Multi-objective dynamic programming with limited precision
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Global Optimization"
DOI: 10.1007/s10898-021-01096-x
Abstract: This paper addresses the problem of approximating the set of all solutions for Multi-objective Markov Decision Processes. We show that in the vast majority of interesting cases, the number of solutions is exponential or even… read more here.
Keywords: dynamic programming; limited precision; objective dynamic; multi objective ... See more keywords
Distributed Multi-Objective Dynamic Offloading Scheduling for Air–Ground Cooperative MEC
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2024.3379252
Abstract: Utilizing unmanned aerial vehicles (UAVs) with edge server to assist terrestrial mobile edge computing (MEC) has attracted tremendous attention. Nevertheless, state-of-the-art schemes based on deterministic optimizations or single-objective reinforcement learning (RL) cannot reduce the backlog… read more here.
Keywords: multi objective; distributed multi; offloading scheduling; decision making ... See more keywords
Multi-objective dynamic management of virtual machines in cloud environments
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Cloud Computing"
DOI: 10.1186/s13677-017-0086-z
Abstract: The management strategy of a data center needs access to sufficient resources in order to handle different requests of applications, while minimizing the consumed energy. With regard to high and varying resource demands, Virtual Machines… read more here.
Keywords: virtual machines; dynamic management; multi objective; management ... See more keywords