- WIVACE (Workshop) (10th : 2015 : Bari, Italy)
- Switzerland : Springer, 2016.
- Description
- Book — 1 online resource (x, 209 pages) : illustrations
- Summary
-
- Evolutionary computation
- Bioinspired algorithms
- Genetic algorithms, bioinformatics and computational biology
- Modeling and simulation of artificial and biological systems
- Complex systems, synthetic and systems biology
- Systems chemistry.
- ISICA (Symposium) (4th : 2009 : Huangshi Shi, China)
- Berlin ; New York : Springer, ©2009.
- Description
- Book — 1 online resource (xiv, 554 pages) : illustrations
- Summary
-
- Section I: Analysis of Genetic Algorithms
- A Novel Online Test-Sheet Composition Approach Using Genetic Algorithm
- A Route System Based on Genetic Algorithm for Coarse-Grain Reconfigurable Architecture
- Building Trade System by Genetic Algorithm
- Implementation of Parallel Genetic Algorithm Based on CUDA
- Moitf GibbsGA: Sampling Transcription Factor Binding Sites Coupled with PSFM Optimization by GA
- Network Model and Optimization of Medical Waste Reverse Logistics by Improved Genetic Algorithm
- SGEGC: A Selfish Gene Theory Based Optimization Method by Exchanging Genetic Components
- Section II: Computational Intelligence in Engineer Design
- A Novel RM-Based Algorithm for Reversible Circuits
- A Novel Transformation-Based Algorithm for Reversible Logic Synthesis
- Estimation of Distribution Algorithms for the Machine-Part Cell Formation
- Global Exponential Stability of Delayed Neural Networks with Non-lipschitz Neuron Activations and Impulses
- Modeling and Verification of Zhang Neural Networks for Online Solution of Time-Varying Quadratic Minimization and Programming
- New Product Design Based Target Cost Control with BP Neural Network and Genetic Algorithm
- A Case Study in Chinese Automobile Industry
- Hard Real Time Task Oriented Power Saving Scheduling Algorithm Based on DVS
- Section III: Optimization and Learning
- A Globally Convergent Smoothing Method for Symmetric Conic Linear Programming
- A New Optimizaiton Algorithm for Function Optimization
- A Point Symmetry-Based Automatic Clustering Approach Using Differential Evolution
- Balanced Learning for Ensembles with Small Neural Networks
- Estimating Geostatistics Variogram Parameters Based on Hybrid Orthogonal Differential Evolution Algorithm
- Memetic Strategies for Global Trajectory Optimisation
- Effects of Similarity-Based Selection on WBMOIA: A Weight-Based Multiobjective Immune Algorithm
- Section IV: Representations and Operators
- A Novel Evolutionary Algorithm Based on Multi-parent Crossover and Space Transformation Search
- An Evolutionary Algorithm and Kalman Filter Hybrid Approach for Integrated Navigation
- Clonal and Cauchy-mutation Evolutionary Algorithm for Global Numerical Optimization
- Construction of Hoare Triples under Generalized Model with Semantically Valid Genetic Operations
- Evaluation of Cobalt-Rich Crust Resources Based on Fractal Characteristics of Seamount Terrain
- Hybridizing Evolutionary Negative Selection Algorithm and Local Search for Large-Scale Satisfiability Problems
- Novel Associative Memory Retrieving Strategies for Evolutionary Algorithms in Dynamic Environments
- Section V: Robust Classification
- An Algorithm of Mining Class Association Rules
- An Empirical Study on Several Classification Algorithms and Their Improvements
- Classification of Imbalanced Data Sets by Using the Hybrid Re-sampling Algorithm Based on Isomap
- Detecting Network Anomalies Using CUSUM and EM Clustering
- Multiobjective Optimization in Mineral Resources Exploitation: Models and Case Studies
- Robust and Efficient Eye Location and Its State Detection
- Section VI: Statistical Learning
- A Neural Network Architecture for Perceptual Grouping, Attention Modulation and Boundary-Surface Interaction
- Adaptive Neighborhood Select Based on Local Linearity for Nonlinear Dimensionality Reduction
