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Applications of Evolutionary Computation [[electronic resource] ] : 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings / / edited by Kevin Sim, Paul Kaufmann
| Applications of Evolutionary Computation [[electronic resource] ] : 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings / / edited by Kevin Sim, Paul Kaufmann |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XXII, 917 p. 305 illus.) |
| Disciplina | 005.432 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Artificial intelligence Computer vision Pattern recognition systems Computer networks Computers, Special purpose Artificial Intelligence Computer Vision Automated Pattern Recognition Computer Communication Networks Special Purpose and Application-Based Systems |
| ISBN | 3-319-77538-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Volume Editors -- Preface -- Organization -- Contents -- EvoBAFIN -- Multi-objective Cooperative Coevolutionary Algorithm with Dynamic Species-Size Strategy -- Abstract -- 1 Introduction -- 2 Multi-objective CCA with Dynamic Problem Decomposition -- 2.1 Dynamic Species-Size -- 2.2 Dynamic Process -- 2.3 Collaborator Selection Method -- 2.4 DMOCCA Main Algorithm -- 3 Formulation of CCMVPOP -- 4 Computational Experiments -- 4.1 Data -- 4.2 Parameter Setting -- 4.3 Computational Results -- 4.4 Effects of Implementing the Dynamic Species-Size Strategy -- 5 Conclusions -- References -- EvoBIO -- Task Classification Using Topological Graph Features for Functional M/EEG Brain Connectomics -- 1 Introduction -- 2 Model Selection as an Optimization Problem -- 3 Models and Methods -- 4 Experiments and Results -- 5 Conclusions and Future Research Lines -- References -- Feature Selection for Detecting Gene-Gene Interactions in Genome-Wide Association Studies -- 1 Introduction -- 2 Methods -- 2.1 Datasets -- 2.2 Quantification of Pairwise Interactions Using Information Gain -- 2.3 Feature Selection Algorithms -- 3 Results -- 3.1 Feature Selection Algorithms on the Simulated Data -- 3.2 Feature Selection Algorithms on the CRC Data -- 4 Discussion -- References -- Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm -- 1 Introduction -- 2 Materials and Methods -- 2.1 Images Dataset -- 2.2 Proposed Algorithm -- 2.3 Evaluation Metrics -- 3 Results and Discussion -- 4 Conclusion -- References -- Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces -- 1 Introduction -- 2 Background -- 2.1 Filters -- 2.2 Wrappers -- 2.3 Hybrid Approaches -- 3 Proposed Method -- 3.1 Iterated Local Search.
3.2 Minimal Redundancy Maximal Relevance-Iterated Local Search -- 4 Methodology -- 4.1 Datasets -- 4.2 Features -- 4.3 Solution Size -- 4.4 Classifiers -- 5 Results and Discussion -- 6 Conclusion -- References -- Automatic Segmentation of Neurons in 3D Samples of Human Brain Cortex -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 2.1 Sample Collection and Preparation -- 2.2 Imaging: Two-Photon Fluorescence Microscopy -- 2.3 Image Stitching -- 2.4 Pattern-Level Segmentation by CNN -- 3 Results -- 4 Discussion and Conclusion -- Acknowledgements -- References -- Analysis of Relevance and Redundance on Topoisomerase 2b (TOP2B) Binding Sites: A Feature Selection Approach -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data -- 2.2 Classification -- 2.3 Feature Selection -- 3 Experimental Results -- 3.1 Baseline Classification Results -- 3.2 Feature Selection -- 4 Feature Analysis -- 4.1 Baseline Classification -- 4.2 Feature Selection -- 5 Conclusions and Future Works -- References -- EvoCOMNET -- Multimodal Transportation Network Design Using Physarum Polycephalum-Inspired Multi-agent Computation Methods -- 1 Introduction -- 2 Previous Work -- 3 Research Methodology -- 3.1 Model Background -- 3.2 The Multimodal Physarum Model -- 4 Model Evaluation -- 4.1 Basic Network Performance Analysis -- 4.2 Implementation in Real-World Context -- 5 Conclusions and Future Research -- References -- Improving Multi-objective Evolutionary Influence Maximization in Social Networks -- 1 Introduction -- 2 Background and Related Work -- 2.1 Models for Influence Propagation and Problem Formulation -- 2.2 Existing Solutions for Influence Maximization -- 3 Proposed Approach -- 4 Experimental Evaluation -- 4.1 Benchmarks -- 4.2 Experimental Results -- 5 Conclusions -- References -- Social Relevance Index for Studying Communities in a Facebook Group of Patients. 1 Introduction -- 2 Related Works -- 3 The Relevance Index Approach -- 4 HyReSS: Hybrid Relevant Set Search -- 4.1 Genetic Algorithm -- 4.2 Variable Relevance-Based Local Search -- 4.3 Variable Frequency-Based Search -- 4.4 CRS Cardinality-Based Search -- 4.5 Merging -- 5 Experimental Results -- 5.1 Dataset Description -- 5.2 HyReSS Performances -- 5.3 Social Network Results -- 6 Conclusion -- References -- A Fast Metaheuristic for the Design of DVB-T2 Networks -- 1 Introduction -- 2 An Optimization Model for DVB-T2 Network Design -- 2.1 Strengthening the Formulation DVB-MILP -- 3 A Metaheuristic for DVB-T2 Network Design -- 3.1 Feasible Solution Construction -- 3.2 MILP Improvement Heuristic -- 3.3 The Complete Algorithm -- 4 Computational Tests -- 5 Conclusion and Future Work -- References -- EvoCOMPLEX -- A Genetic Algorithm for Community Detection in Attributed Graphs -- 1 Introduction -- 2 Problem Definition -- 3 @NetGA Description -- 4 Experimental Evaluation -- 4.1 Datasets -- 4.2 Algorithms in Comparison -- 4.3 Evaluation Measures -- 4.4 Results -- 5 Conclusion -- References -- Maximizing the Effect of Local Disturbance in the Dynamics of Opinion Formation -- Abstract -- 1 Introduction -- 2 Model -- 3 Genetic Algorithm -- 4 Result -- 5 Conclusion -- Acknowledgement -- References -- Accelerating the Computation of Solutions in Resource Allocation Problems Using an Evolutionary Approach and Multiagent Reinforcement Learning -- 1 Introduction -- 2 Multiagent Reinforcement Learning -- 3 Related Work -- 4 Methods: General Scheme -- 