SETNDS: A SET-Based Non-Dominated Sorting Algorithm for Multi-Objective Optimization Problems
Non-dominated sorting, used to find pareto solutions or assign solutions to different fronts, is a key but time-consuming process in multi-objective evolutionary algorithms (MOEAs).
Lingling Xue, Peng Zeng, Haibin Yu
doaj +1 more source
Fast Sorting Algorithms using AVX-512 on Intel Knights Landing [PDF]
This paper describes fast sorting techniques using the recent AVX-512 instruction set. Our implementations benefit from the latest possibilities offered by AVX-512 to vectorize a two-parts hybrid algorithm: we sort the small arrays using a branch-free ...
Bérenger Bramas
openalex +3 more sources
Integrating Pareto Optimization into Dynamic Programming
Pareto optimization combines independent objectives by computing the Pareto front of the search space, yielding a set of optima where none scores better on all objectives than any other.
Thomas Gatter +2 more
doaj +1 more source
Omnidirectional-Wheel Conveyor Path Planning and Sorting Using Reinforcement Learning Algorithms
In this paper, path planning and sorting of packages for Omnidirectional-Wheel conveyor are presented using Reinforcement Learning (RL). Q-learning, Double Q-learning, Deep Q-learning, and the Double Deep Q-learning algorithms are investigated.
Walid Zaher +4 more
doaj +1 more source
Analysis-driven Engineering of Comparison-based Sorting Algorithms on GPUs
We study the relationship between memory accesses, bank conflicts, thread multiplicity (also known as over-subscription) and instruction-level parallelism in comparison-based sorting algorithms for Graphics Processing Units (GPUs).
Ben Karsin +4 more
semanticscholar +1 more source
Práce se zabývá problémem třídění polí, který patří mezi známé problémy informatiky. Definuje pojmy třídění, algoritmus a složitost algoritmů. Popisuje vybrané algoritmy pro třídění od nejjednodušších po vybrané složitější konstrukce.
Lýsek, Jiří
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Modern Approaches to Exact Diagonalization and Selected Configuration Interaction with the Adaptive Sampling CI Method. [PDF]
Recent advances in selected configuration interaction methods have made them competitive with the most accurate techniques available and, hence, creating an increasingly powerful tool for solving quantum Hamiltonians.
Freeman, C Daniel +5 more
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Design and Large-scale Evaluation of Educational Games for Teaching Sorting Algorithms
. The teaching of sorting algorithms is an essential topic in undergraduate computing courses. Typically the courses are taught through traditional lectures and exercises involving the implementation of the algorithms.
P. Battistella +2 more
semanticscholar +1 more source
Comparison Of Hybrid Sorting Algorithms Implemented On Different Parallel Hardware Platforms
Sorting is a common problem in computer science. There are lot of well-known sorting algorithms created for sequential execution on a single processor. Recently, hardware platforms enable to create wide parallel algorithms.
Dominik Zurek +3 more
doaj +1 more source
Set-Oriented Mining for Association Rules in Relational Databases [PDF]
Describe set-oriented algorithms for mining association rules. Such algorithms imply performing multiple joins and may appear to be inherently less efficient than special-purpose algorithms. We develop new algorithms that can be expressed as SQL queries,
Houtsma, M.A.W., Swami, A.
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