- Anti-spam Filters Based on Support Vector Machines
- Multi-attribute Weight Allocation Based on Fuzzy Clustering Analysis and Rough Sets
- Spatio-temporal Model Based on Back Propagation Neural Network for Regional Data in GIS
- Subject Integration and Applications of Neural Networks
- The Convergence Control to the ACO Metaheuristic Using Annotated Paraconsistent Logic
- The Research of Artificial Neural Network on Negative Correlation Learning
- Section VII: Swarm Intelligence
- A Discrete PSO for Multi-objective Optimization in VLSI Floorplanning
- Applying Chaotic Particle Swarm Optimization to the Template Matching Problem
- Cellular PSO: A PSO for Dynamic Environments
- Constrained Layout Optimization Based on Adaptive Particle Swarm Optimizer
- Multi-swarm Particle Swarm Optimizer with Cauchy Mutation for Dynamic Optimization Problems
- Optimization of the Damping of the Rectangular 3-D Braided Composite Based on PSO Algorithm
- Parallel Hybrid Particle Swarm Optimization and Applications in Geotechnical Engineering
- Storage-Based Intrusion Detection Using Artificial Immune Technique
- Section VIII: System Design
- A New Method for Optimal Configuration of Weapon System
- A Secure Routing Algorithm for MANET
- Detection and Defense of Identity Attacks in P2P Network
- License Plate Multi-DSP and Multi-FPGA Design and Realization in Highway Toll System
- QoS Routing Algorithm for Wireless Multimedia Sensor Networks
- Realization of Fingerprint Identification on DSP
- Localization Algorithm of Beacon-Free Node in WSN Based on Probability
- The Method of Knowledge Processing in Intelligent Design System of Products.
- ISICA (Symposium) (2nd : 2007 : Wuhan, China)
- Berlin ; New York : Springer, ©2007.
- Description
- Book — 1 online resource (xvii, 663 pages) : illustrations Digital: text file.PDF.
- Summary
-
- Multiobjective Evolutionary Optimization.- A New Evolutionary Decision Theory for Many-Objective Optimization Problems.- A Multi-Objective Genetic Algorithm Based on Density.- Interplanetary Trajectory Optimization with Swing-Bys Using Evolutionary Multi-objective Optimization.- A Hybrid Evolutionary Multi-objective and SQP Based Procedure for Constrained Optimization.- Study on Application of Multi-Objective Differential Evolution Algorithm in Space Rendezvous.- The Multi-objective ITO Algorithms.- An Evolutionary Algorithm for Dynamic Multi-Objective TSP.- The Construction of Dynamic Multi-objective Optimization Test Functions.- An Effective Dynamical Multi-objective Evolutionary Algorithm for Solving Optimization Problems with High Dimensional Objective Space.- Evolutionary Algorithms and Operators.- Operator Adaptation in Evolutionary Programming.- A Comparison of GAs Using Penalizing Infeasible Solutions and Repairing Infeasible Solutions on Average Capacity Knapsack.- About the Limit Behaviors of the Transition Operators Associated with EAs.- Differential Evolution Algorithm Based on Simulated Annealing.- A Novel Memetic Algorithm for Global Optimization Based on PSO and SFLA.- Building on Success in Genetic Programming: Adaptive Variation and Developmental Evaluation.- A Granular Evolutionary Algorithm Based on Cultural Evolution.- A Self-adaptive Mutations with Multi-parent Crossover Evolutionary Algorithm for Solving Function Optimization Problems.- Evolutionary Optimization.- A Quantum Genetic Simulated Annealing Algorithm for Task Scheduling.- Optimized Research of Resource Constrained Project Scheduling Problem Based on Genetic Algorithms.- An Evolutionary Agent System for Mathematical Programming.- Agent-Based Coding GA and Application to Combat Modeling and Simulation.- A Two-Stage Genetic Algorithm for the Multi-multicast Routing.- A Novel Lower-Dimensional-Search Algorithm for Numerical Optimization.- Performance Evaluation of Three Kinds of Quantum Optimization.- An Efficient Multilevel Algorithm for Inverse Scattering Problem.