5 Methods: Specific Problem -- 5.1 Instantiation to a Congestion Game -- 5.2 Traffic Networks -- 6 Results -- 6.1 Network: OW -- 6.2 Network: SF -- 6.3 Network: Braess Paradox -- 6.4 Discussion -- 7 Conclusions and Future Work -- References -- EvoENERGY. Achieving Optimized Decisions on Battery Operating Strategies in Smart Buildings -- 1 Introduction -- 2 Related Work -- 3 Scenario and Setup: Smart Residential Building -- 3.1 Building Model and Battery Energy Storage System Model -- 3.2 Building Energy Management System -- 4 Battery System Controller: Approach and Optimization -- 4.1 Non-optimized and Optimized Operating Strategies -- 4.2 Integration into the Optimization -- 4.3 Handling of Uncertainty in Predictions -- 5 Results and Discussion -- 5.1 Exemplary Optimized Day -- 5.2 Discussion of the Results -- 6 Conclusion and Outlook -- References -- Phase-Space Sampling of Energy Ensembles with CMA-ES -- 1 Introduction -- 2 Scheduling and Flexibility Modeling -- 3 Phase Space Sampling -- 4 CMA-ES for Optimized Sampling -- 5 Results -- 6 Conclusion -- References -- Many-Objective Optimization of Mission and Hybrid Electric Power System of an Unmanned Aircraft -- Abstract -- 1 Introduction -- 1.1 Evolutionary Methods -- 2 The Optimization Problem -- 2.1 Inputs of the Optimization -- 2.2 Optimization Methods and Goals -- 3 Performance Analysis -- 3.1 Results of the Simplified Problem -- 3.2 Results of the Complete Problem (Many-Objective Optimization) -- 4 Discussion of the Results -- 5 Conclusions -- References -- Evolving Controllers for Electric Vehicle Charging -- 1 Introduction -- 2 Evolution of Controllers -- 3 Experiments -- 4 Conclusions and Future Work -- References -- Network Coordinated Evolution: Modeling and Control of Distributed Systems Through On-line Genetic PID-Control Optimization Search -- 1 Introduction -- 2 Problem Description -- 3 Network Coordinated Evolution -- 3.1 On-line Genetic Search Algorithm -- 3.2 Graph Database -- 4 Implementation -- 4.1 Genetic Search Implementation -- 4.2 Testbed Realization -- 5 Results -- 6 Conclusion -- References -- EvoGAMES. Piecemeal Evolution of a First Person Shooter Level -- 1 Introduction -- 2 Background Work on Map Sketches -- 3 Methodology -- 3.1 Evolving the Ground Floor -- 3.2 Creating the Top Floor from the Ground Floor -- 3.3 Evolving both Floors -- 3.4 Post-processing to Create the Final Room -- 4 Experiments -- 4.1 Comparing Level Structures -- 4.2 Comparing Level Patterns -- 5 Discussion -- 6 Conclusion -- References -- Online-Trained Fitness Approximators for Real-World Game Balancing -- 1 Introduction -- 1.1 Motivation -- 1.2 Previous Work -- 1.3 Structure -- 2 Methodology -- 2.1 Ms Pacman -- 2.2 TORCS -- 2.3 Genetic Algorithm -- 2.4 Approximator Integration -- 2.5 Neural Network -- 2.6 C4.5 Decision Trees -- 2.7 K-Nearest Neighbours -- 2.8 Experiments -- 3 Results -- 3.1 PacMan -- 3.2 TORCS -- 4 Discussion and Conclusion -- References -- Recomposing the Pokémon Color Palette -- 1 Introduction -- 2 Related Work -- 3 Processing the Pokémon Dataset -- 3.1 The Dataset -- 3.2 Decomposing Pokémon Sprites -- 3.3 Analysis of Pokémon Sprite Metrics -- 4 Building a Classifier for Pokémon Types -- 5 Evolving the Pokémon Pallette -- 5.1 Customizing a Single Pokémon -- 5.2 Removing a Pokémon Type -- 5.3 Balancing the Number of Pokémon Per Type -- 6 Discussion -- 7 Conclusion -- References -- Mapping Chess Aesthetics onto Procedurally Generated Chess-Like Games -- 1 Introduction -- 2 Background Work -- 2.1 Procedural Content Generation -- 2.2 Simplified Boardgames -- 3 Methodology -- 3.1 Strategic Metrics -- 3.2 Visual Metrics -- 3.3 Mapping from General Games to Chess -- 3.4 Representation -- 3.5 Evolution and Its Variants -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- Evolving a TORCS Modular Fuzzy Driver Using Genetic Algorithms -- 1 Introduction -- 2 State of the Art -- 3 Experimental Setup -- 3.1 The TORCS Simulator -- 3.2 Fuzzy Controller. 4 Optimizing the Fuzzy Controllers with GA. |
| Record Nr. | UNINA-9910349457803321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Applications of Evolutionary Computation [[electronic resource] ] : 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part I / / edited by Giovanni Squillero, Paolo Burelli
| Applications of Evolutionary Computation [[electronic resource] ] : 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part I / / edited by Giovanni Squillero, Paolo Burelli |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXV, 849 p. 252 illus.) |
| Disciplina | 005.432 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Artificial intelligence Application software Pattern recognition systems Data mining Computer science—Mathematics Artificial Intelligence Computer and Information Systems Applications Automated Pattern Recognition Data Mining and Knowledge Discovery Mathematics of Computing |
| ISBN | 3-319-31204-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | EvoBAFIN: Enhanced Multiobjective Population-Based Incremental Learning with Applications in Risk Treaty Optimization -- Genetic Programming with Memory for Financial Trading -- Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data -- Evolving Classification Models for Prediction of Patient Recruitment in Multicentre Clinical Trials Using Grammatical Evolution -- Portfolio Optimization, a Decision-Support Methodology for Small Budgets -- Evolutionary Multiobjective Optimization for Portfolios in Emerging Markets: Contrasting Higher Moments and Median Models -- EvoBIO: On Combinatorial Optimisation in Analysis of Protein-Protein Interaction and Protein Folding Networks -- A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data -- Automating Biomedical Data Science Through Tree-Based Pipeline Optimization -- Bicliques in Graphs with Correlated Edges: From Artificial to Biological Networks -- Hybrid Biclustering Algorithms for Data Mining -- Discovering Potential Clinical Profiles of Multiple Sclerosis from Clinical