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Nature‐Inspired Meta‐Heuristic Algorithms for Resource Allocation in the Internet of Things

https://doi.org/10.1002/dac.6141
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1 of the 93 references listed on this page is in the Retraction Watch database as retracted (export 2026-11-11): 10.1007/s12652-020-01794-6 (notice 2022-05-30).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/cpe.6698openalex-snapshot
Single‐objective service composition methods in cloud manufacturing systems: Recent techniques, classification, and future trends
inferredcites →https://doi.org/10.1002/cpe.6959openalex-snapshot
A roadmap towards energy‐efficient data fusion methods in the Internet of Things
inferredcites →https://doi.org/10.1002/dac.3875openalex-snapshot
Nature‐inspired meta‐heuristic algorithms for solving the load balancing problem in the software‐defined network
inferredcites →https://doi.org/10.1002/dac.3893openalex-snapshot
Towards efficient data collection mechanisms in the vehicular ad hoc networks
inferredcites →https://doi.org/10.1002/dac.4652openalex-snapshot
An energy‐aware approach for resource managing in the fog‐based Internet of Things using a hybrid algorithm
inferredcites →https://doi.org/10.1002/dac.5006openalex-snapshot
Galactic swarm‐improved whale optimization algorithm‐based resource management in Internet of things
inferredcites →https://doi.org/10.1002/ett.3880openalex-snapshot
Latency‐minimum offloading decision and resource allocation for fog‐enabled Internet of Things networks
inferredcites →https://doi.org/10.1002/ett.4063openalex-snapshot
Trust management of services ( TMoS ): Investigating the current mechanisms
inferredcites →https://doi.org/10.1002/int.22636openalex-snapshot
Ant colony resource optimization for Industrial IoT and CPS
inferredcites →https://doi.org/10.1007/978-3-319-91086-4openalex-snapshot
Handbook of Metaheuristics
inferredcites →https://doi.org/10.1007/978-3-319-91086-4_1openalex-snapshot
Simulated Annealing: From Basics to Applications
inferredcites →https://doi.org/10.1007/978-3-319-91086-4_10openalex-snapshot
Ant Colony Optimization: Overview and Recent Advances
inferredcites →https://doi.org/10.1007/978-3-642-00185-7_1openalex-snapshot
Harmony Search as a Metaheuristic Algorithm
inferredcites →https://doi.org/10.1007/s00170-019-04213-zopenalex-snapshot
Exploring the state-of-the-art service composition approaches in cloud manufacturing systems to enhance upcoming techniques
inferredcites →https://doi.org/10.1007/s10462-012-9328-0openalex-snapshot
A comprehensive survey: artificial bee colony (ABC) algorithm and applications
inferredcites →https://doi.org/10.1007/s10586-019-02910-8openalex-snapshot
Resource allocation mechanisms and approaches on the Internet of Things
inferredcites →https://doi.org/10.1007/s10586-019-02950-0openalex-snapshot
A comprehensive and systematic review of the load balancing mechanisms in the Internet of Things
inferredcites →https://doi.org/10.1007/s10586-021-03294-4openalex-snapshot
The importance of nature-inspired meta-heuristic algorithms for solving virtual machine consolidation problem in cloud environments
inferredcites →https://doi.org/10.1007/s11276-013-0544-6openalex-snapshot
On the fairness of resource allocation in wireless mesh networks: a survey
inferredcites →https://doi.org/10.1007/s11276-020-02405-0openalex-snapshot
Service discovery in the Internet of Things: review of current trends and research challenges
inferredcites →https://doi.org/10.1007/s11277-020-07917-8openalex-snapshot
Energy Efficient Congestion Aware Resource Allocation and Routing Protocol for IoT Network using Hybrid Optimization Techniques
inferredcites →https://doi.org/10.1007/s12063-023-00423-7openalex-snapshot
An operational planning for emergency medical services considering the application of IoT
inferredcites →https://doi.org/10.1007/s12065-019-00210-zopenalex-snapshot
A survey on particle swarm optimization with emphasis on engineering and network applications
inferredcites →https://doi.org/10.1007/s12083-022-01388-3openalex-snapshot
CEDAR: A cluster-based energy-aware data aggregation routing protocol in the internet of things using capuchin search algorithm and fuzzy logic
inferredcites →https://doi.org/10.1007/s12652-020-01794-6openalex-snapshot
RETRACTED ARTICLE: Dynamic resource allocation with optimized task scheduling and improved power management in cloud computing
inferredcites →https://doi.org/10.1007/s12652-021-03545-7openalex-snapshot
