- International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (6th : 2020 : Online)
- Singapore : Springer, [2022]
- Description
- Book — 1 online resource : illustrations (chiefly color) Digital: text file.PDF.
- Summary
-
- Chapter 1. Design and Construction of a Dual Axis Solar Tracking System by Astronomical Algorithm.-
- Chapter 2. Estimation of Magnetic Flux linkage in SRM using various defuzzification techniques.-
- Chapter 3. Multilevel Inverter based STATCOM for Distribution System.-
- Chapter 4. Sensitivity Analysis and Design Optimization of Synchronous Reluctance and Permanent Magnet Motors.-
- Chapter 5. A New Heuristic algorithm for Economic Load Dispatch incorporating wind power.-
- Chapter 6. Enhanced Grasshopper Optimization Algorithm For Numerical Optimization.-
- Chapter 7. Eco-Routing - To Reduce Vehicle CO2 Emissions by CACC: An IoT Application.-
- Chapter 8. Fuzzy Sliding Mode Control of DC-DC Boost Converter with Right-Half Plane Zero.-
- Chapter 9. Liquid Level Control of Non Linear Process Using Big Bang - Big Crunch Optimization Based Controller.-
- Chapter 10. Impact of PV Cells and MPPT Controller on Power System Dynamics.-
- Chapter 11. Wavelet Feature Based Microcalcification Detection in Mammogram.-
- Chapter 12. Reliable Radiation Hardened Memory Cells for Single-Event Multiple Effects.-
- Chapter 13. Finger Vein Identification Using Deep Convolutional Generative Adversarial Networks.-
- Chapter 14. Computer Aided Detection of Malignant Mass in Mammogram using U-Net Architecture.-
- Chapter 15. Visualization and Evaluation of Methane Gas Leakage by Thermal Image Processing using Supervised Deep Learning Models.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EvoCOP (Conference) (22nd : 2022 : Madrid, Spain)
- Cham, Switzerland : Springer, 2022.
- Description
- Book — 1 online resource (1 volume) : illustrations (black and white).
- Summary
-
- On Monte Carlo Tree Search for Weighted Vertex Coloring.- A RNN-based Hyper-heuristic for combinatorial problems.- Algorithm Selection for the Team Orienteering Problem.- Performance evaluation of a parallel ant colony optimization for the real-time train routing selection problem in large instances.- Deep Infeasibility Exploration Method for Vehicle Routing Problems.- Evolutionary Algorithms for the Constrained Two-Level Role Mining Problem.- Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling.- Novelty-Driven Binary Particle Swarm Optimisation for Truss Optimisation Problems.- A Beam Search for the Shortest Common Supersequence Problem Guided by an Approximate Expected Length Calculation.- Modeling the Costas Array Problem in QUBO for Quantum Annealing.- Penalty Weights in QUBO formulations: Permutation Problems.- PUBOi: a tunable benchmark with variable importance.- Stagnation Detection meets Fast Mutation.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Evolutionary Computing and Mobile Sustainable Networks (2021 : Bangalore, India).
- Singapore : Springer, [2022]
- Description
- Book — 1 online resource (1039 pages) : illustrations (chiefly color).
- Summary
-
- Improved Grey wolf Optimization based Feature selection and classification using CNN for Diabetic Retinopathy detection.- Feature Selection Using Modified Sine Cosine Algorithm with COVID-19 Dataset.- Blood Cell Image Denoising based on Tunicate Rat Swarm Optimization with Median Filter.- A Hybrid Approach for Deep Noise Suppression using Deep Neural Networks.- Human Health Care Systems Analysis for Cloud Data Structure of Biometric System using ECG Analysis.- Data mining for Solving Medical Diagnostics Problems.- Classification of Diabetic Retinopathy using Ensemble of Machine Learning Classifiers with IDRID Dataset.- Epileptic Seizure Prediction Using Geometrical Features Extracted From HRV Signal.- An Extensive Survey on Outlier Prediction using Mining and Learning Approaches.- Performance Comparison of Data Security Strategies in Fog Computing.- Design and Simulation of a Direct-PSK Based Telecommand Receiver for Small Satellite
- Analysis of Data Aggregation and Clustering Protocol in Wireless Sensor Networks using Machine Learning.- DetecSec : A Framework to Detect and Mitigate ARP Cache Poisoning Attacks.- PAPR Reduction in SDR based OFDM System.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Genetic and Evolutionary Computing (14th : 2021 : Jilin, China)
- Singapore : Springer, [2022]
- Description
- Book — 1 online resource : illustrations (chiefly color). Digital: text file; PDF.
