suggested using machine learning. combinatorics computational complexity graph theory groupwork power motivation problem solving use our pre-submission checklist avoid common mistakes on your manuscript. 1 introduction algorithmic problems in group theory have a long tradition, going back to the work of de...
However, real data is prone to errors and noise, thus raising the question of whether the algorithmic results obtained for the interval graphs could be extended to more realistic models of "almost interval" graphs. This question is addressed in the context of computing the vertex...
Algorithmic Complexity Communications Engineering, Networks Complex Networks Computational Complexity Computer Engineering and Networks Graph Theory References Althaus, E., Calinescu, G., Mandoiu, I., Prasad, S., Tchervenski, N., Zelikovsky, A.: Power efficient range assignment for symmetric...
The goal is to extract, from a threshold graph G on a set S of species, a tree T, whose leaf set is S and such that the distance between two species is at most p in T iff they are adjacent in G (p being the value used to extract G from dissimilarity information). If such a...
Balanced Decision Frameworks:Establish frameworks that combine AI-driven insights with qualitative assessments, ensuring that complex decisions benefit from both algorithmic precision and human wisdom. 4.Invisible AI vs. Visible Impact Key Takeaway:The most effective AI tools work silently in the backgroun...
Although these stuff are not necessary at all to succeed in CP or even be a LGM, university classes usually teach (or try to teach) advanced algorithmic theory. In most cases, those classes are not the part of the departmental program or are graduate classes, but you can always take them...
An algorithmic perspective on imitation learning Found Trends Robot, 7 (1–2) (2018), pp. 1-179 CrossrefGoogle Scholar [37] Haarnoja T., Zhou A., Hartikainen K., Tucker G., Ha S., Tan J., et al. Soft actor-critic algorithms and applications (2018) arXiv preprint arXiv:1812.05905...
challenges posed by the "curse of dimensionality" and "discretization error" prompted scholars to pivot towards DRL algorithms. The quest for algorithmic innovation represents a significant advancement in the field, fostering a dynamic and vibrant research environment. For instance, Fast Q-Learning in ...
S. Ravi, Algorithmic aspects of topology control problems for ad hoc networks, Mob. Netw. Appl., 10 (2005), pp. 19–34. 20. W. Mader, Ecken vom grad n in minimalen n-fach zusammenhangenden Graphen, Arch. Math. (Basel), 23 (1972), pp. 219–224. 21. J. B. Orlin, A ...
The previous literature has focused on the axiomatic principles from which the indexes are derived, but the algorithmic issues have yet to be addressed. It is known that calculating power indexes of voting games without any graph topology restrictions is NP-complete or #P-complete, (Prasad and ...