and Pathological Free Text Data with Constraint Non-negative Matrix Factorization -- Application of Evolutionary Algorithms for the Optimization of Genetic Regulatory Networks -- EvoCOMNET: A Hybrid Discrete Artificial Bee Colony Algorithm for the Multicast Routing Problem -- Evolving Coverage Optimisation Functions for Heterogeneous Networks Using Grammatical Genetic Programming -- Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics -- A Heuristic Crossover Enhanced Evolutionary Algorithm for Clustering Wireless Sensor Network -- A Variable Local Search Based Memetic Algorithm for the Load Balancing Problem in Cloud Computing -- An (MI)LP-Based Primal Heuristic for 3-Architecture Connected Facility Location in Urban Access Network Design -- Reducing Efficiency of Connectivity-Splitting Attack on Newscast via Limited Gossip -- A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers -- UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets -- EvoCOMPLEX: Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks -- The Emergence of Cooperation in Public Goods Games on Randomly Growing Dynamic Networks -- Influence Maximization in Social Networks with Genetic Algorithms -- Measuring Diversity of Socio-Cognitively Inspired ACO Search -- Multiwinner Voting in Genetic Algorithms for Solving Ill-Posed Global Optimization Problems -- EvoENERGY: A Decentralized PSO with Decoder for Scheduling Distributed Electricity Generation -- Comparison of Multi-objective Evolutionary Optimization in Smart Building Scenarios -- Stigmergy-Based Scheduling of Flexible Loads -- Electrical Load Pattern Shape Clustering Using Ant Colony Optimization -- Optimization of Operation and Control Strategies for Battery Energy Storage Systems by Evolutionary Algorithms -- EvoGAMES: Orthogonally Evolved AI to Improve Difficulty Adjustment in Video Games -- There Can Be only One: Evolving RTS Bots via Joust Selection -- Constrained Level Generation through Grammar-Based Evolutionary Algorithms -- Evolving Chess-Like Games Using Relative Algorithm Performance Profiles -- Online Evolution for Multi-action Adversarial Games -- The Story of Their Lives: Massive Procedural Generation of Heroes' Journeys Using Evolved Agent-Based Models and Logical Reasoning -- Dangerousness Metric for Gene Regulated Car Driving -- Using Isovists to Evolve Terrains with Gameplay Elements -- A Spatially-Structured PCG Method for Content Diversity in a Physics-Based simulation Game -- Design and Evaluation of an Extended Learning Classifier-Based StarCraft Micro AI -- EvoIASP: A Wrapper Feature Selection Approach to Classification with Missing Data -- Bare-Bone Particle Swarm Optimisation for Simultaneously Discretising and Selecting Features For High-Dimensional Classification -- Mutual Information Estimation for Filter Based Feature Selection Using Particle Swarm Optimization -- Speaker Verification on Unbalanced Data with Genetic Programming -- Binary Tomography Reconstruction by Particle Aggregation -- Population Based Ant Colony Optimization for Reconstructing ECG Signals -- EvoINDUSTRY: Can Evolutionary Algorithms Beat Dynamic Programming for Hybrid -- NSGA-II Based Auto-Calibration of Automatic Number Plate Recognition Camera for Vehicle Speed Measurement -- Environment-Model Based Testing with Differential Evolution in an Industrial Setting -- Workforce Scheduling in Inbound Customer Call Centres with a Case Study. . |
| Record Nr. | UNISA-996466001303316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Applications of Evolutionary Computation [[electronic resource] ] : 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II / / edited by Giovanni Squillero, Paolo Burelli
| Applications of Evolutionary Computation [[electronic resource] ] : 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II / / edited by Giovanni Squillero, Paolo Burelli |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXVI, 329 p. 94 illus.) |
| Disciplina | 005.432 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Artificial intelligence Application software Pattern recognition systems Data mining Computer science—Mathematics Artificial Intelligence Computer and Information Systems Applications Automated Pattern Recognition Data Mining and Knowledge Discovery Mathematics of Computing |
| ISBN | 3-319-31153-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | EvoNUM: Local Fitness Meta-Models with Nearest Neighbor Regression -- Validating the Grid Diversity Operator: an Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms -- Benchmarking Languages for Evolutionary Algorithms -- On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front -- Evolving Smoothing Kernels for Global Optimization -- EvoPAR: Implementing Parallel Differential Evolution on Spark -- ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithm -- Addressing High Dimensional Multi-Objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces -- Compilable Phenotypes: Accelerating the Evaluation of Individuals in Grammatical Evolution -- GPU Accelerated Molecular Docking Simulation with Genetic Algorithms -- EvoRISK: Challenging Anti-virus Through Evolutionary Malware Obfuscation -- EvoROBOT: Leveraging Online Racing and Population Cloning in Evolutionary Multirobot Systems -- Multi-Agent Behavior-Based Policy Transfer -- On-line Evolution of Foraging Behaviour in a Population of Real Robots -- Hybrid Control for a Real Swarm Robotics System in an Intruder Detection Task -- EvoSTOC: Direct Memory Schemes for Population-Based Incremental Learning in Cyclically Changing Environments -- Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting -- Benchmarking Dynamic Three-Dimensional Bin Packing Problems Using Discrete-Event Simulation -- Genetic Programming Algorithms for Dynamic Environments -- A Memory-Based NSGA-II Algorithm for Dynamic Multi-Objective Optimization Problems -- Hybrid Dynamic Resampling Algorithms for Evolutionary Multi-objective Optimization of Invariant-Noise Problems. . |
