M.K. Pakhira, "A linear time-complexity k-means Algorithm using cluster shifting", in Proc. of International conference ICCICN-2014, pp. 1047 - 1051 .Pakhira MK. A Linear Time-Complexity k-Means Algorithm Using Cluster Shifting. In: 2014 International Conference on Computational Intelligence ...
Complexity penalty type, specified as the comma-separated pair consisting of 'Regularization' and 'lasso' or 'ridge'. The software composes the objective function for minimization from the sum of the average loss function (see Learner) and the regularization term in this table. ValueDescription '...
It is important to verify that the above heuristic actually results in a path cover whose size is close to optimal because the runtime complexity of our algorithms depends on\(|{\mathcal {P}}|\). Computing the minimum path cover is difficult due to NP-hardness of the problem. Instead, ...
Importantly for automation purposes, the propositional temporal logics we introduce in this chapter are all decidable, albeit of varying space and time complexity. The temporal logic L(𝒲, ◯) over the natural numbers in PSPACE-complete. Given a formula ϕ of L(𝒲, ◯...
One of the most important for the problem is that sometimes it is not so expensive to do the division, rather than using other techniques that might add more complexity to the code and the running time. Limited CPU structure(register cache, variable storage) is to blame. Table 1. Test ...
Condon, A.: The complexity of stochastic games. Inf. Comput. 96(2), 203–224 (1992) 6. Dole, K., Gupta, A., Komp, J., Krishna, S.N., Trivedi, A.: Event- triggered and time-triggered duration calculus for model-free reinforce- ment learning. In: 42nd IEEE Real-Time Systems ...
Here, we introduce the adoption of non-linear interactions at the few-photon level within the Boson Sampling framework as a route to increase the complexity and reduce the threshold for the quantum advantage regime. This possibility is encouraged by recent advances showing the first experimental demo...
Some opcodes, like OP_LCALL can’t be decomposed so they are retained in the IR. This leads to some complexity since other parts of the JIT has to be prepared to deal with long vregs. Handling valuetypes Valuetypes are first class citizens in the IR, i.e. there are opcodes operating...
To analyze the time and space complexity of the RL-GJO with Q-learning and the non-linear hunting scheme, let us break down the main components of the algorithm: Time Complexity(i) Initializing the male and female jackals, the positions of the search agents, the Q-table, and the converge...
The average dwell time (ADT) [23] switching is a type of limited switching signal, which means that the number of handovers is limited to a limited interval and the average time is not less than a constant. As we all know, the ADT scheme characterizes a larger variety of stable ...