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Advanced Machine Learning Applications in Big Data Analytics
| Advanced Machine Learning Applications in Big Data Analytics |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2023 |
| Descrizione fisica | 1 online resource (654 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
1D quadratic chaotic system
adaptive learning adversarial attacks ARMA attentional mechanisms BaaS system bagging model behavior detection blockchain consensus algorithm border patrol BP butterfly optimization algorithm capacitated vehicle routing planning CBAM CBCFI classification algorithms cloud clustering algorithms CNN color image combined prediction model community clustering complementary ensemble empirical mode decomposition (CEEMD) composite multi-scale dispersion entropy computer vision concept drift confidentiality management convolutional neural networks coupled map lattice COVID-19 crisscross search data stream mining deep belief network deep feature deep learning design science research differential evolution digital archives disease classification DNA coding DNA computing DNA sequences design document classification dual-update strategy ELM embedding propagation emotion-cause pair extraction energy storage error coefficient event extraction event trigger words event type extreme learning machine fault diagnosis feature selection financial time series forecasting flight safety forecasting forex GA generative adversarial network global optimization GM graph attention network graph convolutional network graph neural network gravity search hash function health Hemerocallis citrina Baroni heterogeneous graph hierarchical clustering hierarchical model high-plateau flight hybrid model hyperspectral image classification image classification image encryption improved matrix particle swarm optimization algorithm (IMPSO) incremental learning information system information systems infrared Jaccard distance KNN least squares method lightweight neural networks long short-term memory network machine learning maturity detection mean absolute error mean-semivariance model membership grade meta-heuristic model predictive control multi-behavior recommendation multi-strategy MultiRocket n/a neural architecture search neural networks NLP object detection online learning opposition-based learning output optimization overseas Chinese associations particle swarm optimization peak shaving and frequency regulation performance analysis pilot abnormal behavior pixel level polymorphic mapping portfolio optimization principal component analysis PROPHET PSO quantum dynamics quick access recorder random replacement ridge regression saving mileage sequential recommendation service level agreement short-term traffic-flow forecasting signal-to-noise ratio distance sliding window spatial-temporal systems splicing model stacking model stock announcement news stock return support vector machine support vector machine swarm intelligence support vector machines swarm intelligence talent stability prediction target detection time series time series classification tomato leaf traffic flow forecasting transaction priority variational mode decomposition warning system whale optimization algorithm YOLOv4 algorithm YOLOv5 algorithm |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910743276603321 |
| MDPI - Multidisciplinary Digital Publishing Institute, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications
| Computational Intelligence for Modeling, Control, Optimization, Forecasting and Diagnostics in Photovoltaic Applications |
| Autore | Vitelli Massimo |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (280 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
adaptive neuro-fuzzy inference systems
ANFIS artificial neural network artificial neural networks clear sky irradiance clustering-based PV fault detection COA complex network analysis data fusion deterioration deterministic optimization algorithm diffractive grating diffractive optical element double flames generation (DFG) strategy duty cycle environmental parameters fault prognosis feed-forward neural networks finite difference time domain genetic algorithm global horizontal irradiance global optimization gradient descent hot spot image processing implicit model solution integrated energy systems linear approximation long short-term memory LSTM cell machine learning mathematical modeling maximum power point tracking metaheuristic optimization algorithm moth-flame optimization MPPT algorithm multiple regression model national power system optical modelling parameter extraction partial shading particle swarm optimization-artificial neural networks performances evaluation persistent predictor photovoltaic array photovoltaic model photovoltaic module photovoltaic plants photovoltaic power prediction photovoltaic system photovoltaic systems photovoltaics publicly available weather reports PV fleet PV power prediction PVs power output forecasting recurrent neural networks renewable energy self-imputation sensor network series-parallel single stage grid connected systems single-diode model smart energy management solar cell optimization Solar cell parameters solar concentrator solar irradiation spectral beam splitting statistical method sustainable development thermal image two-diode model unsupervised learning |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557297703321 |
Vitelli Massimo
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Continuous Casting / Michael Vynnycky
| Continuous Casting / Michael Vynnycky |
| Autore | Vynnycky Michael |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 electronic resource (250 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
inclusion motion
