Random Numbers Essay Example | Topics and Well Written Essays - 500 words

Random Numbers - Essay Example While practicing the use of random numbers it is highly advisable to choose few random number generators that have an acceptable reputation. Indeed, deriving an excellent random number is still a plight since computation of a series of random numbers cannot be generated by computers. True random numbers generation has turned to be one of the important factors in the increasing levels of innovation. The increase in innovation has made the developing of algorithms that generate random numbers that entail all properties of being true random numbers (Haule, 2014) Malcolm (2010) argues that all output produced by the machines including computers today are totally predictable hence making it impossible for them to generate true random numbers. In today’s world there are various methods of generating random numbers being used. Various methods have been innovated to produce true random numbers and they include use of radioactive decay or quantum system, Lehmer’s multiplicative congruently algorithm from which lots of random number generators are based, pseudo-random generators which are simple and when used together with Monte Carlo or multidimensional integration give a much satisfying result. There are several others like the numerical inversion method which is mostly used to generate Gaussian distributed random numbers. From a real experience of random number generating machine that is online, the resultant random number is quite unpredictable from the start. A continuous use of the random number generator revealed a slight clue of predictability as the results seemed to be shifting towards the larger integer out of the two keyed in. This could probably be due to the narrow integral limit of the numerical algorithm. Pseudo-random generator being one of the easiest random number generators to use and being readily available in various libraries is an excellent generator and is used by several institutions in the globe. They