- Evolutionary Learning.- A New Evolutionary Neural Network and Its Application for the Extraction of Vegetation Anomalies.- Dynamic System Evolutionary Modeling: The Case of SARS in Beijing.- An Tableau Automated Theorem Proving Method Using Logical Reinforcement Learning.- Gene Expression Programming with DAG Chromosome.- Neural Networks.- Zhang Neural Network for Online Solution of Time-Varying Sylvester Equation.- A Global Optimization Algorithm Based on Novel Interval Analysis for Training Neural Networks.- Approximate Interpolation by Neural Networks with the Inverse Multiquadric Functions.- Decomposition Mixed Pixel of Remote Sensing Image Based on Tray Neural Network Model.- A Novel Kernel Clustering Algorithm Based Selective Neural Network Ensemble Model for Economic Forecasting.- An Evolutionary Neural Network Based Tracking Control of a Human Arm in the Sagittal Plane.- Ant Colony, Particle Swarm Optimization and Artificial Immune Systems.- New Ant Colony Optimization for Optimum Multiuser Detection Problem in DS-CDMA Systems.- A Fast Particle Swarm Optimization Algorithm with Cauchy Mutation and Natural Selection Strategy.- Fast Multi-swarm Optimization with Cauchy Mutation and Crossover Operation.- Particle Swarm Optimization Using Levy Probability Distribution.- Re-diversification Based Particle Swarm Algorithm with Cauchy Mutation.- An Improved Multi-Objective Particle Swarm Optimization Algorithm.- Dynamic Population Size Based Particle Swarm Optimization.- An Improved Particle Swarm Optimization for Data Streams Scheduling on Heterogeneous Cluster.- A Steepest Descent Evolution Immune Algorithm for Multimodal Function Optimization.- A Hybrid Clonal Selection Algorithm Based on Multi-parent Crossover and Chaos Search.- Pattern Recognition.- Spatial Clustering Method Based on Cloud Model and Data Field.- Diversity Analysis of Information Pattern and Information Clustering Algorithm.- Instant Message Clustering Based on Extended Vector Space Model.- Continuous K-Nearest Neighbor Queries for Moving Objects.- Texture Classification of Aerial Image Based on Bayesian Networks with Hidden Nodes.- Human Motion Recognition Based on Hidden Markov Models.- Data Mining.- Parameter Setting for Evolutionary Latent Class Clustering.- Automatic Data Mining by Asynchronous Parallel Evolutionary Algorithms.- Texture Image Retrieval Based on Contourlet Coefficient Modeling with Generalized Gaussian Distribution.- Heterogeneous Spatial Data Mining Based on Grid.- A Clustering Scheme for Large High-Dimensional Document Datasets.- Intelligent Systems.- Self-tuning PID Control of Hydro-turbine Governor Based on Genetic Neural Networks.- Adaptive Rate Selection Scheme Based on Intelligent Learning Algorithm in Wireless LANs.- The Research on Generic Project Risk Element Network Transmission Parallel Computing Model.- On the Performance of Metamodel Assisted MOEA/D.- A High Precision OGC Web Map Service Retrieval Based on Capability Aware Spatial Search Engine.- Analysis of the Performance of Balance of Digital Multi-value Based on Chebyshev Chaotic Sequence.- The Transformation Between Fuzzy Cognitive Maps and a Class of Simplified Dynamical Cognitive Networks.- Evolutionary Design.- Cryptanalysis of Two-Round DES Using Genetic Algorithms.- A Novel Artistic Image Generation Technique: Making Relief Effects Through Evolution.- Data Genome: An Abstract Model for Data Evolution.- Intrinsic Evolution of Frequency Splitter with a New Analog EHW Platform.- Towards the Role of Heuristic Knowledge in EA.- Using Instruction Matrix Based Genetic Programming to Evolve Programs.- Fuzzy Pattern Rule Induction for Information Extraction.- An Orthogonal and Model Based Multiobjective Genetic Algorithm for LEO Regional Satellite Constellation Optimization.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoApplications (Conference) (19th : 2016 : Porto, Portugal)
- Cham : Springer, 2016.
