Hard Further Maths Linear programming (graphical) Questions

Challenging, exam-style Further Maths Linear programming (graphical) questions with worked solutions. Stretch yourself on the hardest linear-programming, vertex-method, feasible-region, integer-solutions problems.

linear-programmingvertex-methodfeasible-regioninteger-solutionsbinding-constraintsslack
Further Maths34 questionsStep-by-step solutions
Question 1
9 markschallenging
The feasible region RR is defined by the constraints 5x+5y345x+5y\le34, 3xy03x-y\ge0, 2xy02x-y\ge0, x0x\ge0 and y0y\ge0. The objective line method (the "ruler method") is used to maximise P=x+6yP=x+6y over RR. Which one of the following statements about the objective line method is correct?
Show worked solution

Worked solution

  1. Write down the constraints

    5x+5y34,3xy0,2xy0,x0,y05x+5y\le34,\quad 3x-y\ge0,\quad 2x-y\ge0,\quad x\ge0,\quad y\ge0

    The feasible region is the set of points satisfying all of these inequalities at once.

  2. State the objective function

    P=x+6y(maximise)P=x+6y\quad\text{(maximise)}

    The objective is the linear expression to be maximised.

  3. Recall the vertex (extreme point) theorem

    a linear objective attains its optimum at a vertex of the feasible region\text{a linear objective attains its optimum at a vertex of the feasible region}

    So it is enough to test the corners of the region rather than every point of it.

  4. Solve 5x+5y=345x+5y=34 and 2xy=02x-y=0 simultaneously

    5x+5y=34,2xy=0    (3415,6815)5x+5y=34,\quad 2x-y=0\;\Rightarrow\;\left(\frac{34}{15},\frac{68}{15}\right)

    This intersection satisfies every constraint, so (3415,6815)\left(\frac{34}{15},\frac{68}{15}\right) is a vertex of RR.

  5. Solve 5x+5y=345x+5y=34 and y=0y=0 simultaneously

    5x+5y=34,y=0    (345,0)5x+5y=34,\quad y=0\;\Rightarrow\;\left(\frac{34}{5},0\right)

    This intersection satisfies every constraint, so (345,0)\left(\frac{34}{5},0\right) is a vertex of RR.

  6. Solve 3xy=03x-y=0 and 2xy=02x-y=0 simultaneously

    3xy=0,2xy=0    (0,0)3x-y=0,\quad 2x-y=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  7. Solve 3xy=03x-y=0 and x=0x=0 simultaneously

    3xy=0,x=0    (0,0)3x-y=0,\quad x=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  8. Solve 3xy=03x-y=0 and y=0y=0 simultaneously

    3xy=0,y=0    (0,0)3x-y=0,\quad y=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  9. Solve 2xy=02x-y=0 and x=0x=0 simultaneously

    2xy=0,x=0    (0,0)2x-y=0,\quad x=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  10. Solve 2xy=02x-y=0 and y=0y=0 simultaneously

    2xy=0,y=0    (0,0)2x-y=0,\quad y=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  11. Solve x=0x=0 and y=0y=0 simultaneously

    x=0,y=0    (0,0)x=0,\quad y=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  12. List the vertices of the feasible region

    (0,0),(3415,6815),(345,0)\left(0,0\right),\quad \left(\frac{34}{15},\frac{68}{15}\right),\quad \left(\frac{34}{5},0\right)

    The feasible region is a convex polygon with these 3 corners.

  13. Evaluate PP at (0,0)\left(0,0\right)

    P=(0)+6(0)=0P=\left(0\right)+6\left(0\right)=0

    The objective is evaluated by substituting the coordinates of the vertex.

  14. Evaluate PP at (3415,6815)\left(\frac{34}{15},\frac{68}{15}\right)

    P=(3415)+6(6815)=44215P=\left(\frac{34}{15}\right)+6\left(\frac{68}{15}\right)=\frac{442}{15}

    The objective is evaluated by substituting the coordinates of the vertex.

  15. Evaluate PP at (345,0)\left(\frac{34}{5},0\right)

    P=(345)+6(0)=345P=\left(\frac{34}{5}\right)+6\left(0\right)=\frac{34}{5}

    The objective is evaluated by substituting the coordinates of the vertex.