air mist spray cooling empirical mode decomposition electromagnetic field solidification final electromagnetic stirring beam blank liquid core reduction tundish thermomechanical coupling flow behavior steel tundish austenite grain coarsening pores annular argon blowing round bloom mold thin-slab cast direct-rolling data stream grain growth control propagation two-phase pinning HTC prediction argon gas distribution baffle flow field bubbles heat transfer inclusions upper nozzle swirling flow tundish crystal hybrid simulation model roll gap value inclusion entrapment fluid flow billet continuous casting mechanism heat flux numerical simulation secondary cooling uneven secondary cooling polycrystalline model mold level continuous casting entrainment slab continuous casting magnetohydrodynamics entrapment asymptotic analysis bulge deformation slab mold segmented roller velocity finite element analysis multi-source information fusion global optimization support vector regression variational mode decomposition multiphase flow molten steel flow PIV |
| ISBN |
9783039213221
3039213229 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910346839503321 |
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Vynnycky Michael
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Electric Systems for Transportation
| Electric Systems for Transportation |
| Autore | Ruvio Alessandro |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (690 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
adaptive control
adaptive control theory alternating direction method of multipliers ancillary services anti-lock braking system battery aging battery electric vehicles battery fuel gauge battery management system (BMS) battery management systems bilevel model capacity fade charging strategy city bus control strategy controlled charging controller cost model deep decarbonization deep reinforcement learning (DRL) diesel engine distribution network voltage regulation dQ/dV dual active bridge DC-DC converter dual-polarization model dV/dQ eco-driving efficiency electric bus electric power systems electric vehicle electric vehicles electric vehicles (EVs) electric-drive vehicle electrical installation electrical power systems electrical transport electrical vehicle energy efficiency energy management energy storage systems energy-optimized vehicle trajectories environmental impacts equivalent consumption minimization strategy EV motor inverter fast terminal sliding mode control fault diagnosis fractional-order model frequency regulation fuel consumption fuel economy full-bridge phase-shift DC-DC converter fuzzy logic system G2V gearbox genetic algorithm global optimization grid-side effects heavy-duty vehicles high power density home energy management system hybrid electric bulldozer hybrid electric vehicle hybrid electric vehicles hybrid Kalman filter hybrid powertrain hydraulic accumulator hydraulic power systems independent-drive technology input-parallel output-parallel input-parallel output-series input-series input-parallel output-series output-parallel input-series output-parallel input-series output-series internal resistances inverter life cycle assessment lithium-ion lithium-ion battery marine transport mathematical modeling microgrid more electric aircraft (MEA) multilevel converter multimodule DC-DC converters natural gas engine non-linear non-uniform air-gap on-board charger open-circuit voltage optimal torque distribution optimization optimization algorithm particle swarm algorithm particle swarm optimization PEM fuel cell system PFCM-ABC-SVM photovoltaic photovoltaic potentials plug-in electric vehicles plug-in hybrid policy incentive power converters power fade power grid power smoothing power systems power-split power-split hybrid predictive control public charging infrastructure public charging station public transport PV railway railway transport range constraint reused battery review road freight transport road freight vehicle road operation test robust estimation robust optimization rotor hole placement rotor structure route guidance strategies shift-by-wire (SBW) signalized intersections simulation SOC estimation state of charge state of health stochastic charging demands stochastic optimization supercapacitor sustainability sustainable development switched reluctance motor (SRM) TCO time-varying road network torque ripple total cost of ownership tracked vehicle traffic signal control transmission transportation ultra-fast charging ultracapacitor V2G vehicle vehicle dynamics model vehicle selection vehicle stock turnover model vehicle-grid integration vehicle-to-home wireless power transfer |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557407803321 |
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Ruvio Alessandro
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Energy Storage Systems for Electric Vehicles
| Energy Storage Systems for Electric Vehicles |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (550 p.) |
| Disciplina | 621.3124240284 |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
AC-AC converters
adaptive EKF SOC estimation adaptive equivalent consumption minimization strategy (A-ECMS) adaptive model-based algorithm artificial intelligence artificial neural networks automated guided vehicle autoregressive models of nonstationary signals available capacity battery battery capacity battery chargers battery life battery mechanical aging battery modelling and simulation battery recycling battery reusing battery sizing battery testing cycler battery thermal management battery thermal model braking force distribution braking intention butyronitrile cabin heating cell expansion CFD coulomb counting CVT speed ratio control diffusion induced stress driving conditions identification dual-motor energy recovery echelon utilization electric bus electric buses Electric Truck Simulator electric vehicle Electric Vehicle (EV) electric vehicles electrified propulsion electro-hydraulic braking electrochemical-thermal model electrode particle model energy consumption and efficiency characteristics energy efficiency energy management energy storage applications environmental conditions equalization algorithm estimation EV batteries fast charging force fuel cell fuel cell hybrid electric vehicle fuzzy unscented Kalman filtering algorithm global optimization heat and mass transfer hybrid electric vehicles (HEVs) hybrid energy storage system hybrid vehicles hydrostatic stress influence