A Review of Computational Intelligence Techniques in Wireless Sensor and Actuator Networks
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"A Review of Computational Intellige..." refers methods in this paper
...NSGA-II was afterwards seeded with the 2- opt heuristic so as to improve its convergence and attain more robust solutions....
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...One very popular MOEA is the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) [45]....
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...Digital Object Identifier 10.1109/COMST.2018.2850220 AFSA Artificial Fish School Algorithm AIS Artificial Immune System ANN Artificial Neural Network AOI Area of Interest AOA Angle of Arrival ART Adaptive Resonance Theory BA Bees Algorithm BBA Biogeography-based Optimization Algorithm BFA Bacterial Foraging Algorithm CHNN Competitive Hopfield Neural Network CI Computational Intelligence CRNDP Constrained Relay Node Deployment Problem CS Cuckoo Search DE Differential Evolution DL Deep Learning DSS Decision Support System EA Evolutionary Algorithm FA Firefly Algorithm FIS Fuzzy Inference System FL Fuzzy Logic GA Genetic Algorithm GPS Global Positioning System GSO Glowworm Swarm Optimization HS Hybrid System HaS Harmony Search IEEE Institute of Electrical and Electronic Engineers LS Learning System MDP Markov Decision Process MLE Maximum Likelihood Estimation MOEA Multi-Objective Evolutionary Algorithm MOO Multi-Objective Optimization MOPSO MultiObjective Particle Swarm Optimization MOVNS MultiObjective Variable Neighbourhood Search MRTA Multi-Robot Task Allocation NP Non-Polynomial NSGA-II Non-Dominated Sorting Genetic Algorithm II PC-TSP Prize-Collecting Traveling Salesman Problem PSO Particle Swarm Optimization QoS Quality of Service RL Reinforcement Learning RSN Robotic Sensor Network RSSI Received Signal Strength Indication SCX Sequential Constructive Crossover SI Swarm Intelligence SIA Swarm Intelligence Algorithm SOM Self-Organizing Map 1553-877X c© 2018 IEEE....
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...Constrained Relay Node Deployment: The Constrained Relay Node Deployment Problem (CRNDP) was solved in [168] via three well-known multiobjective optimizers, viz NSGA-II, AbYSS (based on Scatter Search) and MOPSO....
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...One very popular MOEA is the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) [45]....
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20,196 citations
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"A Review of Computational Intellige..." refers background in this paper
...value from a set of inputs, their fuzzy sets and membership functions, and a set of inference rules [52]....
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17,936 citations
"A Review of Computational Intellige..." refers background in this paper
...whole [16]–[18] or to a particular WSN problem [19]–[24]....
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10,296 citations
"A Review of Computational Intellige..." refers methods in this paper
...The method is validated by comparing it to the well-known LEACH protocol [148]....
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