Resource scheduling of concurrency based applications in IoT based cloud environment
inferredcites →https://doi.org/10.1007/s12652-023-04544-6openalex-snapshot
An efficient meta-heuristic resource allocation with load balancing in IoT-Fog-cloud computing environment
inferredcites →https://doi.org/10.1016/j.adhoc.2021.102436openalex-snapshot
Scalable and fair resource sharing among 5G D2D users and legacy 4G users: A game theoretic approach
inferredcites →https://doi.org/10.1016/j.cad.2010.12.015openalex-snapshot
Teaching–learning-based optimization: A novel method for constrained mechanical design optimization problems
inferredcites →https://doi.org/10.1016/j.comcom.2020.01.018openalex-snapshot
Enhanced resource allocation in mobile edge computing using reinforcement learning based MOACO algorithm for IIOT
inferredcites →https://doi.org/10.1016/j.comcom.2020.03.039openalex-snapshot
Resource allocation solution for sensor networks using improved chaotic firefly algorithm in IoT environment
inferredcites →https://doi.org/10.1016/j.compeleceng.2020.106693openalex-snapshot
Optimal resource selection framework for Internet-of-Things
inferredcites →https://doi.org/10.1016/j.compeleceng.2023.108964openalex-snapshot
An efficient intrusion detection framework for mitigating blackhole and sinkhole attacks in healthcare wireless sensor networks
inferredcites →https://doi.org/10.1016/j.engappai.2018.08.011openalex-snapshot
A review of applications of genetic algorithms in operations management
inferredcites →https://doi.org/10.1016/j.engappai.2023.105860openalex-snapshot
Multi-scale integrated deep self-attention network for predicting remaining useful life of aero-engine
inferredcites →https://doi.org/10.1016/j.future.2018.10.022openalex-snapshot
Optimistic virtual machine placement in cloud data centers using queuing approach
inferredcites →https://doi.org/10.1016/j.future.2019.02.028openalex-snapshot
Harris hawks optimization: Algorithm and applications
inferredcites →https://doi.org/10.1016/j.future.2021.05.012openalex-snapshot
Research on strong agile response task scheduling optimization enhancement with optimal resource usage in green cloud computing
inferredcites →https://doi.org/10.1016/j.iot.2019.100053openalex-snapshot
Energy efficient offloading strategy in fog-cloud environment for IoT applications
inferredcites →https://doi.org/10.1016/j.iot.2020.100293openalex-snapshot
Resource discovery techniques in the internet of things: A review
inferredcites →https://doi.org/10.1016/j.jnca.2014.01.014openalex-snapshot
A survey on trust management for Internet of Things
inferredcites →https://doi.org/10.1016/j.jnca.2017.08.006openalex-snapshot
Data aggregation mechanisms in the Internet of things: A systematic review of the literature and recommendations for future research
inferredcites →https://doi.org/10.1016/j.jnca.2018.07.007openalex-snapshot
A survey study on Internet of Things resource management
inferredcites →https://doi.org/10.1016/j.neucom.2020.06.142openalex-snapshot
A survey of bacterial foraging optimization
inferredcites →https://doi.org/10.1016/j.patrec.2022.04.024openalex-snapshot
Online product sentiment analysis using random evolutionary whale optimization algorithm and deep belief network
inferredcites →https://doi.org/10.1016/j.phpro.2012.02.223openalex-snapshot
Initially Researches for the Development of SSME under the Background of IOT
inferredcites →https://doi.org/10.1016/j.seta.2022.102439openalex-snapshot
Computation of electrical vehicle charging station (evcs) with coordinate computation based on meta-heuristics optimization model with effective management strategy for optimal charging and energy saving
inferredcites →https://doi.org/10.1016/j.seta.2022.102558openalex-snapshot
Improving the geo-drone-based route for effective communication and connection stability improvement in the emergency area ad-hoc network
inferredcites →https://doi.org/10.1049/iet-com.2019.1300openalex-snapshot
Energy‐aware dynamic‐link load balancing method for a software‐defined network using a multi‐objective artificial bee colony algorithm and genetic operators
inferredcites →https://doi.org/10.1080/1206212x.2022.2028999openalex-snapshot
Enhanced heuristic algorithm-based energy-aware resource optimization for cooperative IoT
inferredcites →https://doi.org/10.1080/13658810210138751openalex-snapshot
Using simulated annealing for resource allocation
inferredcites →https://doi.org/10.1108/cw-02-2020-0017openalex-snapshot