- Summary
-
- Swarm Intelligence and Its Applications.- Operational Technologies and Networked Multimedia Applications.- Wearable Computing and Intelligent Data Hiding.- Image Processing and Intelligent Applications.- Intelligent Multimedia Tools and Applications.- Technologies for Next-Generation Network Environments.- Recent Progress in Computational Electromagnetic Dynamics.- Future Cyber Security, Privacy and Forensics for Advanced systems.- Data Mining Techniques and its Applications.- Optimization Models in Deep Learning/Machine Learning.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Frontiers in Intelligent Computing: Theory and Applications (9th : 2021 : Mizoram, India)
- Singapore : Springer, 2022.
- Description
- Book — 1 online resource (xviii, 567 pages) : illustrations (some color).
- Summary
-
- Automated Flower Species Identification by using Deep convolution neural network
- Information Retrieval for Cloud Forensics
- Machine Translation System Combination with Enhanced Alignments using Word Embeddings
- Geometry Based Machining Feature Retrieval with Inductive Transfer Learning
- Grapheme to phoneme conversion for Malayalam Speech Using encoder-decoder Architecture
- Usage of Block Chain Technology in e-Voting System using Private Block Chain
- Bengali Visual Genome: A Multimodal Dataset for Machine Translation and Image Captioning
- Deep Learning based Mosquito Species detection using Wingbeats frequencies
- Developments in Capsule Network Architecture: A Review
- Computer aided segmentation of polyps using Mask R-CNN and approach to reduce false positives
- Image GPT with Super Resolution.
- 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)
- International Conference on Frontiers in Intelligent Computing: Theory and Applications (8th : 2020 : Karnataka, India)
- Singapore : Springer, [2021]
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Faster Result Retrieval from Health Care Product Sales Data Warehouse using Materialized Queries.- Feature Selection using Ant Colony Optimization and Weighted Visibility Graph.- From Generic to Custom: A Survey on Role of Machine Learning in Pharmacogenomics, Its Applications and Challenges.- Personalized Structure Balance Theory Based Movie Recommendation System.- Machine Learning Techniques for the Investigation of Phishing Websites.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Evolutionary Computing and Mobile Sustainable Networks (2020 : Bangalore, India)
- Singapore : Springer, [2021]
- Description
- Book — 1 online resource
- Summary
-
- Optimal Resource Sharing amongst Device-to-Device Communication using Particle Swarm Algorithm.- Real Time Human Locator and Advance Home Security Appliances.- A Novel Implementation of Haptic Robotic Arm.- Design of Book Recommendation System Using Sentiment Analysis.- Review of Python for Solar Photovoltaic Systems.- Key Stroke Dynamics for User Verification.- The Role of Predictive Data Analytics in Retailing.- Improved Scheduling Algorithm for Load Balancing in Cloud Computing.- Generating Automobile Images Dynamically from Text Description.- Generating Automobile Images Dynamically from Text Description.- Identification of Online Auction Bidding Robots using Machine Learning.- Analysis of Attention Deficit Hyperactivity Disorder using Various Classifiers.- Generating Feasible Path Between Path Testing and Data Flow Testing.- Parking Management System Using Internet of Things.- Binomial Logistic Regression Resource Optimized Routing In MANET.- Homo Sapiens Sapiens Diabetes Mellitus Detection and Classification.- Improved Logistic Map based Algorithm for Biometric Image Encryption.- Accuracy Analysis of Similarity Measures in Surprise Framework.- Tunable Access Control for Data Sharing in Cloud.- Conceptual Online Education using E-Learning Platform of Cloud Computing.- Efficient Deployment of Web Application in Serverless Environment.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- SCDS (Conference) (6th : 2021 : Online)
- Singapore : Springer, [2021]
- Description
- Book — 1 online resource : illustrations (chiefly color) Digital: text file.PDF.