| Record Nr. | UNISA-996466003803316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Applications of Evolutionary Computation [[electronic resource] ] : 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II / / edited by Giovanni Squillero, Paolo Burelli
| Applications of Evolutionary Computation [[electronic resource] ] : 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part II / / edited by Giovanni Squillero, Paolo Burelli |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXVI, 329 p. 94 illus.) |
| Disciplina | 005.432 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Artificial intelligence Application software Pattern recognition systems Data mining Computer science—Mathematics Artificial Intelligence Computer and Information Systems Applications Automated Pattern Recognition Data Mining and Knowledge Discovery Mathematics of Computing |
| ISBN | 3-319-31153-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | EvoNUM: Local Fitness Meta-Models with Nearest Neighbor Regression -- Validating the Grid Diversity Operator: an Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms -- Benchmarking Languages for Evolutionary Algorithms -- On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front -- Evolving Smoothing Kernels for Global Optimization -- EvoPAR: Implementing Parallel Differential Evolution on Spark -- ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithm -- Addressing High Dimensional Multi-Objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces -- Compilable Phenotypes: Accelerating the Evaluation of Individuals in Grammatical Evolution -- GPU Accelerated Molecular Docking Simulation with Genetic Algorithms -- EvoRISK: Challenging Anti-virus Through Evolutionary Malware Obfuscation -- EvoROBOT: Leveraging Online Racing and Population Cloning in Evolutionary Multirobot Systems -- Multi-Agent Behavior-Based Policy Transfer -- On-line Evolution of Foraging Behaviour in a Population of Real Robots -- Hybrid Control for a Real Swarm Robotics System in an Intruder Detection Task -- EvoSTOC: Direct Memory Schemes for Population-Based Incremental Learning in Cyclically Changing Environments -- Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting -- Benchmarking Dynamic Three-Dimensional Bin Packing Problems Using Discrete-Event Simulation -- Genetic Programming Algorithms for Dynamic Environments -- A Memory-Based NSGA-II Algorithm for Dynamic Multi-Objective Optimization Problems -- Hybrid Dynamic Resampling Algorithms for Evolutionary Multi-objective Optimization of Invariant-Noise Problems. . |
| Record Nr. | UNINA-9910484764603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Applications of Evolutionary Computation [[electronic resource] ] : 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part I / / edited by Giovanni Squillero, Paolo Burelli
| Applications of Evolutionary Computation [[electronic resource] ] : 19th European Conference, EvoApplications 2016, Porto, Portugal, March 30 -- April 1, 2016, Proceedings, Part I / / edited by Giovanni Squillero, Paolo Burelli |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXV, 849 p. 252 illus.) |
| Disciplina | 005.432 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Artificial intelligence Application software Pattern recognition systems Data mining Computer science—Mathematics Artificial Intelligence Computer and Information Systems Applications Automated Pattern Recognition Data Mining and Knowledge Discovery Mathematics of Computing |
| ISBN | 3-319-31204-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | EvoBAFIN: Enhanced Multiobjective Population-Based Incremental Learning with Applications in Risk Treaty Optimization -- Genetic Programming with Memory for Financial Trading -- Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data -- Evolving Classification Models for Prediction of Patient Recruitment in Multicentre Clinical Trials Using Grammatical Evolution -- Portfolio Optimization, a Decision-Support Methodology for Small Budgets -- Evolutionary Multiobjective Optimization for Portfolios in Emerging Markets: Contrasting Higher Moments and Median Models -- EvoBIO: On Combinatorial Optimisation in Analysis of Protein-Protein Interaction and Protein Folding Networks -- A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data -- Automating Biomedical Data Science Through Tree-Based Pipeline Optimization -- Bicliques in Graphs with Correlated Edges: From Artificial to Biological Networks -- Hybrid Biclustering Algorithms for Data Mining -- Discovering Potential Clinical Profiles of Multiple Sclerosis from Clinical and Pathological Free Text Data with Constraint Non-negative Matrix Factorization -- Application of Evolutionary Algorithms for the Optimization of Genetic Regulatory Networks -- EvoCOMNET: A Hybrid Discrete Artificial Bee Colony Algorithm for the Multicast Routing Problem -- Evolving Coverage Optimisation Functions for Heterogeneous Networks Using Grammatical Genetic Programming -- Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics -- A Heuristic Crossover Enhanced Evolutionary Algorithm for Clustering Wireless Sensor Network -- A Variable Local Search Based Memetic Algorithm for the Load Balancing Problem in Cloud Computing -- An (MI)LP-Based Primal Heuristic for 3-Architecture Connected Facility Location in Urban Access Network Design -- Reducing Efficiency of Connectivity-Splitting Attack on Newscast via Limited Gossip -- A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers -- UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets -- EvoCOMPLEX: Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks -- The Emergence of Cooperation in Public Goods Games on Randomly Growing Dynamic Networks -- Influence Maximization in Social Networks with Genetic Algorithms -- Measuring Diversity of Socio-Cognitively Inspired ACO Search -- Multiwinner Voting in Genetic Algorithms for Solving Ill-Posed Global Optimization Problems -- EvoENERGY: A Decentralized PSO with Decoder for