An energy-aware approach for resources allocating in the internet of things using a forest optimization algorithm
inferredcites →https://doi.org/10.1109/access.2018.2805842openalex-snapshot
Load Balancing Mechanisms in the Software Defined Networks: A Systematic and Comprehensive Review of the Literature
inferredcites →https://doi.org/10.1109/access.2019.2917557openalex-snapshot
Optimizing Resources Allocation for Fog Computing-Based Internet of Things Networks
inferredcites →https://doi.org/10.1109/iccc47050.2019.9064189openalex-snapshot
Effective Scheduling Simulation of Internet of Things Load Balanced Sharing of Resources
inferredcites →https://doi.org/10.1109/iccia61416.2023.10506397openalex-snapshot
Adaptive Control of Spur Gear Systems via Proximal Policy Optimization and Attention-Based Learning
inferredcites →https://doi.org/10.1109/icct.2010.5688537openalex-snapshot
Study on the structure of “Internet of Things(IOT)” business operation support platform
inferredcites →https://doi.org/10.1109/iccw.2015.7247599openalex-snapshot
Energy-efficient dynamic spectrum access in wireless heterogeneous networks
inferredcites →https://doi.org/10.1109/icetce48199.2020.9091743openalex-snapshot
Tabu Search Algorithm (TSA): A Comprehensive Survey
inferredcites →https://doi.org/10.1109/icssit53264.2022.9716228openalex-snapshot
Implementation of Dynamic Resource Allocation using Adaptive Fuzzy Multi-Objective Genetic Algorithm for IoT based Cloud System
inferredcites →https://doi.org/10.1109/icws.2015.78openalex-snapshot
An Efficient Resource Allocation Approach Based on a Genetic Algorithm for Composite Services in IoT Environments
inferredcites →https://doi.org/10.1109/isacs48493.2019.9068889openalex-snapshot
A Task Allocation In IoT Using Ant Colony Optimization
inferredcites →https://doi.org/10.1109/jiot.2018.2796310openalex-snapshot
An Effective IoT Service-to-Interface Assignment Algorithm via Search Economics
inferredcites →https://doi.org/10.1109/jiot.2019.2935056openalex-snapshot
Joint Container Placement and Task Provisioning in Dynamic Fog Computing
inferredcites →https://doi.org/10.1109/jiot.2020.3035542openalex-snapshot
A Review of Internet of Things—Resource Allocation
inferredcites →https://doi.org/10.1109/jiot.2021.3065966openalex-snapshot
Reliability-Constrained Throughput Optimization of Industrial Wireless Sensor Networks With Energy Harvesting Relay
inferredcites →https://doi.org/10.1109/jsyst.2023.3263865openalex-snapshot
Forecast-Assisted Service Function Chain Dynamic Deployment for SDN/NFV-Enabled Cloud Management Systems
inferredcites →https://doi.org/10.1109/latincom50620.2020.9282316openalex-snapshot
Resource Allocation Technique for Edge Computing Using Grey Wolf Optimization Algorithm
inferredcites →https://doi.org/10.1109/pdgc.2018.8745772openalex-snapshot
Modified Cuckoo Search for Resource Allocation on Social Internet-of-Things
inferredcites →https://doi.org/10.1109/tase.2023.3266065openalex-snapshot
Fault Tolerant Control of Fuzzy Stochastic Distribution Systems With Packet Dropout and Time Delay
inferredcites →https://doi.org/10.1109/tevc.2008.919004openalex-snapshot
Biogeography-Based Optimization
inferredcites →https://doi.org/10.1109/tii.2022.3158974openalex-snapshot
Task Co-Offloading for D2D-Assisted Mobile Edge Computing in Industrial Internet of Things
inferredcites →https://doi.org/10.1109/tits.2022.3182410openalex-snapshot
A Review of Vision-Based Traffic Semantic Understanding in ITSs
inferredcites →https://doi.org/10.1109/tmc.2020.3005908openalex-snapshot
An Energy-Efficient Framework for Internet of Things Underlaying Heterogeneous Small Cell Networks
inferredcites →https://doi.org/10.1109/tvt.2018.2820838openalex-snapshot
Joint Radio and Computational Resource Allocation in IoT Fog Computing
inferredcites →https://doi.org/10.1109/tvt.2020.2973294openalex-snapshot
Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networks
inferredcites →https://doi.org/10.1109/wcnc55385.2023.10118940openalex-snapshot
Federated Learning for Online Resource Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach
inferredcites →https://doi.org/10.1145/3289430.3289433openalex-snapshot
A particle Swarm Optimization-based Heuristic for Optimal Cost Estimation in Internet of Things Environment
inferredcites →https://doi.org/10.1145/3292674openalex-snapshot
A Survey of Communication Protocols for Internet of Things and Related Challenges of Fog and Cloud Computing Integration
inferredcites →https://doi.org/10.1145/3433541openalex-snapshot
Agile Support Vector Machine for Energy-efficient Resource Allocation in IoT-oriented Cloud using PSO
