In case anyone's interest was piqued by the complicated reaction mechanisms involved in even relatively simple combustion problems, you can automatically generate these mechanisms using software called "Reaction Mechanism Generator" http://rmg.mit.edu/ produced by a group in MIT's department of Chemical Engineering.

You wouldn't want to have to determine parameters and pathways for a 53 species 300+ reaction mechanism except in a highly automated fashion.