- Description
- Book — 1 online resource (xxv, 849 pages) : illustrations Digital: text file.PDF.
- Summary
-
- 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.
- EvoApplications (Conference) (19th : 2016 : Porto, Portugal)
- Cham : Springer, 2016.
- Description
- Book — 1 online resource (xxvi, 329 pages) : illustrations Digital: text file.PDF.
- Summary
-
- 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.
- EvoApplications (Conference) (20th : 2017 : Amsterdam, Netherlands)
- Cham, Switzerland : Springer, 2017.
- Description
- Book — 1 online resource (xxiv, 243 pages) : illustrations Digital: text file.PDF.
- Summary
-
- EvoSET: Hybrid Algorithms Based on Integer Programming for the Search of Prioritized Test Data in Software Product Lines.- On the Use of Smelly Examples to Detect Code Smells in JavaScript.- Deep Parameter Tuning of Concurrent Divide and Conquer Algorithms in Akka.- Focusing Learning-based Testing away from Known Weaknesses.- Polytypic Genetic Programming.- Evolving Rules for Action Selection in Automated Testing via Genetic Programming - A First Approach.- EvoSTOC: A New Multi-swarm Particle Swarm Optimization for Robust Optimization over Time.- The Static and Stochastic VRP with Time Windows and Both Random Customers and Reveal Times.- Pre-Scheduled Colony Size Variation in Dynamic Environments.- An Online Packing Heuristic for the Three-dimensional Container Loading Problem in Dynamic Environments and the Physical Internet.- Advancing Dynamic Evolutionary Optimization Using In-Memory Database Technology.- Road Traffic Rules Synthesis Using Grammatical Evolution.- Solving Dynamic Graph Coloring Problem Using Dynamic Pool Based Evolutionary Algorithm.- General: Meta-Heuristics for Improved RF Emitter Localization.- Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoApplications (Conference) (23rd : 2020 : Seville, Spain)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (xvii, 704 pages) : illustrations (some color) Digital: text file.PDF.
- Summary
-
- Applications of Evolutionary Computation.- A Local Search for Numerical Optimisation based on Covariance Matrix Diagonalisation.- EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python.- Optimizing the Hyperparameters of a Mixed Integer Linear Programming Solver to Speed Up Electric Vehicle Charging Control.- Automatic rule extraction from access rules using Genetic Programming.- Search Trajectory Networks of Population-based Algorithms in Continuous Spaces.- Evolving-controllers versus learning-controllers for morphologically evolvable robots.- Simulation-driven multi-objective evolution for traffic light optimization.- Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites.- EvoDynamic: a framework for the evolution of generally represented dynamical systems and its application to criticality.- A Decomposition-Based Evolutionary Algorithm with Adaptive Weight Vectors for Multi- and Many-objective Optimization.- Differential Evolution Multi-Objective for Tertiary Protein Structure Prediction.- Particle Swarm Optimization: A Wrapper-based Feature Selection Method for Ransomware Detection and Classification.- A method for estimating the computational complexity of multimodal functions.- Locating Odour Sources with Geometric Syntactic Genetic Programming.- Designing cable-stayed bridges with Genetic Algorithms.- A fast, scalable meta-heuristic for network slicing under traffic uncertainty.- What is Your MOVE: Modeling Adversarial Network Environments.- Using evolution to design modular robots: An empirical approach to select module designs.- Iterated Granular Neighborhood Algorithm for the Taxi Sharing Problem.- Applications of Bio-inspired techniques on Social Networks.- Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases.- Community Detection in Attributed Graphs with Differential Evolution.- Applications of Deep Bioinspired Algorithms.- Fake news detection using time series and user features classification.- Social Learning vs Self-teaching in a Multi-agent Neural Network System.- Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution.- An Adversarial Optimization Approach for the Development of Robust Controllers.- Soft Computing Applied to Games.- Efficient Heuristic Policy Optimisation for a Challenging Strategic Card Game.- Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models.- Learning the Designer's Preferences to Drive Evolution.- Testing hybrid computational intelligence algorithms for general game playing.- Evolutionary Computation in Digital Healthcare and Personalized Medicine.- Accelerated Design of HIFU Treatment Plans Using Island-based Evolutionary Strategy.- Using Genetic Algorithms for the prediction of cognitive impairments.- Short and Medium Term Blood Glucose Prediction using Multi-Objective Grammatical Evolution.