Arama Sonuçları - "genetic programming"

Behavioral Program Synthesis with Genetic Programming Yazar: Krawiec, Krzysztof

İçindekiler: “…Program Synthesis -- Limitations of Conventional Program Evaluation -- The Framework of Behavioral Program Synthesis -- Behavioral Assessment of Test Difficulty -- Semantic Genetic Programming -- Synthesizing Programs with Consistent Execution Traces -- Pattern-guided Program Synthesis -- Behavioral Code Reuse -- Search Drivers -- Experimental Assessment of Search Drivers -- Implications of the Behavioral Perspective -- Future Perspectives.…”
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Evolutionary and Swarm Intelligence Algorithms

İçindekiler: “…Swarm and Evolutionary Computation -- Particle Swarm Optimization -- Artificial Bee Colony Algorithm Variants and Its Application to Colormap Quantization -- Spider Monkey Optimization Algorithm -- Genetic Algorithm and Its Advances in Embracing Memetics -- Constrained Multi-Objective Evolutionary Algorithm -- Genetic Programming for Classification and Feature Selection -- Genetic Programming for Job Shop Scheduling -- Evolutionary Fuzzy Systems: A Case Study for Intrusion Detection Systems.…”
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Inspired by Nature Essays Presented to Julian F. Miller on the Occasion of his 60th Birthday /

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NEO 2015 Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 held at September 23-25 2015 in Tijuana, Mexico /

İçindekiler: “…Part I Genetic Programming -- Part II Combinatorial Optimization -- Part IV Machine Learning and Real World Applications.…”
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Evolution of Artificial Neural Development In search of learning genes / Yazar: Khan, Gul Muhammad

İçindekiler: “…Making the Computer 'Brained' -- The Biology of Brain:An insight into the Human Brain -- Evolutionary Computation -- Artificial Neural Network (ANNs) -- Structure and Operation of Cartesian Genetic Programming Developmental Network (CGPDN) Model -- Wumpus World -- Checkers -- Concluding Remarks and Future Directions.…”
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Recent Advances in Computational Optimization Results of the Workshop on Computational Optimization WCO 2014 /

İçindekiler: “…Finding Otimal Discretization Orders for Molecular Distance Geometry by Answer Set Programming -- Estimation of Edge Infection Probabilities in the Inverse Infection Problem -- On a Quantum Algorithm for the Resolution of Systems of Linear Equations -- Synthesis of Self-Adaptive Supervisors of Multi-Task Real-Time Object-Oriented Systems Using Developmental Genetic Programming -- Direct Shooting Method for Optimal Control of the Highly Nonlinear Differential-Algebraic Systems -- A Review on the Direct and Indirect Methods for Solving Optimal Control Problems with Differential-Algebraic Constraints -- InterCriteria Analysis of ACO and GA Hybrid Algorithms -- A Two-Stage Look-Ahead Heuristic for Packing Spheres into a Three-Dimensional Bin of Minimum Length -- Handling Lower Bound and Hill-Climbing Strategies for Sphere Packing Problems -- Multi-Objective Meta-Evolution Method for Large-Scale Optimization Problems -- Dispersive Flies Optimisation and Medical Imaging -- An Efficient Solution of the Resource Constrained Project Scheduling Problem Based on an Adaptation of the Developmental Genetic Programming -- Bayesian-Based Approach to Application of the Genetic Algorithm to Localize the Abrupt Atmospheric Contamination Source.…”
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Recent Advances in Soft Computing Proceedings of 23rd International Conference on Soft Computing (MENDEL 2017) Held in Brno, Czech Republic, June 20-22, 2017 /

