A meta-heuristic based multi objective optimization for load distribution in cloud data center under varying workloads
Sign Up to like & getrecommendations! Published in 2020 at "Cluster Computing"
DOI: 10.1007/s10586-020-03071-9
Abstract: Cloud computing has developed as a high-performance computing environment with a huge set of virtualized, abstracted, and flexible resource. It provides service to the user with high-performance. In a large-scale cloud computing environment, the cloud… read more here.
Keywords: cloud computing; multi objective; cloud data; cloud ... See more keywords
A heuristic-based population synthesis method for micro-simulation in transportation
Sign Up to like & getrecommendations! Published in 2017 at "KSCE Journal of Civil Engineering"
DOI: 10.1007/s12205-016-0704-1
Abstract: Population synthesis is extensively required by a number of micro-simulation models in transportation. A heuristic-based population synthesis method called Pop-H was proposed to overcome the following two limitations that received less attention. The first limitation… read more here.
Keywords: based population; population synthesis; synthesis method; heuristic based ... See more keywords
Discrete Soft Actor-Critic Algorithm With Heuristic-Based Action Mapping for RMSCA in MCF-EONs
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Lightwave Technology"
DOI: 10.1109/jlt.2025.3617511
Abstract: This paper proposes a novel deep reinforcement learning (DRL) architecture that enables effective decoupling between the agent and the environment for routing, modulation, spectrum, and core allocation (RMSCA) in multi-core fiber elastic optical networks (MCF-EONs).… read more here.
Keywords: action mapping; rmsca; based action; heuristic based ... See more keywords
Heuristic-Based Multi-Agent Deep Reinforcement Learning Approach for Coordinating Connected and Automated Vehicles at Non-Signalized Intersection
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2024.3407760
Abstract: One typical application of connected and automated vehicles (CAVs) is to coordinate multiple CAVs at a non-signalized intersection in mixed traffic, and it may take advantage of multi-agent deep reinforcement learning (MDRL) approaches to improve… read more here.
Keywords: signalized intersection; connected automated; heuristic based; non signalized ... See more keywords
Predictive Comment Updating With Heuristics and AST-Path-Based Neural Learning: A Two-Phase Approach
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Software Engineering"
DOI: 10.1109/tse.2022.3185458
Abstract: Just-in-time comment update is a promising way to reduce the burden of developers during software maintenance and evolution. Existing approaches can be divided into two categories: the heuristic-based approach and the deep-learning-based approach. The heuristic-based… read more here.
Keywords: heuristic based; based approach; deep learning; comment ... See more keywords
Improving the Robustness of the Theil-Sen Estimator Using a Simple Heuristic-Based Modification
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DOI: 10.3390/sym16060698
Abstract: One of the most widely used robust regression methods for solving simple linear regression problems is the Theil-Sen (TS) estimator. This estimator has some notable advantages; however, it does not belong to the most robust… read more here.
Keywords: rts estimator; heuristic based; regression; sen estimator ... See more keywords
Heuristic-based load balancing for identical virtual machines: a fair scheduling approach using probabilistic methods
Sign Up to like & getrecommendations! Published in 2025 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.3234
Abstract: The work that is considered in this article is the difficult task of designing a good scheduling policy for assigning the many activities involved in making multiple products to the available infrastructure of virtual machines… read more here.
Keywords: based load; time; virtual machines; heuristic based ... See more keywords