KKT links:
http://www.onmyphd.com/?p=kkt.karush.kuhn.tucker#h3_example
http://ocw.mit.edu/courses/mechanical-engineering/2-854-introduction-to-manufacturing-systems-fall-2010/lecture-notes/MIT2_854F10_kkt_ex.pdf