  16. Collect the values of the objective at every vertex

    P(0,0)=0,P(3415,6815)=44215,P(345,0)=345P\left(0,0\right)=0,\quad P\left(\frac{34}{15},\frac{68}{15}\right)=\frac{442}{15},\quad P\left(\frac{34}{5},0\right)=\frac{34}{5}

    Every corner of the region has now been tested.

  17. Compare the values and select the largest

    max{0,44215,345}=44215at (3415,6815)\max\left\{0,\frac{442}{15},\frac{34}{5}\right\}=\frac{442}{15}\quad\text{at }\left(\frac{34}{15},\frac{68}{15}\right)

    No other vertex gives a larger value, so the optimum is unique.

  18. Select the correct statement about the objective line

    y=16x+P6m=16(optimum at (3415,6815))y=-\frac{1}{6}x+\frac{P}{6}\quad\Rightarrow\quad m=-\frac{1}{6}\quad\text{(optimum at }\left(\frac{34}{15},\frac{68}{15}\right)\text{)}

    Rearranging P=x+6yP=x+6y gives y=16x+P6y=-\frac{1}{6}x+\frac{P}{6}, so every objective line has gradient 16-\frac{1}{6}.

Answer
m=16, translate away from the originm=-\frac{1}{6}\text{, translate away from the origin}
Question 2
9 markschallenging
The feasible region RR is defined by the constraints 5x+5y375x+5y\le37, x+3y21x+3y\le21, 5x+y285x+y\le28, x0x\ge0 and y0y\ge0. The objective P=3x+6yP=3x+6y is to be maximised at a point of RR at which xx and yy must both be integers. Which one of the following is the optimal integer point?
Show worked solution

Worked solution

  1. Write down the constraints

    5x+5y37,x+3y21,5x+y28,x0,y05x+5y\le37,\quad x+3y\le21,\quad 5x+y\le28,\quad x\ge0,\quad y\ge0

    The feasible region is the set of points satisfying all of these inequalities at once.

  2. State the objective function

    P=3x+6y(maximise)P=3x+6y\quad\text{(maximise)}

    The objective is the linear expression to be maximised.

  3. Note that xx and yy must be integers

    x,yZ0x,y\in\mathbb{Z}_{\ge0}

    The optimum must be an integer point of RR, so the continuous optimum is only a starting point.

  4. Solve 5x+5y=375x+5y=37 and x+3y=21x+3y=21 simultaneously

    5x+5y=37,x+3y=21    (35,345)5x+5y=37,\quad x+3y=21\;\Rightarrow\;\left(\frac{3}{5},\frac{34}{5}\right)

    This intersection satisfies every constraint, so (35,345)\left(\frac{3}{5},\frac{34}{5}\right) is a vertex of RR.

  5. Solve 5x+5y=375x+5y=37 and 5x+y=285x+y=28 simultaneously

    5x+5y=37,5x+y=28    (10320,94)5x+5y=37,\quad 5x+y=28\;\Rightarrow\;\left(\frac{103}{20},\frac{9}{4}\right)

    This intersection satisfies every constraint, so (10320,94)\left(\frac{103}{20},\frac{9}{4}\right) is a vertex of RR.

  6. Solve x+3y=21x+3y=21 and x=0x=0 simultaneously

    x+3y=21,x=0    (0,7)x+3y=21,\quad x=0\;\Rightarrow\;\left(0,7\right)

    This intersection satisfies every constraint, so (0,7)\left(0,7\right) is a vertex of RR.

  7. Solve 5x+y=285x+y=28 and y=0y=0 simultaneously

    5x+y=28,y=0    (285,0)5x+y=28,\quad y=0\;\Rightarrow\;\left(\frac{28}{5},0\right)

    This intersection satisfies every constraint, so (285,0)\left(\frac{28}{5},0\right) is a vertex of RR.

  8. Solve x=0x=0 and y=0y=0 simultaneously

    x=0,y=0    (0,0)x=0,\quad y=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  9. List the vertices of the feasible region

    (0,0),(0,7),(35,345),(10320,94),(285,0)\left(0,0\right),\quad \left(0,7\right),\quad \left(\frac{3}{5},\frac{34}{5}\right),\quad \left(\frac{103}{20},\frac{9}{4}\right),\quad \left(\frac{28}{5},0\right)

    The feasible region is a convex polygon with these 5 corners.

