Supernam, just FYI, there are 3 primary regulator types:
1) Buck - output voltage is always lower than the lowest battery voltage expected
2) Boost - output voltage is always higher than the highest battery voltage expected
3) Buck/Boost - output voltage can be higher or lower than the battery voltage
unless terminology has changed in the last few decades...
let's not confuse voltage regulators with voltage converters. the three named above in the quoted Post are types of voltage converters and not voltage regulators.
now, a voltage regulator may and usually does convert Vin to a diff. Vout, but it will also, within the limits of its design, attempt to maintain a fairly constant Vout, that is, it also (and primarily - hence, the term "regulator") acts as an output voltage stabilizer (often together with other components of the overall power supply design).
a voltage converter merely provides a diff Vout for a given Vin, but does not hold the Vout constant. for instance, a pure boost converter may boost the voltage up to some initially higher value, but then from t-zero that converted/boosted Vout will steadily decrease as Vin. this type of boost converter (without Vreg) design is seen in some low-end, single-cell lights that produce an unregulated steadily decreasing light output from the moment the light is turned on. QuickBeam's FLR website has many burntime plots of this type of unregulated converter output.
i've noticed that this distinction is sometimes overlooked and may be intentional. that is, sometimes "shortcuts" in terminology are employed by a Community of individuals who all have a clearer understanding of what is being said. i'm guessing that this is the case in this Thread.
the purpose of my Post is *NOT* to correct the Poster to whom i am replying (my guess is that LedSled already knows the info i'm conveying in this Post, but for the sake of brevity did not include the info i'm providing), but rather merely make this distinction clearer to any Newbie's or non-technical people reading LedSled's fine Post.