- Evolutionary Machine Learning.- A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks.- Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution.- An Empirical Exploration of Deep Recurrent Connections Using Neuro-Evolution.- Using Skill Rating as Fitness on the Evolution of GANs.- A Local Search with a Surrogate Assisted Option for Instance Reduction.- Evolutionary Latent Space Exploration of Generative Adversarial Networks.- Neuro-Evolutionary Transfer Learning through Structural Adaptation.- Ant-based Neural Topology Search (ANTS) for Optimizing Recurrent Networks.- Parallel and Distributed Systems.- A MIMD interpreter for Genetic Programming.- Security Risk Optimization for Multi-Cloud Applications.- Using evolutionary algorithms for server hardening via the moving target defense technique.- An Event-based Architecture for Cross-Breed Multi-population Bio-inspired Optimization Algorithms.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoApplications (Conference) (24th : 2021 : Online)
- Cham : Springer, 2021.
- Description
- Book — 1 online resource (836 pages) Digital: text file.PDF.
- Summary
-
- On Restricting Real-Valued Genotypes in Evolutionary Algorithms.- Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions.- Co-Optimising Robot Morphology and Controller in a Simulated Open-ended Environment.- Multi-objective workforce allocation in construction projects.- Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm based on Decomposition.- Combining Multi-objective Evolutionary Algorithms with deep generative models towards focused molecular design.- A Multi-Objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems.- Evolutionary Grain-Mixing to Improve Profitability in Farming Winter Wheat.- Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites.- Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection.- Real Time Optimisation of Traffic Signals to Prioritise Public Transport.- Adaptive Covariance Pattern Search.- Evaluating the Success-History based Adaptive Differential Evolution in the Protein Structure Prediction problem.- Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-based Soft Robots.- Desirable Objective Ranges in Preference-based Evolutionary Multiobjective Optimization.- Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics plus Integer Linear Programming.- Automated, Explainable Rule Extraction from MAP-Elites archives.- EDM-DRL: Toward Stable Reinforcement Learning through Ensembled Directed Mutation.- Continuous Ant-Based Neural Topology.- Playing with Dynamic Systems - Battling Swarms in Virtual Reality.- EvoCraft: A New Challenge for Open-Endedness.- A Profile-Based 'GrEvolutionary' Hearthstone Agent.- Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary Computation.- Bayesian Networks for Mood Prediction Using Unobtrusive Ecological Momentary Assessments.- A Multi-Objective Multi-Type Facility Location Problem for the Delivery of Personalised Medicine.- RDE-OP: A Region-Based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-Layer Neural Networks.- Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming.- EDA-based optimization of blow-off valve positions for centrifugal compressor systems.- 3D-2D Registration using X-ray Simulation and CMA-ES.- Lateralized Approach for Robustness AgainstAttacks in Emotion Categorization from Images.- Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification.- Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations.- Evolutionary Planning in Latent Space.- Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning.- Effective Universal Unrestricted Adversarial Attacks using a MOE Approach.- Improving Distributed Neuroevolution Using Island Extinction and Repopulation.- An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution.- Towards Feature-Based Performance Regression Using Trajectory Data.- Demonstrating the Evolution of GANs through t-SNE.- Optimising diversity in classifier ensembles of classification trees.- WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets.- Evolving Character-Level DenseNet Architectures using Genetic Programming.- Transfer Learning for Automated Test Case Prioritization using XCSF.- On the Effects of Absumption for XCS with Continuous-Valued Inputs.- A NEAT Visualisation of Neuroevolution Trajectories.- Evaluating Models with Dynamic Sampling Holdout.- Event-driven multi-algorithm optimization: mixing Swarm and Evolutionary strategies.- TensorGP - Genetic Programming Engine in TensorFlow.- A novel evolutionary approach for IoT-based water contaminant detection.- Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses.- EA-based ASV Trajectory Planner for Pollution Detection in Lentic Waters.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoApplications (Conference) (25th : 2022 : Madrid, Spain)
- Cham, Switzerland : Springer, 2022.