on diffusion improved second-order RC equivalent circuit iron phosphate joint estimation Kalman filter latent heat storage layered bidirectional equalization least squares support vector machines (LSSVM) least-energy routing algorithm li-ion battery linear observer SOC estimation linear quadratic estimator lithium ion battery lithium-ion batteries lithium-ion battery Lithium-ion battery lithium-ion cobalt battery lithium-ion polymer battery lowest instantaneous energy costs MATLAB MeshWorks metallic phase change material metric evaluation micro-channel cooling plate mode switching model-based design motor minimum loss multi-objective energy management new energy vehicle nitrile-based solvents non-aqueous electrolyte oil-electric-hydraulic hybrid system open circuit voltage open-circuit voltage optimal energy management particle swarm optimization (PSO) performance degradation modelling pontryagin's minimum principle (PMP) power batteries power battery power conversion harmonics power distribution powertrain optimization recurrent-neural-network (RNN) regenerative braking system resistance retired batteries SEI forming additives Simscape SLI battery square root cubature Kalman filter state of charge state of energy state of health state-of-charge state-of-charge estimation (SOC) state-of-health temperature thermal analysis thermal energy storage torque coordinated control Traveling Salesman Problem (TSP) Vehicle Routing Problem (VRP) waveforms modeling wireless power transmission |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557375603321 |
| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Engineering Fluid Dynamics 2018
| Engineering Fluid Dynamics 2018 |
| Autore | Hjertager Bjørn |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 online resource (256 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
abnormal blade installation angle
acoustic energy aerodynamic noise aspect ratio axial fan axial gap blade exit angle blade wrap angle cavitation inception centrifugal pump CFD simulation CGCT-blade integrated optimization circumferential groove casing treatment computational fluid dynamics (CFD) Computational Fluid Dynamics (CFD) deep sea mining dimensional analysis disc spacing distance disc thickness distribution characteristic evacuation evaporation and condensation experimental research fire fire propagation flow around cylinder flow control fluid dynamics fluid structure interaction (FSI) gas turbine global optimization heat transfer hot streak hydraulic collecting hydrodynamic response impeller isentropic efficiency leading edge manganese nodules exploitation multiphase flow natural ventilation noise spectrum numerical methods numerical simulation OpenFOAM optimized design orthogonal test plug-holing radiation noise rotating stall simulation and modeling source term suction flow field sweep and lean Tesla turbine thermosyphon tunnel slope tunnel vehicle fire two-stage axial fan unsteady heat release rate ventilation performance volume of fluid vortex generators vortex induced vibration (VIV) ratio wind tunnel |
| ISBN | 3-03928-113-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910372784603321 |
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Hjertager Bjørn
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| MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Entropy Measures for Data Analysis: Theory, Algorithms and Applications
| Entropy Measures for Data Analysis: Theory, Algorithms and Applications |
| Autore | Keller Karsten |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 online resource (260 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
algorithmic complexity
analog circuit auditory attention auditory attention classifier automatic learning belief entropy center of pressure displacement Chinese stock sectors co-evolution complex fuzzy set complex vague soft set conditional entropy of ordinal patterns cross wavelet transform cross-entropy method cross-visibility graphs data analysis data transformation Dempster-Shafer evidence theory distance distance induced vague entropy dual-tasking effective transfer entropy electroencephalography (EEG) embedded dimension empirical mode decomposition entropy entropy balance equation entropy measure entropy measures entropy visualization experiment of design fault diagnosis firefly algorithm geodesic distance global optimization image entropy information information entropy information transfer Kolmogorov-Sinai entropy learning learning systems linear discriminant analysis (LDA) machine learning evaluation market crash meta-heuristic multivariate analysis non-probabilistic entropy novelty detection ordinal patterns parametric t-distributed stochastic neighbor embedding particle size distribution permutation entropy Permutation entropy plausibility transformation relevance analysis sample entropy selfsimilar measure Shannon entropy Shannon-type relations short time records signal analysis signal classification similarity indices simulation support vector machine support vector machine (SVM) symbolic analysis synchronization analysis system coupling treadmill walking Tsallis entropy uncertainty of basic probability assignment vague entropy weighted Hartley entropy |
| ISBN | 3-03928-033-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti | Entropy Measures for Data Analysis |
| Record Nr. | UNINA-9910367736303321 |
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Keller Karsten
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Evolutionary Algorithms in Engineering Design Optimization
| Evolutionary Algorithms in Engineering Design Optimization |
| Autore | Greiner David |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 online resource (314 p.) |
| Soggetto topico |
History of engineering & technology
Technology: general issues |
| Soggetto non controllato |
accuracy levels
