The tutorial collections below discuss optimization. I don't know if they cover all Method options.
http://www.wolfram.com/learningcenter/tutorialcollection/UnconstrainedOptimization/
http://www.wolfram.com/learningcenter/tutorialcollection/ConstrainedOptimization/