Consider an arbitrary program in standard equation form: maximise cTx subject to Ax = b, x 2 0 Show that if 1) and z are two different optimal solutions to this program, then every convex combination...


Consider an arbitrary program in standard equation form:<br>maximise<br>cTx<br>subject to Ax = b,<br>x 2 0<br>Show that if<br>1)<br>and z are two different optimal solutions to this program, then<br>every convex combination of y and z is also an optimal solution of the program.<br>2) Consider two vectors y and z with y z and consider two values 0 E [0, 1<br>and 0 e [0, 1] with 0 0. Show that Oy + (1 – 0)z 0'y + (1 – 0')z. In<br>other words, every distinct way of choosing the value A E [0, 1] gives a distinct<br>convex combination Ay + (1 – A)z.<br>Hint: let a = Oy + (1-0)z and b 0'y + (1- 0)z, then consider a -<br>3) Using the result from parts (a) and (b), show that every linear program has<br>either 0, 1, or infinitely many optimal solutions.<br>

Extracted text: Consider an arbitrary program in standard equation form: maximise cTx subject to Ax = b, x 2 0 Show that if 1) and z are two different optimal solutions to this program, then every convex combination of y and z is also an optimal solution of the program. 2) Consider two vectors y and z with y z and consider two values 0 E [0, 1 and 0 e [0, 1] with 0 0. Show that Oy + (1 – 0)z 0'y + (1 – 0')z. In other words, every distinct way of choosing the value A E [0, 1] gives a distinct convex combination Ay + (1 – A)z. Hint: let a = Oy + (1-0)z and b 0'y + (1- 0)z, then consider a - 3) Using the result from parts (a) and (b), show that every linear program has either 0, 1, or infinitely many optimal solutions.

Jun 04, 2022
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