aeroacoustics archiving strategy artificial neural networks (ANN) limited training data Automatic Voltage Regulation system availability bankruptcy problem beam improvements beam T-junctions models Chaotic optimization classification control design differential evolution distance-based diversity control encoding evolutionary algorithm evolutionary algorithms evolutionary optimization experimental study finite elements analysis Fractional Order Proportional-Integral-Derivative controller genetic algorithm genetic programming global optimisation global optimization Gough-Stewart launchers machine learning machine vision min-max optimization mono and multi-objective optimization multi-objective decision-making multi-objective evolutionary algorithms multi-objective optimisation multi-objective optimization mutation-selection nearly optimal solutions neural networks non-linear parametric identification optimal control optimal design parallel manipulator parameter optimization Pareto front performance metrics plastics thermoforming preference in multi-objective optimization preventive maintenance scheduling quality control real application reusable launch vehicle robust robust design roughness measurement sheet thickness distribution space systems spaceplanes surrogate T-junctions trailing-edge noise trajectory optimisation two-stage method uncertainty quantification unscented transformation worst-case scenario Yellow Saddle Goatfish Algorithm |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910566486903321 |
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Greiner David
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Evolutionary Computation
| Evolutionary Computation |
| Autore | Alavi Amir |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2019 |
| Descrizione fisica | 1 online resource (424 p.) |
| Soggetto topico | History of engineering and technology |
| Soggetto non controllato |
?-Hilbert space
0-1 knapsack problems acceleration search adaptive multi-swarm adaptive weight architecture Artificial bee colony artificial bee colony algorithm (ABC) automatic identification average iteration times bat algorithm (BA) bat algorithm with multiple strategy coupling (mixBA) benchmark benchmark functions biology CEC2013 benchmarks cloud model computation confidence term constrained optimization problems (COPs) convergence point convolutional neural network DE algorithm deep learning dimension learning discrete algorithm dispatching rule diversity maintenance DV-Hop algorithm EHO elephant herding optimization elite strategy energy-efficient job shop scheduling entropy evolution evolutionary evolutionary algorithm evolutionary algorithms (EAs) evolutionary computation evolutionary multi-objective optimization facility layout design firefly algorithm (FA) first-arrival picking flexible job shop scheduling problem Friedman test fuzzy c-means genetic algorithm global optimization global optimum global position updating operator greedy optimization algorithm individual updating strategy integrated design large scale optimization large-scale large-scale optimization local search material handling path memetic algorithm minimum load coloring minimum total dominating set monarch butterfly optimization moth search algorithm multi-objective DV-Hop localization algorithm mutation operation nonlinear convergence factor normal cloud model NSGA-II-DV-Hop numerical simulation optimization particle swarm optimization particle swarm optimizer quantum uncertainty property random weight range detection rock types set-union knapsack problem shape grammar single loop slicing tree structure SPEA 2 stochastic ranking (SR) success rates swarm intelligence t-test topology structure transfer function urban design variable neighborhood search whale optimization algorithm Wilcoxon test wireless sensor networks (WSNs) Y conditional cloud generator |
| ISBN | 3-03921-929-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910367740503321 |
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Alavi Amir
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| MDPI - Multidisciplinary Digital Publishing Institute, 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Evolutionary Computation 2020
| Evolutionary Computation 2020 |
| Autore | Wang Gai-Ge |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 online resource (442 p.) |
| Soggetto topico | Technology: general issues |
| Soggetto non controllato |
0-1 knapsack problem
ant colony optimization assortative mating binary whale optimization algorithm bug detection bWOA-S bWOA-V citation classification coevolution constrained optimization cuckoo search algorithm decomposition-based multi-objective optimisation differential evolution dimensionality reduction discrete artificial bee colony algorithm diversity preservation dominance dynamic learning elephant herding optimization engineering optimization evolutionary algorithm evolutionary algorithms (EAs) evolutionary computation feature selection fuzzing fuzzy hybrid flow shop scheduling game feature game simulation game trees geoelectric model global optimization green shop scheduling grey wolf optimizer h-index iterated local search knapsack problem knowledge transfer krill herd magnetotelluric many-objective optimization memetic algorithm menu planning problem metaheuristic minimize makespan minimize total energy consumption multi-indicators multi-metric multi-objective optimization multi-resources multi-task evolutionary computation multi-task optimization mutation one-dimensional inversions opposite path opposition-based learning optimization problem Pareto optimality Pareto-front particle swarm optimization path discovery performance indicators playtesting playtesting metric premature convergence Q-learning quantum quantum computing ranking seed schedule self-adaptive step size simulated annealing single objective optimization single-objective optimization success-history swarm intelligence traveling salesman problems travelling salesman problem turning-based mutation unified search space universities ranking validation whale optimization algorithm WOA |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557699203321 |
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Wang Gai-Ge
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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