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Adaptive hybrid optimization for integrated project scheduling and staffing problem with time/resource trade-offs
Published 2025-12-01“…Experimental results demonstrate that the adaptive hybrid algorithm outperforms standalone NSGA-II and MOPSO in generating schedules and optimizing resource allocation. …”
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343
Resource Optimization Method Based on Spatio-Temporal Modeling in a Complex Cluster Environment for Electric Vehicle Charging Scenarios
Published 2025-05-01“…In intelligent cluster systems, the spatio-temporal complexity of agent data collection and resource allocation, as well as the problems in collaborative organizations, present substantial challenges to efficient resource distribution. …”
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344
Demand side management with electric vehicles and optimal renewable resources integration under system uncertainties
Published 2025-05-01“…This paper aims to investigate the effect of integrating EVs and applying peak load shifting (PLS) as a DSM strategy with the optimal allocation of distributed energy resources, specifically wind and photovoltaic (PV) systems, as distributed generators (DGs) on distribution networks. …”
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345
Application of Optimization Algorithms in Voter Service Module Allocation
Published 2025-06-01“…These findings align with principles of spatial justice and highlight the practical efficiency of heuristic-based solutions in administrative resource allocation. The main contribution of this study is the development and evaluation of a hybrid heuristic framework for allocating INE modules, demonstrating that combining multiple heuristics—with a genetic algorithm as the initial phase—significantly improves solution quality and computational efficiency.…”
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346
A study of parameter aggregation algorithms for virtual power plant terminal decentralized resource scheduling characteristics in alpine regions
Published 2025-07-01“…Abstract To address the “secondary dispatch” problem in alpine virtual power plants caused by uncertainties in decentralized resource allocation, we develop an algorithm for aggregating dispatch parameters of distributed resources to achieve real-time load-demand matching. …”
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Neural Network-Based Coordinated Virtual Inertia Allocation Method for Multi-Region Distribution Systems
Published 2025-06-01“…Following this, a genetic algorithm-based solving strategy is designed to achieve the global optimal allocation of virtual inertia. …”
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350
A heuristic mixed real-time task allocation of virtual utilization in multi-core processor
Published 2023-07-01“…Aiming at the task allocation problem when mixed real-time tasks are dynamically added, we propose a heuristic mixed real-time task allocation algorithm of virtual utilization VU-WF (Virtual Utilization Worst Fit) in multi-core processor. …”
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351
A Robust Multi-Objective Evolutionary Framework for Artificial Island Construction Scheduling Under Dynamic Constraints
Published 2024-11-01Subjects: Get full text
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352
A Continuous Monitoring and Reallocation Method for Successful Decisions in Change Management
Published 2025-03-01Subjects: Get full text
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353
Modelled Energy Cost Minimization Solution for Wireless Rechargeable Sensor Networks
Published 2025-02-01Subjects: Get full text
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354
Research on intelligent computing offloading model based on reputation value in mobile edge computing
Published 2020-07-01“…Aiming at the problem of high-latency,high-energy-consumption,and low-reliability mobile caused by computing-intensive and delay-sensitive emerging mobile applications in the explosive growth of IoT smart mobile terminals in the mobile edge computing environment,an offload decision-making model where delay and energy consumption were comprehensively included,and a computing resource game allocation model based on reputation that took into account was proposed,then improved particle swarm algorithm and the method of Lagrange multipliers were used respectively to solve models.Simulation results show that the proposed method can meet the service requirements of emerging intelligent applications for low latency,low energy consumption and high reliability,and effectively implement the overall optimized allocation of computing offload resources.…”
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355
Research on the spatial allocation of fundamental medical facilities utilizing multi-objective optimization–a case study on Tianjin
Published 2025-07-01“…This paper developed a logical framework of “spatial accessibility-resource allocation-site optimization,” using Tianjin as a case study. …”
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356
Design and application research of traditional Chinese medicine teaching resource recommendation system based on multivariate data mining driven algorithm
Published 2025-12-01“…In this study, a multivariate data mining-driven algorithm was used to design a teaching resource recommendation system. …”
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357
Resource Efficient Handover Strategy for LTE Femtocells
Published 2015-09-01“…However, it is still challenging to properly allocate radio frequency resources in the handover procedure between a macrocell and a femtocell. …”
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Radio frequency energy harvesting-combined collaborative energy-saving computation offloading mechanism
Published 2023-03-01“…In order to fit the differentiated energy demands in vertical markets and ensure that internet of things (IoT) devices can hold an efficient and sustainable operation mode, a radio frequency energy harvesting-combined collaborative energy-saving computation offloading mechanism was studied.Specifically, a system energy consumption minimization problem was formulated under the joint optimization consideration of computation offloading decision, uplink bandwidth resource allocation, downlink bandwidth resource allocation and base station power splitting.Meanwhile, by combining the concept of penalty function, a new evaluation index was introduced, and then an adaptive particle swarm optimization-based collaborative energy saving computation offloading (APSO-CESCO) algorithm was proposed to solve the problem.The proposed algorithm constructed dynamic inertia weight and linearly adjusted penalty factor, which could alternate the spatial distribution density of the particle community in real-time during the iterative search process, and the optimal computation offloading policy with tolerable punishment could be well-generated.Furthermore, to prevent particles from exceeding exploration range, the velocity boundary was introduced which could also reduce the generation probability of invalid solutions and improve the actual exploration effectiveness.Finally, the simulation results show that the proposed algorithm can achieve higher convergence efficiency and solution accuracy, and compared with other common benchmark schemes, the system energy consumption can be reduced by 34.09%, 14.72%, and 6.86%, respectively.…”
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360
Interference Management in UAV-Assisted Multi-Cell Networks
Published 2025-06-01Get full text
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