- Summary
-
- AI Techniques and applications.- Data Analytics and Technologies.- Data Mining and Image Processing.- Machine & Statistical Learning. .
- (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)
- WIVACE (Workshop) (14th : 2019 : Rende, Italy)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource
- Summary
-
- Towards an Assistive Social Robot Interacting with Human Patient to Establish a Mutual and Effective Support.- Selecting for Positive Responses to Knock outs in Boolean Networks.- Avalanches of Perturbations in Modular Gene Regulatory Networks.- The Effects of a Simplified Model of Chromatin Dynamics on Attractors Robustness in Random Boolean Networks with Self-loops: an Experimental Study.- A Memetic Approach for the Orienteering Problem.- The Detection of Dynamical Organization in Cancer Evolution Models.- The Simulation of Noise Impact on the Dynamics of a Discrete Chaotic Map.- Exploiting Distributed Discrete-Event Simulation Techniques for Parallel Execution of Cellular Automata.- A Relevance Index-based Method for Improved Detection of Malicious Users in Social Networks.- An Analysis of Cooperative Coevolutionary Differential Evolution as Neural Networks Optimizer.- Design and Evaluation of a Heuristic Optimization Tool Based on Evolutionary Grammars Using PSoCs.- How Word Choice Affects Cognitive Impairment Detection by Handwriting Analysis: a Preliminary Study.- Modeling the Coordination of a Multiple Robots Using Nature Inspired Approaches.- Nestedness Temperature in the Agent-Artifact Space: Emergence of Hierarchical Order in the 2000-2014 Photonics Techno-Economic Complex System.- Towards Programmable Chemistries.- Studying and Simulating the Three-dimensional Arrangement of Droplets.- Investigating Three-dimensional Arrangements of Droplets.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- SCDM (Conference) (4th : 2020 : Melaka, Malaysia)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (491 pages)
- Summary
-
- Chapter 1: An Enhanced Model for Digital Reference Services (MDRS).-
- Chapter 2: Fuzzy Random Based Mean Variance Model For Agricultural Production Planning.-
- Chapter 3: Residual Neural Network vs Local Binary Convolutional Neural Networks for Bilingual Handwritten Digit Recognition.-
- Chapter 4: Incorporating the Markov Chain Model in WBSN for Improving Patients' Remote Monitoring Systems.-
- Chapter 5: Designing Deep Neural Network with Chicken Swarm Optimization for Violence Video Classification using VSD2014 Dataset.-
- Chapter 6: Header Based Email Spam Detection Framework Using Support Vector Machine (SVM) Technique.-
- Chapter 7: A Mechanism to Support Agile Frameworks Enhancing Reliability Assessment for SCS Development: A Case Study of Medical Surgery Departments.-
- Chapter 8: Link Bandwidth Recommendation for Indonesian E-Health Grid.-
- Chapter 9: Investigating the Optimal Parameterization of Deep Neural Network and Synthetic Data Workflow for Imbalance Liver Disorder Dataset Classification.-
- Chapter 10: Genetic Algorithm Based Parallel K-Means Data Clustering Algorithm Using MapReduce Programming Paradigm on Hadoop Environment (GAPKCA).-
- Chapter 11: Android Botnet Detection by Classification Techniques.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- 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) (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.
16. EVOLVE-- A bridge between probability, set oriented numerics and evolutionary computation [2013]
- EVOLVE (International conference) (1st : 2011 : Luxembourg)
- Berlin ; New York : Springer, ©2013.
- Description
- Book — 1 online resource (414 pages) Digital: text file.PDF.