inferredcites →https://doi.org/10.1155/2020/6858541openalex-snapshot
Dynamic Multi-Swarm Differential Learning Quantum Bird Swarm Algorithm and Its Application in Random Forest Classification Model
inferredcites →https://doi.org/10.1155/2023/2311817openalex-snapshot
A Movie Recommender System Based on User Profile and Artificial Bee Colony Optimization
inferredcites →https://doi.org/10.13052/jicts2245-800x.12a9openalex-snapshot
Interoperation among IoT Standards
inferredcites →https://doi.org/10.22054/dcm.2022.68395.1105openalex-snapshot
The Impact of Content Produced on Instagram Social Network on Successful Economic Services of Isfahan in Corona Crisis Using a Combination of Genetic Algorithm and Forbidden Search Algorithm
inferredcites →https://doi.org/10.22059/jitm.2021.314592.2664openalex-snapshot
Geographic Routing Scheme For Resource And Communication Efficiency In the IoT Ecosystem using Swarm Intelligence-based BFO Algorithm
inferredcites →https://doi.org/10.32604/csse.2022.021529openalex-snapshot
Proportional Fairness Based Energy Efficient Routing in Wireless Sensor Network
inferredcites →https://doi.org/10.3390/app112411582openalex-snapshot
Finger-Gesture Recognition for Visible Light Communication Systems Using Machine Learning
inferredcites →https://doi.org/10.3390/s20020539openalex-snapshot
IoT Resource Allocation and Optimization Based on Heuristic Algorithm
inferredcites →https://doi.org/10.3390/s21082628openalex-snapshot
Multi-Objective Whale Optimization Algorithm for Computation Offloading Optimization in Mobile Edge Computing
inferredcites →https://doi.org/10.3390/su15043317openalex-snapshot
Internet of Medical Things Privacy and Security: Challenges, Solutions, and Future Trends from a New Perspective
inferredcites →https://doi.org/10.4236/jcc.2015.35021openalex-snapshot
Internet of Things (IoT): A Literature Review
inferredcites →https://doi.org/10.46254/na09.20240221openalex-snapshot
A Systematic Review of the Internet of Things Contribution to Obtain Supply Chain Integration
inferredcites →https://doi.org/10.7717/peerj-cs.908openalex-snapshot
Characterization inference based on joint-optimization of multi-layer semantics and deep fusion matching network

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-06713-5_3openalex-snapshot
Affective Edge Computing: Challenges and Opportunities in Decoding Emotional States
inferred← citeshttps://doi.org/10.1007/978-3-032-18920-2_40openalex-snapshot
From Data to Preferences: Hybrid Swarm Intelligence and MCDA for Criteria Weight Identification
inferred← citeshttps://doi.org/10.1007/s10586-025-05289-xopenalex-snapshot
Tiny machine learning models for autonomous workload distribution across cloud-edge computing continuum
inferred← citeshttps://doi.org/10.1007/s44444-026-00107-0openalex-snapshot
QoS-aware resource scheduling for machine type communication in 5G networks
inferred← citeshttps://doi.org/10.1109/ciacon70148.2026.11688813openalex-snapshot
BGTH-ADRLS: A Blockchain-Enabled Deep Reinforcement Learning for Cloud Resource Allocation and Adaptive Task Scheduling
inferred← citeshttps://doi.org/10.1109/icce70609.2026.11658448openalex-snapshot
Joint Task Offloading and Resource Orchestration in 6G SAGINs: A Hybrid Quantum-Inspired Meta-Heuristic Approach
inferred← citeshttps://doi.org/10.1109/icicnct66124.2025.11232987openalex-snapshot
HHO-Based Energy-Efficient Routing Protocol with Neural Network Clustering for IoT Sensor Networks
inferred← citeshttps://doi.org/10.1109/itt69610.2025.11352903openalex-snapshot
An Optimized Dual Attention Pointer Hybrid Framework for Intelligent Intrusion Detection in IoT
inferred← citeshttps://doi.org/10.1186/s44147-026-00932-9openalex-snapshot
Interactive fuzzy Bayesian search algorithm for task scheduling in cloud computing environments
inferred← citeshttps://doi.org/10.1186/s44147-026-01214-0openalex-snapshot
An enhanced seagull optimization algorithm for multi-dimensional internet of things routing under heterogeneity and mobility constraints
inferred← citeshttps://doi.org/10.12688/f1000research.169843.1openalex-snapshot
Next-Generation Interference Management: A Narrative Review of power Allocation and SIC Enhancement in 5G/6G NOMA
inferred← citeshttps://doi.org/10.1371/journal.pone.0328050openalex-snapshot
RETRACTED: Enhancing IoT cybersecurity through lean-based hybrid feature selection and ensemble learning: A visual analytics approach to intrusion detection
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