  10. Collect the values of the objective at every vertex

    P(0,0)=0,P(0,7)=42,P(35,345)=2135,P(10320,94)=57920,P(285,0)=845P\left(0,0\right)=0,\quad P\left(0,7\right)=42,\quad P\left(\frac{3}{5},\frac{34}{5}\right)=\frac{213}{5},\quad P\left(\frac{103}{20},\frac{9}{4}\right)=\frac{579}{20},\quad P\left(\frac{28}{5},0\right)=\frac{84}{5}

    Every corner of the region has now been tested.

  11. Compare the values and select the largest

    max{0,42,2135,57920,845}=2135at (35,345)\max\left\{0,42,\frac{213}{5},\frac{579}{20},\frac{84}{5}\right\}=\frac{213}{5}\quad\text{at }\left(\frac{3}{5},\frac{34}{5}\right)

    No other vertex gives a larger value, so the optimum is unique.

  12. Round the continuous optimum and test the rounded point

    (1,7):  5(1)+5(7)=40  fails 5x+5y37\left(1,7\right):\;5\left(1\right)+5\left(7\right)=40\;\text{fails }5x+5y\le37

    The rounded point is not even feasible, so rounding the continuous optimum is not a valid method.

  13. Count the integer points of the feasible region

    RZ2=33\left|R\cap\mathbb{Z}^{2}\right|=33

    The region is small enough to search its integer points exhaustively.

  14. Evaluate the objective at the best integer candidates

    P(0,7)=42,P(1,6)=39,P(0,6)=36,P(2,5)=36P\left(0,7\right)=42,\quad P\left(1,6\right)=39,\quad P\left(0,6\right)=36,\quad P\left(2,5\right)=36

    Searching the integer points is the only safe method; the answer is the best of them.

  15. Select the best feasible integer point

    P(0,7)=42P\left(0,7\right)=42

    This is the optimal integer solution.

  16. Select the optimal integer point

    (0,7)  beats every other integer point of R(P=42)\left(0,7\right)\;\text{beats every other integer point of }R\quad\left(P=42\right)

    Rounding the continuous optimum gives (1,7)\left(1,7\right), which is not the answer; only a search of the integer points is safe.

Answer
(0,7)\left(0,7\right)
Question 3
9 markschallenging
The feasible region RR is defined by the constraints 2x+y222x+y\le22, 3xy03x-y\ge0, x7x\le7, x0x\ge0 and y0y\ge0. The continuous maximum of P=x+6yP=x+6y over RR occurs at (225,665)\left(\frac{22}{5},\frac{66}{5}\right). A student rounds each coordinate of this point to the nearest integer and claims the result is the optimal integer point. Which one of the following statements about the rounded point is correct?
Show worked solution

Worked solution

  1. Write down the constraints

    2x+y22,3xy0,x7,x0,y02x+y\le22,\quad 3x-y\ge0,\quad x\le7,\quad x\ge0,\quad y\ge0

    The feasible region is the set of points satisfying all of these inequalities at once.

  2. State the objective function

    P=x+6y(maximise)P=x+6y\quad\text{(maximise)}

    The objective is the linear expression to be maximised.

  3. Note that xx and yy must be integers

    x,yZ0x,y\in\mathbb{Z}_{\ge0}

    The optimum must be an integer point of RR, so the continuous optimum is only a starting point.

  4. Solve 2x+y=222x+y=22 and 3xy=03x-y=0 simultaneously

    2x+y=22,3xy=0    (225,665)2x+y=22,\quad 3x-y=0\;\Rightarrow\;\left(\frac{22}{5},\frac{66}{5}\right)

    This intersection satisfies every constraint, so (225,665)\left(\frac{22}{5},\frac{66}{5}\right) is a vertex of RR.

  5. Solve 2x+y=222x+y=22 and x=7x=7 simultaneously

    2x+y=22,x=7    (7,8)2x+y=22,\quad x=7\;\Rightarrow\;\left(7,8\right)

    This intersection satisfies every constraint, so (7,8)\left(7,8\right) is a vertex of RR.

  6. Solve 3xy=03x-y=0 and x=0x=0 simultaneously

    3xy=0,x=0    (0,0)3x-y=0,\quad x=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  7. Solve 3xy=03x-y=0 and y=0y=0 simultaneously

    3xy=0,y=0    (0,0)3x-y=0,\quad y=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  8. Solve x=7x=7 and y=0y=0 simultaneously

    x=7,y=0    (7,0)x=7,\quad y=0\;\Rightarrow\;\left(7,0\right)

    This intersection satisfies every constraint, so (7,0)\left(7,0\right) is a vertex of RR.