Scheduling Distributed Electricity Generation -- Comparison of Multi-objective Evolutionary Optimization in Smart Building Scenarios -- Stigmergy-Based Scheduling of Flexible Loads -- Electrical Load Pattern Shape Clustering Using Ant Colony Optimization -- Optimization of Operation and Control Strategies for Battery Energy Storage Systems by Evolutionary Algorithms -- EvoGAMES: Orthogonally Evolved AI to Improve Difficulty Adjustment in Video Games -- There Can Be only One: Evolving RTS Bots via Joust Selection -- Constrained Level Generation through Grammar-Based Evolutionary Algorithms -- Evolving Chess-Like Games Using Relative Algorithm Performance Profiles -- Online Evolution for Multi-action Adversarial Games -- The Story of Their Lives: Massive Procedural Generation of Heroes' Journeys Using Evolved Agent-Based Models and Logical Reasoning -- Dangerousness Metric for Gene Regulated Car Driving -- Using Isovists to Evolve Terrains with Gameplay Elements -- A Spatially-Structured PCG Method for Content Diversity in a Physics-Based simulation Game -- Design and Evaluation of an Extended Learning Classifier-Based StarCraft Micro AI -- EvoIASP: A Wrapper Feature Selection Approach to Classification with Missing Data -- Bare-Bone Particle Swarm Optimisation for Simultaneously Discretising and Selecting Features For High-Dimensional Classification -- Mutual Information Estimation for Filter Based Feature Selection Using Particle Swarm Optimization -- Speaker Verification on Unbalanced Data with Genetic Programming -- Binary Tomography Reconstruction by Particle Aggregation -- Population Based Ant Colony Optimization for Reconstructing ECG Signals -- EvoINDUSTRY: Can Evolutionary Algorithms Beat Dynamic Programming for Hybrid -- NSGA-II Based Auto-Calibration of Automatic Number Plate Recognition Camera for Vehicle Speed Measurement -- Environment-Model Based Testing with Differential Evolution in an Industrial Setting -- Workforce Scheduling in Inbound Customer Call Centres with a Case Study. . |
| Record Nr. | UNINA-9910483883603321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Applications of Evolutionary Computation [[electronic resource] ] : 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers / / edited by Anna I. Esparcia-Alcázar, Antonio M. Mora
| Applications of Evolutionary Computation [[electronic resource] ] : 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers / / edited by Anna I. Esparcia-Alcázar, Antonio M. Mora |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXVIII, 969 p. 336 illus.) |
| Disciplina | 005.1 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Artificial intelligence Pattern recognition systems Computer networks Computer science Application software Artificial Intelligence Automated Pattern Recognition Computer Communication Networks Theory of Computation Computer and Information Systems Applications |
| ISBN | 3-662-45523-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Nature-inspired techniques for telecommunication networks and other parallel and distributed systems -- Evolutionary algorithms and complex systems -- Evolutionary computation in energy applications -- Evolutionary and natural computation in finance and economics -- Bio-inspired algorithms in games -- Evolutionary computation in image analysis, signal processing, and pattern recognition -- Nature-inspired techniques in industrial settings -- Bio-inspired algorithms for continuous parameter optimization -- Parallel implementation of evolutionary algorithms -- Computational intelligence for risk management, security and defence applications -- Evolutionary computation in robotics -- Evolutionary algorithms in stochastic and dynamic environments -- EC and related techniques in bioinformatics and computational biology. |
| Record Nr. | UNISA-996210509503316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Applications of Evolutionary Computation [[electronic resource] ] : 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers / / edited by Anna I. Esparcia-Alcázar, Antonio M. Mora
| Applications of Evolutionary Computation [[electronic resource] ] : 17th European Conference, EvoApplications 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers / / edited by Anna I. Esparcia-Alcázar, Antonio M. Mora |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (XXVIII, 969 p. 336 illus.) |
| Disciplina | 005.1 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Artificial intelligence Pattern recognition systems Computer networks Computer science Application software Artificial Intelligence Automated Pattern Recognition Computer Communication Networks Theory of Computation Computer and Information Systems Applications |
| ISBN | 3-662-45523-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Nature-inspired techniques for telecommunication networks and other parallel and distributed systems -- Evolutionary algorithms and complex systems -- Evolutionary computation in energy applications -- Evolutionary and natural computation in finance and economics -- Bio-inspired algorithms in games -- Evolutionary computation in image analysis, signal processing, and pattern recognition -- Nature-inspired techniques in industrial settings -- Bio-inspired algorithms for continuous parameter optimization -- Parallel implementation of evolutionary algorithms -- Computational intelligence for risk management, security and defence applications -- Evolutionary computation in robotics -- Evolutionary algorithms in stochastic and dynamic environments -- EC and related techniques in bioinformatics and computational biology. |
| Record Nr. | UNINA-9910484688903321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Applications of Evolutionary Computation [[electronic resource] ] : EvoApplications 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I / / edited by Cecilia Di Chio, Stefano Cagnoni, Carlos Cotta, Marc Ebner, Aniko Ekart, Anna I. Esparcia-Alcázar, Chi-Keong Goh, Juan J. Merelo, Ferrante Neri, Mike Preuss, Julian Togelius, Georgios N. Yannakakis