- Summary
-
- On the Foundations and the Applications of Evolutionary Computing / Pierre Del Moral, Alexandru-Adrian Tantar and Emilia Tantar
- Incorporating Regular Vines in Estimation of Distribution Algorithms / Rogelio Salinas-Gutiérrez, Arturo Hernández-Aguirre and Enrique R. Villa-Diharce
- The Gaussian Polytree EDA with Copula Functions and Mutations / Ignacio Segovia Domínguez, Arturo Hernández Aguirre and Enrique Villa Diharce
- On Quality Indicators for Black-Box Level Set Approximation / Michael T.M. Emmerich, André H. Deutz and Johannes W. Kruisselbrink
- Set Oriented Methods for the Numerical Treatment of Multiobjective Optimization Problems / Oliver Schütze, Katrin Witting, Sina Ober-Blöbaum and Michael Dellnitz
- A Complex-Networks View of Hard Combinatorial Search Spaces / Marco Tomassini and Fabio Daolio
- Cooperative Coevolution for Agrifood Process Modeling / Olivier Barrière, Evelyne Lutton, Pierre-Henri Wuillemin, Cédric Baudrit and Mariette Sicard, et al.
- Hybridizing cGAs with PSO-like Mutation / E. Alba and A. Villagra
- On Gradient-Based Local Search to Hybridize Multi-objective Evolutionary Algorithms / Adriana Lara, Oliver Schütze and Carlos A. Coello Coello
- On the Integration of Theoretical Single-Objective Scheduling Results for Multi-objective Problems / Christian Grimme, Markus Kemmerling and Joachim Lepping
- Analysing the Robustness of Multiobjectivisation Approaches Applied to Large Scale Optimisation Problems / Carlos Segura, Eduardo Segredo and Coromoto León
- A Comparative Study of Heuristic Conversion Algorithms, Genetic Programming and Return Predictability on the German Market / Esther Mohr, Günter Schmidt and Sebastian Jansen.
(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)
- EvoApplications (Conference) (2010 : Istanbul, Turkey)
- Berlin ; New York : Springer, ©2010.
- Description
- Book — 1 online resource (1 volume) : illustrations
- Summary
-
- EvoCOMNET Contributions.- Detection of DDoS Attacks via an Artificial Immune System-Inspired Multiobjective Evolutionary Algorithm.- Performance Evaluation of an Artificial Neural Network-Based Adaptive Antenna Array System.- Automatic Parameter Tuning with Metaheuristics of the AODV Routing Protocol for Vehicular Ad-Hoc Networks.- WiMAX Network Planning Using Adaptive-Population-Size Genetic Algorithm.- Markov Chain Models for Genetic Algorithm Based Topology Control in MANETs.- Particle Swarm Optimization for Coverage Maximization and Energy Conservation in Wireless Sensor Networks.- Efficient Load Balancing for a Resilient Packet Ring Using Artificial Bee Colony.- TCP Modification Robust to Packet Reordering in Ant Routing Networks.- Solving the Physical Impairment Aware Routing and Wavelength Assignment Problem in Optical WDM Networks Using a Tabu Search Based Hyper-Heuristic Approach.- A Generalized, Location-Based Model of Connections in Ad-Hoc Networks Improving the Performance of Ant Routing.- Using Code Bloat to Obfuscate Evolved Network Traffic.- ABC Supported Handoff Decision Scheme Based on Population Migration.- EvoENVIRONMENT Contributions.- A Hyper-Heuristic Approach for the Unit Commitment Problem.- Application of Genetic Programming Classification in an Industrial Process Resulting in Greenhouse Gas Emission Reductions.- Influence of Topology and Payload on CO2 Optimised Vehicle Routing.- Start-Up Optimisation of a Combined Cycle Power Plant with Multiobjective Evolutionary Algorithms.- EvoFIN Contributions.- A Study of Nature-Inspired Methods for Financial Trend Reversal Detection.- Outperforming Buy-and-Hold with Evolved Technical Trading Rules: Daily, Weekly and Monthly Trading.- Evolutionary Multi-stage Financial Scenario Tree Generation.- Evolving Dynamic Trade Execution Strategies Using Grammatical Evolution.- Modesty Is the Best Policy: Automatic Discovery of Viable Forecasting Goals in Financial Data.- Threshold Recurrent Reinforcement Learning Model for Automated Trading.- Active Portfolio Management from a Fuzzy Multi-objective Programming Perspective.- Evolutionary Monte Carlo Based Techniques for First Passage Time Problems in Credit Risk and Other Applications in Finance.- Calibrating the Heston Model with Differential Evolution.- Evolving Trading Rule-Based Policies.