  9. Solve x=0x=0 and y=0y=0 simultaneously

    x=0,y=0    (0,0)x=0,\quad y=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  10. List the vertices of the feasible region

    (0,0),(225,665),(7,0),(7,8)\left(0,0\right),\quad \left(\frac{22}{5},\frac{66}{5}\right),\quad \left(7,0\right),\quad \left(7,8\right)

    The feasible region is a convex polygon with these 4 corners.

  11. Collect the values of the objective at every vertex

    P(0,0)=0,P(225,665)=4185,P(7,0)=7,P(7,8)=55P\left(0,0\right)=0,\quad P\left(\frac{22}{5},\frac{66}{5}\right)=\frac{418}{5},\quad P\left(7,0\right)=7,\quad P\left(7,8\right)=55

    Every corner of the region has now been tested.

  12. Compare the values and select the largest

    max{0,4185,7,55}=4185at (225,665)\max\left\{0,\frac{418}{5},7,55\right\}=\frac{418}{5}\quad\text{at }\left(\frac{22}{5},\frac{66}{5}\right)

    No other vertex gives a larger value, so the optimum is unique.

  13. Round the continuous optimum and test the rounded point

    (4,13):  3(4)(13)=1  fails 3xy0\left(4,13\right):\;3\left(4\right)-\left(13\right)=-1\;\text{fails }3x-y\ge0

    The rounded point is not even feasible, so rounding the continuous optimum is not a valid method.

  14. Count the integer points of the feasible region

    RZ2=68\left|R\cap\mathbb{Z}^{2}\right|=68

    The region is small enough to search its integer points exhaustively.

  15. Evaluate the objective at the best integer candidates

    P(5,12)=77,P(4,12)=76,P(5,11)=71,P(4,11)=70P\left(5,12\right)=77,\quad P\left(4,12\right)=76,\quad P\left(5,11\right)=71,\quad P\left(4,11\right)=70

    Searching the integer points is the only safe method; the answer is the best of them.

  16. Select the best feasible integer point

    P(5,12)=77P\left(5,12\right)=77

    This is the optimal integer solution.

  17. Select the correct statement

    (4,13)  infeasible,optimal integer point  (5,12)\left(4,13\right)\;\text{infeasible},\quad\text{optimal integer point}\;\left(5,12\right)

    Rounding the continuous optimum is not a valid method: the integer points must be searched.

Answer
(4,13)  is not feasible; optimal integer point (5,12)\left(4,13\right)\;\text{is not feasible; optimal integer point }\left(5,12\right)
Question 4
9 markschallenging
The feasible region RR is defined by the constraints 2x+y352x+y\le35, y7y\le7, 3xy03x-y\ge0, x0x\ge0 and y0y\ge0. The continuous maximum of P=7x+2yP=7x+2y over RR occurs at (352,0)\left(\frac{35}{2},0\right). A student rounds each coordinate of this point to the nearest integer and claims the result is the optimal integer point. Which one of the following statements about the rounded point is correct?
Show worked solution

Worked solution

  1. Write down the constraints

    2x+y35,y7,3xy0,x0,y02x+y\le35,\quad y\le7,\quad 3x-y\ge0,\quad x\ge0,\quad y\ge0

    The feasible region is the set of points satisfying all of these inequalities at once.

  2. State the objective function

    P=7x+2y(maximise)P=7x+2y\quad\text{(maximise)}

    The objective is the linear expression to be maximised.

  3. Note that xx and yy must be integers

    x,yZ0x,y\in\mathbb{Z}_{\ge0}

    The optimum must be an integer point of RR, so the continuous optimum is only a starting point.

  4. Solve 2x+y=352x+y=35 and y=7y=7 simultaneously

    2x+y=35,y=7    (14,7)2x+y=35,\quad y=7\;\Rightarrow\;\left(14,7\right)

    This intersection satisfies every constraint, so (14,7)\left(14,7\right) is a vertex of RR.

  5. Solve 2x+y=352x+y=35 and y=0y=0 simultaneously

    2x+y=35,y=0    (352,0)2x+y=35,\quad y=0\;\Rightarrow\;\left(\frac{35}{2},0\right)

    This intersection satisfies every constraint, so (352,0)\left(\frac{35}{2},0\right) is a vertex of RR.

