Zobrazeno 1 - 10
of 25 791
pro vyhledávání: '"A, Whitley"'
Publikováno v:
ACM Transactions on Evolutionary Learning and Optimization, Volume 4, Issue 2 Article No.: 7, Pages 1 - 29, 2024
In pseudo-Boolean optimization, a variable interaction graph represents variables as vertices, and interactions between pairs of variables as edges. In black-box optimization, the variable interaction graph may be at least partially discovered by usi
Externí odkaz:
http://arxiv.org/abs/2410.01583
Autor:
Tang, Xuxin, Krokos, Eric, Liu, Can, Davidson, Kylie, Whitley, Kirsten, Ramakrishnan, Naren, North, Chris
Large Language Models (LLMs) have been widely applied in summarization due to their speedy and high-quality text generation. Summarization for sensemaking involves information compression and insight extraction. Human guidance in sensemaking tasks ca
Externí odkaz:
http://arxiv.org/abs/2409.17289
Gray-box optimization leverages the information available about the mathematical structure of an optimization problem to design efficient search operators. Efficient hill climbers and crossover operators have been proposed in the domain of pseudo-Boo
Externí odkaz:
http://arxiv.org/abs/2407.06742
Solving the Traveling Salesperson Problem (TSP) remains a persistent challenge, despite its fundamental role in numerous generalized applications in modern contexts. Heuristic solvers address the demand for finding high-quality solutions efficiently.
Externí odkaz:
http://arxiv.org/abs/2407.03927
The computational notebook serves as a versatile tool for data analysis. However, its conventional user interface falls short of keeping pace with the ever-growing data-related tasks, signaling the need for novel approaches. With the rapid developmen
Externí odkaz:
http://arxiv.org/abs/2404.07161
Autor:
Whitley, Derek
Neuroevolution is a powerful method of applying an evolutionary algorithm to refine the performance of artificial neural networks through natural selection; however, the fitness evaluation of these networks can be time-consuming and computationally e
Externí odkaz:
http://arxiv.org/abs/2404.04587
Publikováno v:
Evol. Comput. 30(3): 409-446 (2022)
An optimal recombination operator for two parent solutions provides the best solution among those that take the value for each variable from one of the parents (gene transmission property). If the solutions are bit strings, the offspring of an optima
Externí odkaz:
http://arxiv.org/abs/2402.03918
Publikováno v:
IEEE Trans. Evol. Comput. 22(5): 748-761 (2018)
The NK hybrid genetic algorithm for clustering is proposed in this paper. In order to evaluate the solutions, the hybrid algorithm uses the NK clustering validation criterion 2 (NKCV2). NKCV2 uses information about the disposition of $N$ small groups
Externí odkaz:
http://arxiv.org/abs/2402.03813
We investigate the time-varying electromagnetic emission of a low-mass-ratio supermassive black hole binary (SMBHB) embedded in a circumprimary disk, with a particular interest in variability of shocks driven by the binary. We perform a 2D, locally i
Externí odkaz:
http://arxiv.org/abs/2310.07090
Autor:
Douglas I. Kelley, France Gerard, Ning Dong, Chantelle Burton, Arthur Argles, Guangqi Li, Rhys Whitley, Toby R. Marthews, Eddy Roberston, Graham P. Weedon, Gitta Lasslop, Richard J. Ellis, Ioannis Bistinas, Elmar Veenendaal
Publikováno v:
Communications Earth & Environment, Vol 5, Iss 1, Pp 1-15 (2024)
Abstract Explaining tropical tree cover distribution in areas of intermediate rainfall is challenging, with fire’s role in limiting tree cover particularly controversial. We use a novel Bayesian approach to provide observational constraints on the
Externí odkaz:
https://doaj.org/article/614fa8f2f3d14ceaaaed5cb1491bf695
