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Deep Q-learning based optimization of VLC systems with dynamic time-division multiplexing
(IEEE, 2020)
The traditional method to solve nondeterministic-polynomial-time (NP)-hard optimization problems is to apply meta-heuristic algorithms. In contrast, Deep Q Learning (DQL) uses memory of experience and deep neural network ...
Structural equation model of occupant satisfaction for evaluating the performance of office buildings
(Springer Nature, 2020-08)
Measuring occupant satisfaction and collecting feedback is critical for evaluating building performance, shaping comfort, effective decision-making in building improvements, and consequently enhancing the well-being of ...
The effects of social ties on innovation behavior and new product performance in emerging economies: evidence from Turkey
(Emerald Publishing Limited, 2020-04-08)
Purpose
The purpose of this paper is to offer a theoretical and empirical understanding of how social ties affect innovation behavior and new product performance in Turkey, which is an emerging economy where high levels ...
A branch‐and‐cut approach for the least cost influence problem on social networks
(Wiley, 2020-07)
This paper studies a problem in the online targeted marketing setting called the least cost influence problem (LCIP) that is known to be NP-hard. The goal is to find the minimum total amount of inducements (individuals to ...
A threat to loyalty: Fear of missing out (FOMO) leads to reluctance to repeat current experiences
(Public Library of Science, 2020-04-30)
We investigate a popular but underresearched concept, the fear of missing out (FOMO), on desirable experiences of which an individual is aware, but in which they do not partake. Through laboratory and field studies, we ...
An adaptive vent system for localized and customized thermal management in buildings
(ASME, 2020-05-01)
This paper introduces an innovative ventilation system that is capable of providing localized and customized thermal conditions in buildings. The system has diffusers with individually operable flaps that facilitate ...
The effect of triaxiality on finite element deletion strategies for simulating collapse of full-scale steel structures
(Elsevier, 2020-05-01)
Collapse prediction of steel structures should incorporate a finite element model that accounts for ductile fracture through material separation in critical structural members. Finite element deletion approaches have been ...
Value iteration algorithm for mean-field games
(Elsevier, 2020-09)
In the literature, existence of mean-field equilibria has been established for discrete-time mean field games under both the discounted cost and the average cost optimality criteria. In this paper, we provide a value ...
Searches for physics beyond the standard model with the MT2 variable in hadronic final states with and without disappearing tracks in proton–proton collisions at √s = 13 TeV
(Springer Nature, 2020-01-03)
Two related searches for phenomena beyond the standard model (BSM) are performed using events with hadronic jets and significant transverse momentum imbalance. The results are based on a sample of proton-proton collisions ...
Extraction and validation of a new set of CMS PYTHIA8 tunes from underlying-event measurements
(Springer Nature, 2020-01-03)
New sets of CMS underlying-event parameters ("tunes") are presented for the pythia8 event generator. These tunes use the NNPDF3.1 parton distribution functions (PDFs) at leading (LO), next-to-leading (NLO), or next-to-ne ...
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