  6. Solve y=7y=7 and 3xy=03x-y=0 simultaneously

    y=7,3xy=0    (73,7)y=7,\quad 3x-y=0\;\Rightarrow\;\left(\frac{7}{3},7\right)

    This intersection satisfies every constraint, so (73,7)\left(\frac{7}{3},7\right) is a vertex of RR.

  7. Solve 3xy=03x-y=0 and x=0x=0 simultaneously

    3xy=0,x=0    (0,0)3x-y=0,\quad x=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  8. Solve 3xy=03x-y=0 and y=0y=0 simultaneously

    3xy=0,y=0    (0,0)3x-y=0,\quad y=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  9. Solve x=0x=0 and y=0y=0 simultaneously

    x=0,y=0    (0,0)x=0,\quad y=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  10. List the vertices of the feasible region

    (0,0),(73,7),(14,7),(352,0)\left(0,0\right),\quad \left(\frac{7}{3},7\right),\quad \left(14,7\right),\quad \left(\frac{35}{2},0\right)

    The feasible region is a convex polygon with these 4 corners.

  11. Evaluate PP at (0,0)\left(0,0\right)

    P=7(0)+2(0)=0P=7\left(0\right)+2\left(0\right)=0

    The objective is evaluated by substituting the coordinates of the vertex.

  12. Evaluate PP at (73,7)\left(\frac{7}{3},7\right)

    P=7(73)+2(7)=913P=7\left(\frac{7}{3}\right)+2\left(7\right)=\frac{91}{3}

    The objective is evaluated by substituting the coordinates of the vertex.

  13. Collect the values of the objective at every vertex

    P(0,0)=0,P(73,7)=913,P(14,7)=112,P(352,0)=2452P\left(0,0\right)=0,\quad P\left(\frac{7}{3},7\right)=\frac{91}{3},\quad P\left(14,7\right)=112,\quad P\left(\frac{35}{2},0\right)=\frac{245}{2}

    Every corner of the region has now been tested.

  14. Compare the values and select the largest

    max{0,913,112,2452}=2452at (352,0)\max\left\{0,\frac{91}{3},112,\frac{245}{2}\right\}=\frac{245}{2}\quad\text{at }\left(\frac{35}{2},0\right)

    No other vertex gives a larger value, so the optimum is unique.

  15. Round the continuous optimum and test the rounded point

    (18,0):  2(18)+(0)=36  fails 2x+y35\left(18,0\right):\;2\left(18\right)+\left(0\right)=36\;\text{fails }2x+y\le35

    The rounded point is not even feasible, so rounding the continuous optimum is not a valid method.

  16. Count the integer points of the feasible region

    RZ2=120\left|R\cap\mathbb{Z}^{2}\right|=120

    The region is small enough to search its integer points exhaustively.

  17. Evaluate the objective at the best integer candidates

    P(17,1)=121,P(17,0)=119,P(16,3)=118,P(16,2)=116P\left(17,1\right)=121,\quad P\left(17,0\right)=119,\quad P\left(16,3\right)=118,\quad P\left(16,2\right)=116

    Searching the integer points is the only safe method; the answer is the best of them.

  18. Select the best feasible integer point

    P(17,1)=121P\left(17,1\right)=121

    This is the optimal integer solution.

  19. Select the correct statement

    (18,0)  infeasible,optimal integer point  (17,1)\left(18,0\right)\;\text{infeasible},\quad\text{optimal integer point}\;\left(17,1\right)

    Rounding the continuous optimum is not a valid method: the integer points must be searched.

Answer
(18,0)  is not feasible; optimal integer point (17,1)\left(18,0\right)\;\text{is not feasible; optimal integer point }\left(17,1\right)
Question 5
9 markschallenging
The feasible region RR is defined by the constraints x+4y20x+4y\le20, 2x+3y212x+3y\le21, 3xy03x-y\ge0, x0x\ge0 and y0y\ge0. Find the greatest value of P=7x+3yP=7x+3y that can be attained at a point of RR at which xx and yy must both be integers.
Show worked solution

Worked solution

  1. Write down the constraints

    x+4y20,2x+3y21,3xy0,x0,y0x+4y\le20,\quad 2x+3y\le21,\quad 3x-y\ge0,\quad x\ge0,\quad y\ge0

    The feasible region is the set of points satisfying all of these inequalities at once.