| Applications of Evolutionary Computation [[electronic resource] ] : EvoApplications 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I / / edited by Cecilia Di Chio, Stefano Cagnoni, Carlos Cotta, Marc Ebner, Aniko Ekart, Anna I. Esparcia-Alcázar, Chi-Keong Goh, Juan J. Merelo, Ferrante Neri, Mike Preuss, Julian Togelius, Georgios N. Yannakakis |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XXXII, 616 p. 231 illus.) |
| Disciplina | 006.3 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Artificial intelligence
Computer science Pattern recognition systems Algorithms Computer vision Application software Artificial Intelligence Theory of Computation Automated Pattern Recognition Computer Vision Computer and Information Systems Applications |
| ISBN |
1-280-38606-1
9786613563989 3-642-12239-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | EvoCOMPLEX Contributions -- Coevolutionary Dynamics of Interacting Species -- Evolving Individual Behavior in a Multi-agent Traffic Simulator -- On Modeling and Evolutionary Optimization of Nonlinearly Coupled Pedestrian Interactions -- Revising the Trade-off between the Number of Agents and Agent Intelligence -- Sexual Recombination in Self-Organizing Interaction Networks -- Symbiogenesis as a Mechanism for Building Complex Adaptive Systems: A Review -- EvoGAMES Contributions -- Co-evolution of Optimal Agents for the Alternating Offers Bargaining Game -- Fuzzy Nash-Pareto Equilibrium: Concepts and Evolutionary Detection -- An Evolutionary Approach for Solving the Rubik’s Cube Incorporating Exact Methods -- Evolution of Artificial Terrains for Video Games Based on Accessibility -- Evolving Behaviour Trees for the Commercial Game DEFCON -- Evolving 3D Buildings for the Prototype Video Game Subversion -- Finding Better Solutions to the Mastermind Puzzle Using Evolutionary Algorithms -- Towards a Generic Framework for Automated Video Game Level Creation -- Search-Based Procedural Content Generation -- Evolution of Grim Trigger in Prisoner Dilemma Game with Partial Imitation -- Evolving a Ms. PacMan Controller Using Grammatical Evolution -- Evolving Bot AI in UnrealTM -- Evolutionary Algorithm for Generation of Entertaining Shinro Logic Puzzles -- Social Learning Algorithms Reaching Nash Equilibrium in Symmetric Cournot Games -- Multiple Overlapping Tiles for Contextual Monte Carlo Tree Search -- EvoIASP Contributions -- A CNN Based Algorithm for the Automated Segmentation of Multiple Sclerosis Lesions -- A Hybrid Evolutionary Algorithm for Bayesian Networks Learning: An Application to Classifier Combination -- Towards Automated Learning of Object Detectors -- Markerless Multi-view Articulated Pose Estimation Using Adaptive Hierarchical Particle Swarm Optimisation -- Hand Posture Recognition Using Real-Time Artificial Evolution -- Comparing Cellular and Panmictic Genetic Algorithms for Real-Time Object Detection -- Bloat Free Genetic Programming versus Classification Trees for Identification of Burned Areas in Satellite Imagery -- Genetic Algorithms for Training Data and Polynomial Optimization in Colorimetric Characterization of Scanners -- New Genetic Operators in the Fly Algorithm: Application to Medical PET Image Reconstruction -- Chaotic Hybrid Algorithm and Its Application in Circle Detection -- Content-Based Image Retrieval of Skin Lesions by Evolutionary Feature Synthesis -- An Evolutionary Method for Model-Based Automatic Segmentation of Lower Abdomen CT Images for Radiotherapy Planning -- Evolution of Communicating Individuals -- Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization -- Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach -- EvoINTELLIGENCE Contributions -- A Comparative Study between Genetic Algorithm and Genetic Programming Based Gait Generation Methods for Quadruped Robots -- Markerless Localization for Blind Users Using Computer Vision and Particle Swarm Optimization -- Particle Swarm Optimization for Feature Selection in Speaker Verification -- Scale- and Rotation-Robust Genetic Programming-Based Corner Detectors -- Self-organized and Evolvable Cognitive Architecture for Intelligent Agents and Multi-Agent Systems -- EvoNUM Contributions -- Investigating the Local-Meta-Model CMA-ES for Large Population Sizes -- Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing -- Automatically Modeling Hybrid Evolutionary Algorithms from Past Executions -- Gaussian Adaptation Revisited – An Entropic View on Covariance Matrix Adaptation -- Parallel Genetic Algorithm on the CUDA Architecture -- A New Selection Ratio for Large Population Sizes -- Multi-Objective Probability Collectives -- Parallel Random Injection Differential Evolution -- Effect of Spatial Locality on an Evolutionary Algorithm for Multimodal Optimization -- A Directed Mutation Operator for Real Coded Genetic Algorithms -- Speedups between ×70 and ×120 for a Generic Local Search (Memetic) Algorithm on a Single GPGPU Chip -- Advancing Model–Building for Many–Objective Optimization Estimation of Distribution Algorithms -- Estimation Distribution Differential Evolution -- Design of Continuous Controllers Using a Multiobjective Differential Evolution Algorithm with Spherical Pruning -- Parameter Tuning of Evolutionary Algorithms: Generalist vs. Specialist -- EvoSTOC Contributions -- Memory Design for Constrained Dynamic Optimization Problems -- Multi-population Genetic Algorithms with Immigrants Scheme for Dynamic Shortest Path Routing Problems in Mobile Ad Hoc Networks -- Measuring Fitness Degradation in Dynamic Optimization Problems -- Handling Undefined Vectors in Expensive Optimization Problems -- Adaptive Noisy Optimization -- Noise Analysis Compact Genetic Algorithm. |
| Record Nr. | UNISA-996465278303316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Applications of Evolutionary Computation [[electronic resource] ] : EvoApplications 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I / / edited by Cecilia Di Chio, Stefano Cagnoni, Carlos Cotta, Marc Ebner, Aniko Ekart, Anna I. Esparcia-Alcázar, Chi-Keong Goh, Juan J. Merelo, Ferrante Neri, Mike Preuss, Julian Togelius, Georgios N. Yannakakis