- Description
- Book — 1 online resource (1 volume) : illustrations (black and white).
- Summary
-
- Intro
- Preface
- Organization
- Contents
- Applications of Evolutionary Computation
- An Enhanced Opposition-Based Evolutionary Feature Selection Approach
- 1 Introduction
- 2 Moth Flame Optimization
- 2.1 Binary Moth Flame Optimization
- 2.2 Binary Moth Flame Optimization for Feature Selection
- 3 The Proposed Approach
- 3.1 Initialization Using Opposition-Based Method
- 3.2 Retiring Flame
- 4 Experimental Setup and Results
- 5 Conclusions
- References
- A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings
- 1 Introduction
- 2 Conductance-Based Model Description
- 3 Defining a Benchmark with Known Types of Ion Channels
- 4 Methodology and Experimental Setup
- 5 Experimental Results
- 6 Conclusions
- A Mathematical Description of the Models
- B Experimental Setup and Parameter Ranges
- References
- Swarm Optimised Few-View Binary Tomography
- 1 Introduction
- 2 Binary Tomographic Reconstruction
- 3 Swarm Optimisation
- 4 Constrained Search in High Dimensions
- 5 Reconstructions
- 6 Results
- 7 Discussion
- 8 Conclusions
- References
- Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization
- 1 Introduction
- 2 The Metaheuristics Studied
- 2.1 Basin Hopping
- 2.2 Differential Evolution
- 2.3 Particle Swarm Optimization
- 3 The Benchmarking Environment
- 4 Experimental Setup
- 5 Experimental Results
- 6 Conclusions
- References
- Combining the Properties of Random Forest with Grammatical Evolution to Construct Ensemble Models
- 1 Introduction
- 2 Methodology
- 2.1 Structured Grammatical Evolution
- 2.2 Random Structured Grammatical Evolution for Symbolic Regression Problems
- 3 Experimental Setup
- 3.1 Study Problems
- 3.2 Configuration of the Algorithms
- 4 Results
- 5 Conclusions
- References
- EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python
- 1 Introduction
- 2 Related Works
- 3 Methodology
- 4 Framework Overview
- 4.1 Parameters
- 4.2 Datasets
- 4.3 Clustering with EvoCluster
- 4.4 Classification
- 4.5 Evaluation Measures
- 4.6 Results Management
- 5 Experiments and Visualizations
- 6 Conclusion and Future Works
- References
- Evolution of Acoustic Logic Gates in Granular Metamaterials
- 1 Introduction
- 2 Problem Statement
- 3 Simulation Setup
- 3.1 2D Granular Simulator
- 3.2 Optimization Method
- 4 Results and Discussion
- 4.1 Evolution of an Acoustic Band Gap
- 4.2 Evolving an AND Gate
- 4.3 Evolving an XOR Gate
- 5 Conclusion and Future Work
- References
- Public-Private Partnership: Evolutionary Algorithms as a Solution to Information Asymmetry
- 1 Introduction
- 2 The Problem
- 3 Proposed Approach
- 3.1 The Model
- 3.2 Data
- 3.3 Adversarial Optimization
- 3.4 Operator (EA1)
- 3.5 Public Administration (EA2)
- 4 Experimental Evaluation
(source: Nielsen Book Data)
- EvoApplications (Conference) (2010 : Istanbul, Turkey)
- Berlin ; New York : Springer, ©2010.
- Description
- Book — 1 online resource (1 volume) : illustrations
- Summary
-
- 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 x70 and x120 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.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
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