- EvoMUSART Contributions.- Evolving Artistic Styles through Visual Dialogues.- Graph-Based Evolution of Visual Languages.- Refinement Techniques for Animated Evolutionary Photomosaics Using Limited Tile Collections.- Generative Art and Evolutionary Refinement.- Aesthetic Learning in an Interactive Evolutionary Art System.- Comparing Aesthetic Measures for Evolutionary Art.- The Problem with Evolutionary Art Is ...- Learning to Dance through Interactive Evolution.- Jive: A Generative, Interactive, Virtual, Evolutionary Music System.- A Neural Network for Bass Functional Harmonization.- Combining Musical Constraints with Markov Transition Probabilities to Improve the Generation of Creative Musical Structures.- Dynamic Musical Orchestration Using Genetic Algorithms and a Spectro-Temporal Description of Musical Instruments.- Evolutionary Sound Synthesis: Rendering Spectrograms from Cellular Automata Histograms.- Sound Agents.- From Evolutionary Composition to Robotic Sonification.- Musical Composer Identification through Probabilistic and Feedforward Neural Networks.- EvoTRANSLOG Contributions.- Using an Evolutionary Algorithm to Discover Low CO2 Tours within a Travelling Salesman Problem.- A Genetic Algorithm for the Traveling Salesman Problem with Pickup and Delivery Using Depot Removal and Insertion Moves.- Fast Approximation Heuristics for Multi-Objective Vehicle Routing Problems.- Particle Swarm Optimization and an Agent-Based Algorithm for a Problem of Staff Scheduling.- A Math-Heuristic for the Multi-Level Capacitated Lot Sizing Problem with Carryover.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- EA (Conference) (9th : 2009 : Strasbourg, France)
- Berlin ; New York : Springer, ©2010.
- Description
- Book — 1 online resource (xii, 205 pages) : illustrations
- Summary
-
- Theory.- Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case.- Improving the Scalability of EA Techniques: A Case Study in Clustering.- Ant Colony Optimization.- MC-ANT: A Multi-Colony Ant Algorithm.- Applications.- Artificial Evolution for 3D PET Reconstruction.- A Hybrid Genetic Algorithm/Variable Neighborhood Search Approach to Maximizing Residual Bandwidth of Links for Route Planning.- Parallelization of an Evolutionary Algorithm on a Platform with Multi-core Processors.- On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error.- Combinatorial Optimization.- Memetic Algorithms for Constructing Binary Covering Arrays of Strength Three.- A Priori Knowledge Integration in Evolutionary Optimization.- Robotics.- On-Line, On-Board Evolution of Robot Controllers.- The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms.- Multi-objective Optimization.- An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP.- Alternative Fitness Assignment Methods for Many-Objective Optimization Problems.- Genetic Programming.- Evolving Efficient List Search Algorithms.- Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression.- Genetic-Programming Based Prediction of Data Compression Saving.- Machine Learning.- On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Wivace (2008 : Venice, Italy)
- Singapore ; Hackensack, N.J. : World Scientific Pub. Co., ©2010.
- Description
- Book — 1 online resource (xv, 324 pages) : illustrations (some color) Digital: data file.
- Summary
-
- Diffusion of Shapes (R S Shaw & N H Packard)
- FDC-Based Particle Swarm Optimization (A Azzini et al.)
- Predictive Neural Networks in the Design of Experiments (D De March et al.)
- Prefrontal Cortex and Action Sequences: A Review on Neural Computational Models (I Gaudiello et al.)
- Bio-Inspired ICT for Evolutionary Emotional Intelligence (M Villamira & P Cipresso)
- Cooperation in Corvids: A Simulative Study with Evolved Robots (O Miglino et al.)
- Distributed Processes in a Agent-Based Model of Innovation (L Ansaloni et al.)
- Imaginary or Actual Artificial Worlds Using a New Tool in the ABM Perspective (P Terna)
- Dynamics of Interconnected Boolean Networks with Scale-Free Topology (C Damiani et al.)
- Semi-Synthetical Minimal Cells (P Stano & P L Luisi)
- and Other Papers.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
Articles+
Journal articles, e-books, & other e-resources
Guides
Course- and topic-based guides to collections, tools, and services.