| Applications of Evolutionary Computation [[electronic resource] ] : EvoApplications 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I / / edited by Cecilia Di Chio, Stefano Cagnoni, Carlos Cotta, Marc Ebner, Aniko Ekart, Anna I. Esparcia-Alcázar, Chi-Keong Goh, Juan J. Merelo, Ferrante Neri, Mike Preuss, Julian Togelius, Georgios N. Yannakakis |
| Edizione | [1st ed. 2010.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 |
| Descrizione fisica | 1 online resource (XXXII, 616 p. 231 illus.) |
| Disciplina | 006.3 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Artificial intelligence
Computer science Pattern recognition systems Algorithms Computer vision Application software Artificial Intelligence Theory of Computation Automated Pattern Recognition Computer Vision Computer and Information Systems Applications |
| ISBN |
1-280-38606-1
9786613563989 3-642-12239-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | EvoCOMPLEX Contributions -- Coevolutionary Dynamics of Interacting Species -- Evolving Individual Behavior in a Multi-agent Traffic Simulator -- On Modeling and Evolutionary Optimization of Nonlinearly Coupled Pedestrian Interactions -- Revising the Trade-off between the Number of Agents and Agent Intelligence -- Sexual Recombination in Self-Organizing Interaction Networks -- Symbiogenesis as a Mechanism for Building Complex Adaptive Systems: A Review -- EvoGAMES Contributions -- Co-evolution of Optimal Agents for the Alternating Offers Bargaining Game -- Fuzzy Nash-Pareto Equilibrium: Concepts and Evolutionary Detection -- An Evolutionary Approach for Solving the Rubik’s Cube Incorporating Exact Methods -- Evolution of Artificial Terrains for Video Games Based on Accessibility -- Evolving Behaviour Trees for the Commercial Game DEFCON -- Evolving 3D Buildings for the Prototype Video Game Subversion -- Finding Better Solutions to the Mastermind Puzzle Using Evolutionary Algorithms -- Towards a Generic Framework for Automated Video Game Level Creation -- Search-Based Procedural Content Generation -- Evolution of Grim Trigger in Prisoner Dilemma Game with Partial Imitation -- Evolving a Ms. PacMan Controller Using Grammatical Evolution -- Evolving Bot AI in UnrealTM -- Evolutionary Algorithm for Generation of Entertaining Shinro Logic Puzzles -- Social Learning Algorithms Reaching Nash Equilibrium in Symmetric Cournot Games -- Multiple Overlapping Tiles for Contextual Monte Carlo Tree Search -- EvoIASP Contributions -- A CNN Based Algorithm for the Automated Segmentation of Multiple Sclerosis Lesions -- A Hybrid Evolutionary Algorithm for Bayesian Networks Learning: An Application to Classifier Combination -- Towards Automated Learning of Object Detectors -- Markerless Multi-view Articulated Pose Estimation Using Adaptive Hierarchical Particle Swarm Optimisation -- Hand Posture Recognition Using Real-Time Artificial Evolution -- Comparing Cellular and Panmictic Genetic Algorithms for Real-Time Object Detection -- Bloat Free Genetic Programming versus Classification Trees for Identification of Burned Areas in Satellite Imagery -- Genetic Algorithms for Training Data and Polynomial Optimization in Colorimetric Characterization of Scanners -- New Genetic Operators in the Fly Algorithm: Application to Medical PET Image Reconstruction -- Chaotic Hybrid Algorithm and Its Application in Circle Detection -- Content-Based Image Retrieval of Skin Lesions by Evolutionary Feature Synthesis -- An Evolutionary Method for Model-Based Automatic Segmentation of Lower Abdomen CT Images for Radiotherapy Planning -- Evolution of Communicating Individuals -- Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization -- Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach -- EvoINTELLIGENCE Contributions -- A Comparative Study between Genetic Algorithm and Genetic Programming Based Gait Generation Methods for Quadruped Robots -- Markerless Localization for Blind Users Using Computer Vision and Particle Swarm Optimization -- Particle Swarm Optimization for Feature Selection in Speaker Verification -- Scale- and Rotation-Robust Genetic Programming-Based Corner Detectors -- Self-organized and Evolvable Cognitive Architecture for Intelligent Agents and Multi-Agent Systems -- EvoNUM Contributions -- Investigating the Local-Meta-Model CMA-ES for Large Population Sizes -- Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing -- Automatically Modeling Hybrid Evolutionary Algorithms from Past Executions -- Gaussian Adaptation Revisited – An Entropic View on Covariance Matrix Adaptation -- Parallel Genetic Algorithm on the CUDA Architecture -- A New Selection Ratio for Large Population Sizes -- Multi-Objective Probability Collectives -- Parallel Random Injection Differential Evolution -- Effect of Spatial Locality on an Evolutionary Algorithm for Multimodal Optimization -- A Directed Mutation Operator for Real Coded Genetic Algorithms -- Speedups between ×70 and ×120 for a Generic Local Search (Memetic) Algorithm on a Single GPGPU Chip -- Advancing Model–Building for Many–Objective Optimization Estimation of Distribution Algorithms -- Estimation Distribution Differential Evolution -- Design of Continuous Controllers Using a Multiobjective Differential Evolution Algorithm with Spherical Pruning -- Parameter Tuning of Evolutionary Algorithms: Generalist vs. Specialist -- EvoSTOC Contributions -- Memory Design for Constrained Dynamic Optimization Problems -- Multi-population Genetic Algorithms with Immigrants Scheme for Dynamic Shortest Path Routing Problems in Mobile Ad Hoc Networks -- Measuring Fitness Degradation in Dynamic Optimization Problems -- Handling Undefined Vectors in Expensive Optimization Problems -- Adaptive Noisy Optimization -- Noise Analysis Compact Genetic Algorithm. |