İçindekiler: “…Solving Sudoku's by Evolutionary Algorithms with Preprocessing -- Weak Ties and How to Find Them -- Robustness and Evolutionary Dynamic Optimisation of Airport Security Schedules -- Enhanced Archive for SHADE -- Adaptation of Sport Training Plans by Swarm Intelligence -- On the Influence of Localisation and Communication Error on the Behaviour of a Swarm of AUVs -- Spam Detection Using Linear Genetic Programming -- Optimization of Protein Mixture Filtration -- Accelerated Genetic Programming -- Hybrid Multi-objective PSO for Filter-based Feature Selection -- Scalability of GPA-ES Algorithm -- Comparison of Three Novelty Approaches to Constants (Ks) Handling in Analytic Programming Powered by SHADE -- Proposal of a New Swarm Optimization Method Inspired in Bison Behaviour -- Stochastic Heuristics for Knapsack Problems -- Waste Processing Facility Location Problem by Stochastic Programming: Models and Solutions -- Randomization of Individuals Selection in Differential Evolution -- Grammatical Evolutionfor Classification into Multiple Classes -- A Spiking Model of Desert Ant Navigation Along a Habitual Route -- The Application Perspective of Izhikevich Spiking Neural Model - The Initial Experimental Study -- Fuzzy Granular Calculations for the Sematic Web Using Some Mathematical Morphology Methods -- Exploring the Map Equation: Community Structure Detection in Unweighted Undirected Networks -- One of the Possible Ways to Find Partial Dependencies in Multidimensional Data -- Emergent Phenomena in Complex Systems -- Utilization of Machine Learning in Vibrodiagnostics -- Deep Analytics Based on Triathlon Athletes Blogs and News -- Weighted Multilateration in Volumetry of CNC Machine Tools -- Numerical Solving Linear Systems of Stiff Delay Differential Equations with Constant Delays -- Dynamic Generalized Berge-Zhukovskii Equilibrium -- Fuzzy Logic Control Application for the Risk Quatification of Projects for Automation.…”
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Computational Intelligence in Wireless Sensor Networks Recent Advances and Future Challenges /

İçindekiler: “…Preface -- A Genetic Programming Approach to Cost-Sensitive Control in Resource Constrained Sensor Systems -- A Study on Performance of the Hill Climbing Heuristic Method for Router Placement in Mesh Networks -- An Automated Irrigation System Based on a Low- Cost Micro-controller for Tomato Production in South India -- Artificial-Neural-Network-based Real-Time Urban Road Traffic State Estimation Framework -- Attack Detection using Evolutionary Computation -- Computational Intelligence based Security in WSNs - Technologies and Design Challenges -- Efficient Anomaly Detection System for Video Surveillance Application in WVSN with Particle Swarm Optimization -- Planning Robust Sensor Relocation Trajectories for a Mobile Robot with Evolutionary Multi-Objective Optimization.…”
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Advances in Information and Communication Technology Proceedings of the International Conference, ICTA 2016 /

İçindekiler: “…A New Neuro-fuzzy Inference System for Insurance Forecasting -- Swarm Intelligence-based Approach for Macroscopic Scale Odor Source Localization Using Multi-robot System -- Quality Improvement of Vietnamese HMM-based Speech Synthesis System Based on Decomposition of Naturalness and Intelligibility Using Non-negative Matrix Factorization -- Predicting Early Crop Production by Analysing Prior Environment Factors -- An Evolutionary-based Term Reduction Approach to Bilingual Clustering of Malay-English Corpora -- Estimation Localization in Wireless Sensor Network Based on Multi-Objective Grey Wolf Optimizer -- New Block Ciphers for Wireless Mobile Networks -- Managing Secure Personal Mobile Health Information -- Design Adaptive-CTC Controller for Tracking Target Used Mobile Robot-pan Tilt-stereo Camera System -- A Study on Fitness Representation in Genetic Programming -- Comparing Modified PSO Algorithms for MRS in Unknown Environment Exploration -- Toward Cyber Security Architecture Framework.>.…”
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Recent Advances in Computational Optimization Results of the Workshop on Computational Optimization WCO 2015 /

