Balance 8000/ C4240 Programming and algorithm theory C6130 Data handling techniquesIn this paper, two modifications to an existing parallel sorting algorithm, Quickmerge, are presented for implementation on a tightly coupled multiprocessor system. The performance of these parallel algorithms is also ...
Toptal developers use a variety of techniques and strategies to tackle complex problems efficiently. They have a deep understanding of algorithmic complexity, data structures, and mathematical optimization, allowing them to choose the best algorithms for each task, such as sorting, searching, or graph...
Premkumar M et al (2021) MOSMA: multi-objective slime mould algorithm based on elitist non-dominated sorting. IEEE Access 9:3229–3248 Article Google Scholar Wei Y et al (2022) SSMA: simplified slime mould algorithm for optimization wireless sensor network coverage problem. Syst Sci Control En...
The thrust::inner_product and thrust::reduce_by_key algorithms can be used to calculate the sparse histogram of an array of values, i.e., a histogram where the counts of only encountered values are calculated. The process involves the sorting of the input array so that groups of identical...
These techniques can be broadly categorized into heuristics and metaheuristics. The primary difference between the two is that heuristics are closely tied to the specific nature of a problem, making them effective for particular challenges but less so for others. In contrast, metaheuristics present a...
During the 1990s programming techniques for it had not developed sufficiently to justify the expensive use of supercomputers, which limited applications to rather simplistic problems. However, as cheaper personal computers became more powerful, genetic programming began having notable commercial success in ...
The whale optimization algorithm has received much attention since its introduction due to its outstanding performance. However, like other algorithms, the whale optimization algorithm still suffers from some classical problems. To address the issues of
We have “DO$OODWG” as the transformed string of the BWT method. Let’s apply the IBWT approach to recover the original string “DOGWOOD“: As we can see, we repeat the process of prepending a column of characters of the string “DO$OODWG” and sorting the rows of the obtained matri...
Contrary to the partition-based clustering techniques, density-based clustering algorithms have been applied successfully in literature to discover both the convex and the non-convex shaped clusters but the performance of these algorithms heavily degrades when the underlying clusters have different densities...
•Step 5 — Define Number of Agents:This steps specifies the number of agents the application should have. This is needed as some RL algorithms enableMARL, which accelerates learning but requires morecomputational resources, while other techniques only employ a single agent. ...