The first clustering algorithm which is proposed for very large databases is BIRCH. This algorithm tries to form the best clusters using available main memory (which is less than dataset in size).By the way, thi
The aim of our work is to reduce the learning time of the Q-learning algorithm. This introduction of initial knowledge is done by constraining the set of available actions in some states. But at the same time, we can formulate that if the agent is in some particular states (called ...
Algorithm 3.1 (1) Input: g(x), h(x). (2) Calculate the Sumudu Transform S[g]. (3) Calculate the Sumudu Transform S[h]. (4) Initialize: cn = 0. (5) For k = 0 to n do Calculate the kth coefficient pk = [zk]S[g]. Calculate the n − kth coefficient qn−k = [zn...
The main assumption of this algorithm is that modified or removed lines in a fixing commit are the ones suspicious of having caused the fixing action (or being part of the error). Tracing back in the source code management system (SCM) to the time when they were added or modified results...
Some call their batteries smart by simply adding a chip that sets the charger to the correct charge algorithm. The Smart Battery System (SBS) forum states that a smart battery must provide State of Charge (SoC) indications.An increasing number of rechargeable batteries are made smart. Smart ...
In contrast to the mathematical way the concept of functions is introduced informally using graphical concepts. In a second phase the data flow models are transformed to one complex term. Exemplarily an appropriate algorithm to perform this transformation is presented. Boolean functions and conditional...
This property can be used for introducing the transmission information message in the initial conditions, and to realize the large number of different chaotic processes in a source of chaos.On the basis of the above, in this work is proposed 邪 structural scheme and an algorithm for processing ...
As a result of employing binary genetic algorithm approach for optimization of potato yield, the optimum soil moisture in time of planting was calculated to be 20%, the optimum vertical rotary speed of blades was 150 rpm and the optimal number of passes was one pass through the total area ...
• The multiplication table is consistent with the multiplication algorithm. • The meaning of multiplication consistently applies to the two meanings of divi- sion in situations. • The meaning of multiplication and the multiplication table is consistent with the algebraic expression (constant) ...
In the steady-state model, the GA selects two parent structures, recombines them, evaluates them, and adds them to the population, replacing some older structures. These two approaches represent different ways to simulate an essentially parallel algorithm on a sequential computer The mathematical ...