  2. State the objective function

    P=7x+3y(maximise)P=7x+3y\quad\text{(maximise)}

    The objective is the linear expression to be maximised.

  3. Note that xx and yy must be integers

    x,yZ0x,y\in\mathbb{Z}_{\ge0}

    The optimum must be an integer point of RR, so the continuous optimum is only a starting point.

  4. Solve x+4y=20x+4y=20 and 2x+3y=212x+3y=21 simultaneously

    x+4y=20,2x+3y=21    (245,195)x+4y=20,\quad 2x+3y=21\;\Rightarrow\;\left(\frac{24}{5},\frac{19}{5}\right)

    This intersection satisfies every constraint, so (245,195)\left(\frac{24}{5},\frac{19}{5}\right) is a vertex of RR.

  5. Solve x+4y=20x+4y=20 and 3xy=03x-y=0 simultaneously

    x+4y=20,3xy=0    (2013,6013)x+4y=20,\quad 3x-y=0\;\Rightarrow\;\left(\frac{20}{13},\frac{60}{13}\right)

    This intersection satisfies every constraint, so (2013,6013)\left(\frac{20}{13},\frac{60}{13}\right) is a vertex of RR.

  6. Solve 2x+3y=212x+3y=21 and y=0y=0 simultaneously

    2x+3y=21,y=0    (212,0)2x+3y=21,\quad y=0\;\Rightarrow\;\left(\frac{21}{2},0\right)

    This intersection satisfies every constraint, so (212,0)\left(\frac{21}{2},0\right) is a vertex of RR.

  7. Solve 3xy=03x-y=0 and x=0x=0 simultaneously

    3xy=0,x=0    (0,0)3x-y=0,\quad x=0\;\Rightarrow\;\left(0,0\right)

    This intersection satisfies every constraint, so (0,0)\left(0,0\right) is a vertex of RR.

  8. List the vertices of the feasible region

    (0,0),(2013,6013),(245,195),(212,0)\left(0,0\right),\quad \left(\frac{20}{13},\frac{60}{13}\right),\quad \left(\frac{24}{5},\frac{19}{5}\right),\quad \left(\frac{21}{2},0\right)

    The feasible region is a convex polygon with these 4 corners.

  9. Collect the values of the objective at every vertex

    P(0,0)=0,P(2013,6013)=32013,P(245,195)=45,P(212,0)=1472P\left(0,0\right)=0,\quad P\left(\frac{20}{13},\frac{60}{13}\right)=\frac{320}{13},\quad P\left(\frac{24}{5},\frac{19}{5}\right)=45,\quad P\left(\frac{21}{2},0\right)=\frac{147}{2}

    Every corner of the region has now been tested.

  10. Compare the values and select the largest

    max{0,32013,45,1472}=1472at (212,0)\max\left\{0,\frac{320}{13},45,\frac{147}{2}\right\}=\frac{147}{2}\quad\text{at }\left(\frac{21}{2},0\right)

    No other vertex gives a larger value, so the optimum is unique.

  11. Round the continuous optimum and test the rounded point

    (11,0):  2(11)+3(0)=22  fails 2x+3y21\left(11,0\right):\;2\left(11\right)+3\left(0\right)=22\;\text{fails }2x+3y\le21

    The rounded point is not even feasible, so rounding the continuous optimum is not a valid method.

  12. Count the integer points of the feasible region

    RZ2=36\left|R\cap\mathbb{Z}^{2}\right|=36

    The region is small enough to search its integer points exhaustively.

  13. Evaluate the objective at the best integer candidates

    P(10,0)=70,P(9,1)=66,P(9,0)=63,P(8,1)=59P\left(10,0\right)=70,\quad P\left(9,1\right)=66,\quad P\left(9,0\right)=63,\quad P\left(8,1\right)=59

    Searching the integer points is the only safe method; the answer is the best of them.

  14. Select the best feasible integer point

    P(10,0)=70P\left(10,0\right)=70

    This is the optimal integer solution.

  15. State the optimal integer value

    P=70at(10,0)P=70\quad\text{at}\quad \left(10,0\right)

    This is the best value attainable at an integer point of RR.

Answer
P=70P=70

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