The only way your plan would work is if:
1) You plan on going every where by bike. You could load you stuff on the bike and either ride it or push it along.
2) You are planing on staying in one place and would store your bike there.
Hiking, as in walking long distances, with the bike in your pack will not work.
Brompton Dahon Birdy Bike Friday all have light bikes.