkEx1hHZyGBqwTyFRPXOiVxtm83vTZmjTZeZxhSuAXH7TKuipgbx2wt3wkoBN+ZWCMBCWyYwBAh4LURb28NX0SFYDgre0pAAhsgMEQIEIEj3N5aCrdCsBRp/UhAApMQ+EkIeIcSrwl4G2g4boVgOCt7SuAmAiSlvT7aCfN5hmtzqZ9tYOy1vn1trU9s9vWlnphq4TWO+pmL2uZ+NwGFoJuLtRKQwEYJ/HRFwGcXfuqz0amtFpZCsBp6HUtAArcQ+CnJ59YQW8rUX5dxS8xbH6MQbH2FjE8CEvhC4CchoDOfps7nB9hO8SnpL0Ec7EAhONiCOp3zEOBdMbw7hvvk3BPPGfAeCPBCLrG39/eHxD5ECIbYsc8nAYXgk4V7EtgNARIoyT8fliI5dn3X0FYnxCd+bxWCrc5pz3EpBHtePWOXwH8EeGfNXs6UeVdP4r3lisBFn56AQjA9Uy1KYHECnGG3b91cPIgBDrklFMFiqxAMgLZAF4VgAci6kMCcBHKbaA8foMp3/8AjQrCnW1pzruOathWCNenrWwJ3EuAFYhLqHkQAwer7YNidGBx+JwGF4E6ADpfAWgR4oXjP36iZK4K1+On3k4BC8MnCPQnsigCJtL5ldG9fq0D8fjHcNp5yCsE21sEoJDCKAAm0vc2yJyFI/HzYy7I+AYVg/TUwAglIQAKrElAIVsWvcwlIQALrE1AI1l8DI5CABCSwKgGFYFX8OpeABCSwPgGFYP01MAIJSEACqxJQCFbFr3MJSEAC6xNQCNZfAyOQgAQksCoBhWBV/DqXgAQksD4BhWD9NTACCUhAAqsSUAhWxa9zCUhAAusTUAjWXwMjkIAEJLAqAYVgVfw6l4AEJLA+gUmEgG8RrF+ANcW0+IpdbKbUbyps29KHbe1X67e4z/ez87utKfVXpvi1KY6nKNVua29PvNrYPZaABKYh8Jlp77SX3yCNGZLcVF8xSyJDFGIvohNf2bb9Ur/FbcSsCkHizDcz3iMEGcu6wGsPP2OY+buVgASWJTCbEEx9plntJYl2oar9utq3VNdeEdTY7rkiaO0iCgpBpeu+BCRQCcwiBCTjnLWzXwtnwDlDzdkqxyT3nAmzbZNZTfBDhCD+awKscWEjJX3ZpiQW6upZexJ0Ysdm4qFvl906PvbZXptj/NAvcbOlxDf+iLMWbFKfB8cRgtjJ1QLjiI0+lNjNmEulfyQggcMT+Mx8d06VJJJEhSn22yQVFySfJEz61MTEcRJrTaDVXtpjr26T7KhLUqR/kiH1+IjtmggZyzzoz34KY+M/CTb9OI6tjGdctcv4OsfYJb6MpR1bYYb9jMmWcbQntnBgW0u1S31sU1/bsINP6iixy7b6vDT6RwISOCyBVYSAJEOio7AlGVEiAuzXhMUxySlJMgmQ+rbUfrTlmISLn/rAThJxtUNMiS/1iZH6JMnEkUSceaW++iKOtlybY/zEb8bio9plP4k8fVq7iYt22qrNKljEWNtiz60EJHBsAqsIAckoiZGEl2Rdk2+bzNKH5Uii7Vqa2o92jmOLbS19dpKEa98kyNqW8WwpSbipr+O79hNX2mrs+MFnTdT0i4+M6dq2dusY2jIXxrb2qaOdWCwSkMA5CKwiBKAl2ZDsSJqc6ddkRXubzGqSvJZoa79qA/v17J9jCnXEkcJ+kmUSPMfpT3v2E0f6UR9b2E0/bNf9+KrxUVdjr35q4oYVx/HJMXZqae3WuGir9qoQVD61T7XtvgQkcDwCkwgBCYzEkQeYSD4c1+RS8dHOuBT6JqElwVJHn9hKH7Y8+mynnW0tNc4k7OqL/okhCZe6xFnrGF/91BjpR6ntsZt4qt92jtUWfmrcjK++E1vssq22YZQ46jjqq13G1GP6WiQggXMQ+JopzzFnZykBCUhAAoWAQlBguCsBCUjgjAQUgjOuunOWgAQkUAgoBAWGuxKQgATOSEAhOOOqO2cJSEAChYBCUGC4KwEJSOCMBBSCM666c5aABCRQCCgEBYa7EpCABM5IQCE446o7ZwlIQAKFgEJQYLgrAQlI4IwEFIIzrrpzloAEJFAIKAQFhrsSkIAEzkhAITjjqjtnCUhAAoWAQlBguCsBCUjgjAQUgjOuunNejQBfR56vBvervldbBh03BBSCBoiHEpiTwNPT08fb29vldy+6fksivt/f3z+en5///+dZ+Y2LCMjj4+PFRvpmm9+xyPGQ7evr6+X3PvB3rQztd81GVxt+EcSHh4cvzdQplF+QzHqgEMyKV+MS6CbAlQHJtauQHBEJBINCX5I/Px6UNgSlq/AjREML4oJ4DC3EQ1w/icYYe4jdy8vL5ceT2nFj42vHezycwPBnzXCb9pSABK4QIKH2iQDDSM75lbsuM5wp911NDBUCRIUrjLFljjN1hK4vbuZJu2VeAgrBvHy1fkICJHESG8mes2fO5nPmzXGSfN+tD8ZeO+vG1rWxIEdsuN3ClQNn3dgkjthlPPVtwTbjEIrYSLz0pb69jdPaGHt8TQjw3Xf1M9aP/fsJKAT9bGyRwE0EuNXBgwRWb/FgjGOSMo+us/rcBupznPYk9LYfdlNI9pz1k9Dpz37OrvHdXpXQj/aIB326/CAE9J2q4LPGXe1GjGqd+9MT+HzWTG9bixI4LQHOnEluYxMmSbFLIACJrb7kHNA1oSIE1Rb7VQiyn7HZchaOaHSJAH2qnYxhi+++R42jjmH/mhDQXufEsWV6AgrB9Ey1KIFL0iaBTSUECEu9tdOHuCbNW4WAq5lrt3/6hKAvpp/qFYKfCM3frhDMz1gPJyNA8udeO7dYSMYk1qGFpEjCbwvJt4pKVx/GIAQ5k+8SgtwOwl72qy+uBiIExNIV+9S3hoijCliNhzlfE6Xa1/3bCSgEt7NzpAS+EcjrAiTjJLj6Yuu3AR0VNZnTzHjq6qNLCBAf+hBDEijHjI+NJFVEon2xmLbUse1K+FO/WIwg4Yc4uR0V/8FC3MzHMi8BhWBevlqXwGgCJPSuM/HRhq4MIKFfex2gbygCwmOpMvVtqKXi3psfhWBvK2a8hyfA1UR7K2iOSXO2jegMLVxlEFduPQ0dd2u/sfEN9cOVGldUucJqr0KG2jlSP4XgSKvpXA5DgGRLguq6jz/lJLE/RAzSbykRGHvlgUANKcyDW1GIDIWtQvDva0tD4NlHAhKQwJYJDBECRAwRmPu225Y59cWmEPSRsV4CEtgNgSFCwNk/r4tYvhNQCL4zsUYCEtgZgSFCwLuPvA3UvbAKQTcXayVwE4G8AOn269tdp+BRFyQfQuuz2/XOJl4gnvs1lxrjnvYVgj2tlrFKQAKdBIZcEfD6AAJi+U5AIfjOxBoJSGBnBIYIAbeG8uE0Xjjm3bEu5HEAAAFASURBVFJeIfxaaIVgZ094w5WABL4TGCIEfA6ifn6A/aXeDvs94m3VKATbWg+jkcBiBEiM3GM/QhkiBEeY51xzOMazYC462pXAQQlwJsxtkqMIwUGXabFpKQSLodaRBLZDgLdR5p0324nKSNYioBCsRV6/EliJAAKQ99N7RbDSImzMrUKwsQUxHAnMSYBbQvV+OkKQd9DM6Vfb2yagEGx7fYxOApMS4INWJP/2UcVhUoca2wUBhWAXy2SQEpiHgLeG5uG6N6sKwd5WzHglMCEBhIAfqbGcm4BCcO71d/YnJsAnaxGCfNr2xChOP3WF4PRPAQFIQAJnJ6AQnP0Z4PwlIIHTE1AITv8UEIAEJHB2AgrB2Z8Bzl8CEjg9AYXg9E8BAUhAAmcnoBCc/Rng/CUggdMTUAhO/xQQgAQkcHYC/wf/Ah//t9RBTgAAAABJRU5ErkJggg==)
Question
5
1. Hence, or otherwise, find the value of a
The value of a is only 2 because there
are only one variable
2. Calculate the change in the number of
juvenile Chimpanzees in the first year of the study according to this model
According to the given formula, the
change in number will be about
3. Given that the number of juvenile
chimpanzees is known to be in decline in the country
Yes, according to the given scenario, the
number of chimpanzees are decline. The main reason is that there are different
types of factors are affecting the area. Due to this, the rate was declining
4. Comment on the short-term stability of
this model
The short term stability of this model is
clear and accurate. It is also giving
proper information about the given model.
Question
6
A
college decided to invest in new furniture. There are two type of table
available.
The
Octo seats 8 people and occupies 7 meter square floor space.
The
Quattro seats 4 people and occupies 3 meter square of floor space.
The
collage needs seating for at least 480 people
There
is 600 meter square of floor space available
There
needs to be at least as many Quattros as Octos
There
must be at least 30 Octos
a. 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)