| Record Nr. | UNINA-9910483996803321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Applications of Evolutionary Computing [[electronic resource] ] : 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013, Proceedings / / edited by Anna I. Esparcia-Alcázar
| Applications of Evolutionary Computing [[electronic resource] ] : 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013, Proceedings / / edited by Anna I. Esparcia-Alcázar |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (XXVIII, 639 p. 210 illus.) |
| Disciplina | 005.1 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Artificial intelligence Pattern recognition systems Computer networks Computer science Application software Artificial Intelligence Automated Pattern Recognition Computer Communication Networks Theory of Computation Computer and Information Systems Applications |
| ISBN | 3-642-37192-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks -- Routing Low-Speed Traffic Requests onto High-Speed Lightpaths by Using a Multiobjective Firefly Algorithm -- Pareto-optimal Glowworm Swarms Optimization for Smart Grids Management -- An Overlay Approach for Optimising Small-World Properties in VANETs -- Impact of the Number of Beacons in PSO-Based Auto-localization in UWB Networks -- Load Balancing in Distributed Applications Based on Extremal Optimization -- A Framework for Modeling Automatic Offloading of Mobile Applications Using Genetic Programming -- Solving the Location Areas Scheme in Realistic Networks by Using a Multi-objective Algorithm -- The Small-World Phenomenon Applied to a Self-adaptive Resources Selection Model -- Partial Imitation Hinders Emergence of Cooperation in the Iterated Prisoner’s Dilemma with Direct Reciprocity -- A Memetic Approach to Bayesian Network Structure Learning -- Multiobjective Evolutionary Strategy for Finding Neighbourhoods of Pareto-optimal Solutions -- Genetic Programming-Based Model Output Statistics for Short-Range Temperature Prediction -- Evolutionary Multi-Agent System in Hard Benchmark Continuous Optimisation -- Domestic Load Scheduling Using Genetic Algorithms -- Evolutionary Algorithm Based Control Policies for Flexible Optimal Power Flow over Time -- Using a Genetic Algorithm for the Determination of Power Load Profiles -- Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data -- Evolving Non-Intrusive Load -- On the Utility of Trading Criteria Based Retraining in Forex Markets -- Identifying Market Price Levels Using Differential Evolution -- Evolving Hierarchical Temporal Memory-Based Trading Models -- Robust Estimation of Vector Autoregression (VAR) Models Using Genetic Algorithms -- Usage Patterns of Trading Rules in Stock Market Trading Strategies Optimized with Evolutionary Methods -- Combining Technical Analysis and Grammatical Evolution in a Trading System -- A Card Game Description Language -- Generating Map Sketches for Strategy Games -- A Procedural Balanced Map Generator with Self-adaptive Complexity for the Real-Time Strategy Game Planet Wars -- Mechanic Miner: Reflection-Driven Game Mechanic Discovery and Level Design -- Generating Artificial Neural Networks for Value Function Approximation in a Domain Requiring a Shifting Strategy -- Comparing Evolutionary Algorithms to Solve the Game of MasterMind -- A Genetic Algorithm for Color Image Segmentation -- Multiobjective Projection Pursuit for Semisupervised Feature Extraction -- Land Cover/Land Use Multiclass Classification Using GP with Geometric Semantic Operators -- Adding Chaos to Differential Evolution for Range Image Registration -- Genetic Programming for Automatic Construction of Variant Features in Edge Detection -- Automatic Construction of Gaussian-Based Edge Detectors Using Genetic Programming -- Implicit Fitness Sharing for Evolutionary Synthesis of License Plate Detectors -- Feedback-Based Image Retrieval Using Probabilistic Hypergraph Ranking Augmented by Ant Colony Algorithm -- An Evolutionary Approach for Automatic Seedpoint Setting in Brain Fiber Tracking -- Prediction of Forest Aboveground Biomass: An Exercise on Avoiding Overfitting -- Human Action Recognition from Multi-Sensor Stream Data by Genetic Programming -- Novel Initialisation and Updating Mechanisms in PSO for Feature Selection in Classification -- CodeMonkey; a GUI Driven Platform for Swift Synthesis of Evolutionary Algorithms in Java -- Multi-Objective Optimizations of Structural Parameter Determination for Serpentine Channel Heat Sink -- Towards Non-linear ConstraintEstimation for Expensive Optimization Repair Methods for Box Constraints Revisited -- Scalability of Population-Based Search Heuristics for Many-Objective Optimization -- On GPU Based Fitness Evaluation with Decoupled Training Partition Cardinality.-EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model -- Cloud Driven Design of a Distributed Genetic Programming Platform -- Cloud Scale Distributed Evolutionary Strategies for High Dimensional Problems -- Evolving Gaits for Physical Robots with the HyperNEAT Generative Encoding: The Benefits of Simulation -- Co-evolutionary Approach to Design of Robotic Gait -- A Comparison between Different Encoding Strategies for Snake-Like Robot Controllers -- Virtual Spatiality in Agent Controllers: Encoding Compartmentalization -- Evolving Counter-Propagation Neuro-controllers for Multi-objective Robot Navigation -- Toward Automatic Gait Generation for Quadruped Robots Using Cartesian Genetic Programming -- Adapting the Pheromone Evaporation Rate in Dynamic Routing Problems -- Finding Robust Solutions to Dynamic Optimization Problems -- An Ant-Based Selection Hyper heuristic for Dynamic Environments. |
| Record Nr. | UNISA-996465611803316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Soggetto topico
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Artificial intelligence
(435)
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Pattern recognition systems
(435)
- Artificial Intelligence (402)
- Automated Pattern Recognition (402)
- Computer science (281)