Actually, there is a sound mathematical basis for what you are suggesting. The theory is called the Kelly Criterion, and it basically says that, given two specific parameters, there is an optimum trade size for growing your account as quickly as possible.
The Kelly Criterion Formula is:
Kelly % = W - [(1 - W) / R]
where W = your overall trading success rate (that is, the probability that your next trade will be a winner), and
R = your overall win/loss ratio (calculated as your average winning trade divided by your average losing trade)
The term Kelly % denotes the percentage of your account that you should risk on each trade. These percentages typically represent trade sizes which are MANY TIMES the size of the trades most traders are comfortable with.
The increase in risk associated with this strategy is significant. It can be shown mathematically that for ANY set of parameters W and R used to calculate the Kelly %, the following drawdown probabilities apply, over the long term:
there is a 75% probability of a 25% drawdown
there is a 50% probability of a 50% drawdown
there is a 10% probability of a 90% drawdown
there is a 1% probability of a 99% drawdown
Not many traders would adopt a trading plan in which 25% drawdowns are very likely, 50% drawdowns are a coin-toss, and there’s a one-in-ten chance of a devastating 90% loss of trading capital.
Nevertheless, the Kelly Criterion creates endless fascination for traders looking to “push the envelope”.
Here are links to a couple of articles on the Kelly Criterion:
Kelly criterion - Wikipedia, the free encyclopedia
Money Management Using the Kelly Criterion
Having said all that, my advice to you as a brand-new newbie, is this: Ignore the Kelly Criterion, and the Martingale System, and all the other get-rich-quick trading methods you might hear about, until you have learned how to trade in a conservative and consistently profitable manner.
Conservative means: Practicing what experienced traders call sound money management.
Consistently profitable means: Earning 1%, or 2%, or 5% per week, every week, week after week, for a year.
After you have demonstrated that you have the knowledge, the skill, the drive, and the discipline to accomplish that — then, decide whether the Kelly Criterion is worth another look.