Zobrazeno 1 - 10
of 65
pro vyhledávání: '"Wang, Pengming"'
Autor:
Wang, Pengming, Sazanovich, Mikita, Ilbeyi, Berkin, Phothilimthana, Phitchaya Mangpo, Purohit, Manish, Tay, Han Yang, Vũ, Ngân, Wang, Miaosen, Paduraru, Cosmin, Leurent, Edouard, Zhernov, Anton, Huang, Po-Sen, Schrittwieser, Julian, Hubert, Thomas, Tung, Robert, Kurylowicz, Paula, Milan, Kieran, Vinyals, Oriol, Mankowitz, Daniel J.
Resource scheduling and allocation is a critical component of many high impact systems ranging from congestion control to cloud computing. Finding more optimal solutions to these problems often has significant impact on resource and time savings, red
Externí odkaz:
http://arxiv.org/abs/2305.07440
Publikováno v:
In Advanced Engineering Informatics October 2024 62 Part D
Large Neighborhood Search (LNS) is a combinatorial optimization heuristic that starts with an assignment of values for the variables to be optimized, and iteratively improves it by searching a large neighborhood around the current assignment. In this
Externí odkaz:
http://arxiv.org/abs/2107.10201
Autor:
Nair, Vinod, Bartunov, Sergey, Gimeno, Felix, von Glehn, Ingrid, Lichocki, Pawel, Lobov, Ivan, O'Donoghue, Brendan, Sonnerat, Nicolas, Tjandraatmadja, Christian, Wang, Pengming, Addanki, Ravichandra, Hapuarachchi, Tharindi, Keck, Thomas, Keeling, James, Kohli, Pushmeet, Ktena, Ira, Li, Yujia, Vinyals, Oriol, Zwols, Yori
Mixed Integer Programming (MIP) solvers rely on an array of sophisticated heuristics developed with decades of research to solve large-scale MIP instances encountered in practice. Machine learning offers to automatically construct better heuristics f
Externí odkaz:
http://arxiv.org/abs/2012.13349
Autor:
Wang, Pengming1 (AUTHOR), Kamruzzaman, M. M.2 (AUTHOR) mmkamruzzaman@ju.edu.sa, Chen, Qing3 (AUTHOR)
Publikováno v:
Neural Computing & Applications. Feb2024, Vol. 36 Issue 5, p2155-2170. 16p.
Akademický článek
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Akademický článek
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Pebble games are a powerful tool in the study of finite model theory, constraint satisfaction and database theory. Monads and comonads are basic notions of category theory which are widely used in semantics of computation and in modern functional pro
Externí odkaz:
http://arxiv.org/abs/1704.05124
Autor:
Dawar, Anuj, Wang, Pengming
For a large class of optimization problems, namely those that can be expressed as finite-valued constraint satisfaction problems (VCSPs), we establish a dichotomy on the number of levels of the Lasserre hierarchy of semi-definite programs (SDPs) that
Externí odkaz:
http://arxiv.org/abs/1602.05409
Autor:
Dawar, Anuj, Wang, Pengming
Finite valued constraint satisfaction problems are a formalism for describing many natural optimization problems, where constraints on the values that variables can take come with rational weights and the aim is to find an assignment of minimal cost.
Externí odkaz:
http://arxiv.org/abs/1504.03543