İçindekiler: “…Fast Output-Sensitive Approach for Minimum Convex Hulls Formation -- Local Search Algorithms for Portfolio Selection: Search Space and Correlation Analysis -- Optimization of Fuel Consumption in Firefighting Water Capsule Flights of a Helicopter -- Practical Application of OFN arithmetics in a Crisis Control Center Monitoring -- Forecasting Indoor Temperature Using Fuzzy Cognitive Maps with Structure Optimization Genetic Algorithm -- Correlation Clustering by Contraction, a More Effective Method -- Synthesis of Power Aware Adaptive Embedded Software Using Developmental Genetic Programming -- Flow Design and Evaluation in Photonic Data Transport Network -- Introducing the Environment in Ant Colony Optimization -- Fast Preconditioned Solver for Truncated Saddle Point Problem in Nonsmooth Cahn-Hilliard Model -- The Constraints Aggregation Technique for Control of Ethanol Production -- InterCriteria Analysis by Pairs and Triples of Genetic Algorithms Application for Models Identification -- GeneticAlgorithms for Constrained Tree Problems -- InterCriteria Analysis of Genetic Algorithms Performance -- Exploring Sparse Covariance Estimation Techniques in Evolution Strategies -- Parallel Metaheuristics for Robust Graph Coloring Problem.…”
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Soft Computing for Problem Solving SocProS 2017, Volume 2 /

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Soft Computing for Problem Solving SocProS 2017, Volume 1 /

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Nature Inspired Computing Proceedings of CSI 2015 /

İçindekiler: “…EasyOnto: A Collaborative Semi Formal Ontology Development Platform -- Biometric Inspired Homomorphic Encryption Algorithm for Secured Cloud Computing -- Relevance Feedback Base User Convenient Semantic Query Processing Using Neural Network -- Comparative Analysis of Decision Tree Algorithms -- Analysing the Genetic Diversity of Commonly Occurring Diseases -- Alternate Procedure for the Diagnosis of Malaria via Intuitionistic Fuzzy Sets -- A Deadline Aware Modified-Genetic Algorithm for Scheduling Jobs with Burst Time and Priorities -- Bio Inspired Computation for Optimizing Scheduling -- Segmentation of Mammograms using a Novel Intuitionistic Possibilstic Fuzzy C-Means Clustering Algorithm -- Wireless Monitoring and Indoor Navigation of a Mobile Robot using RFID -- A Note on q-Bernoulli-Euler Polynomials -- An Approach for Iris Segmentation in Constrained -- Environments -- Detection of Chronic Kidney Disease: A NN-GA Based Approach -- An Optimal Tree Based Routing Protocol Using Particle Swarm Optimization -- Sybil Attack Prevention Algorithm for Body Area Networks -- Surface Acoustic Wave E-nose Sensor Based Pattern Generation and Recognitionof Toxic Gases using Artificial Neural Network Techniques -- Pico-nym Cloud (PNC) a Method to Devise and Peruse Semantically Related Biological Patterns -- Assessment on VM Placement and VM Selection Strategies -- Distributed Denial of Service Attack Detection Using Ant Bee Colony and Artificial Neural Network in Cloud Computing -- Performance Evaluation of Neural Network Training Algorithms in Redirection Spam Detection -- Novel Method for Predicting Academic Performance of Students by Using Modified Particle Swarm Optimization (PSO) -- Medical Diagnosing of Canine Diseases Using Genetic Programming & Neural Networks -- A Comparative Study on Decision Making Capability Between Human and Artificial Intelligence.…”
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Advances in Computational Intelligence Systems Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK /

İçindekiler: “…On the Integrity of Performance Comparison for Evolutionary Multi-objective Optimisation Algorithms -- The Influence of Age Assignments on the Performance of Immune Algorithms -- Evolutionary Constraint in Artificial Gene Regulatory Networks -- Exploiting Tournament Selection for Efficient Parallel Genetic Programming -- Solving Partial Differential Equations with Bernstein Neural Networks -- Daily Energy Price Forecasting Using a Polynomial NARMAX Model -- Model Selection in Time Series Forecasting -- Fuzzy Modeling for Uncertain Nonlinear Systems using Fuzzy Equations and Z-numbers -- Medical Expert Systems - A Study of Trust and Acceptance by Healthcare Stakeholders -- Agent Based Micro-Simulation of a Passenger Rail System Using Customer Survey Data -- Fintech Bitcoin Smart Investment based on the Random Neural Network with a Genetic Algorithm -- Generating ANFISs through Rule Interpolation: An Initial Investigation -- Disentangling the Latent Space of (Variational) Autoencoders for NLP -- A Low Computational Approach for Assistive Esophageal Adenocarcinoma and Colorectal Cancer Detection -- Learning from Interaction: An Intelligent Networked based Human-bot and Bot-bot Chatbot System -- A Study on CNN Transfer Learning for Image Classification -- Dendritic Cell Algorithm with Fuzzy Inference System for Input Signal Generation -- A Method of Abstractness Ratings for Chinese Concepts -- Effective Diagnosis of Diabetes with a Decision Tree-initialised Neuro-fuzzy Approach -- A Comparison of Re-sampling Techniques for Pattern Classification in Imbalanced Data-Sets -- Classification of Heterogeneous Data Based on Data Type Impact on Similarity -- Clustering-based Fuzzy Finite State Machine for Human Activity Recognition -- Deep Online Hierarchical Unsupervised Learning for Pattern Mining from Utility Usage Data -- Online Object Trajectory Classification using FPGA-SoC Devices -- Key Frame Extraction and Classification of Human Activities using Motion Energy -- A Comprehensive Obstacle Avoidance System of Mobile Robots Using an Adaptive Threshold Clustering and the Morphin Algorithm -- Physarum Inspired Connectivity and Restoration for Wireless Sensor and Actor Networks -- Mining Unit Feedback to Explore Students' Learning Experiences -- Dimension Reduction Based on Geometric Reasoning for Reducts -- Anomaly Detection in Activities of Daily Living using One-Class Support Vector Machine -- Towards Active Muscle Pattern Analysis for Dynamic Hand Motions via SEMG -- A Novel Crossings-based Segmentation Approach for Gesture Recognition.…”
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Machine Learning Control - Taming Nonlinear Dynamics and Turbulence Yazar: Duriez, Thomas, Brunton, Steven L., Noack, Bernd R.

İçindekiler: “…Preface -- 1 Introduction -- 1.1 Feedback in engineering and living systems -- 1.2 Benefits of feedback control -- 1.3 Challenges of feedback control -- 1.4 Feedback turbulence control is a grand challenge problem -- 1.5 Nature teaches us the control design -- 1.6 Outline of the book -- 1.7 Exercises -- 2 Machine learning control (MLC) -- 2.1 Methods of machine learning -- 2.2 MLC with genetic programming -- 2.3 Examples -- 2.4 Exercises -- 2.5 Suggested reading -- 2.6 Interview with Professor Marc Schoenauer -- 3 Methods of linear control theory -- 3.1 Linear systems -- 3.2 Full-state feedback -- Linear quadratic regulator (LQR) -- 3.3 Sensor-based state estimation -- Kalman filtering -- 3.4 Sensor-based feedback -- Linear quadratic Gaussian (LQG) -- 3.5 System Identification and Model Reduction -- 3.6 Exercises -- 3.7 Suggested reading -- 4 Benchmarking MLC against linear control -- 4.1 Comparison of MLC with LQR on a linear oscillator -- 4.2 Comparison of MLC with Kalman filter on a noisy linear oscillator -- 4.3 Comparison of MLC with LQG for sensor-based feedback -- 4.4 Modifications for small nonlinearity -- 4.5 Exercises -- 4.6 Interview with Professor Shervin Bagheri -- 5 Taming nonlinear dynamics with MLC -- 5.1 Generalized mean-field system -- 5.2 Machine learning control -- 5.3 Derivation outline for the generalized mean-field model -- 5.4 Alternative control approaches -- 5.5 Exercises -- 5.6 Suggested reading -- 5.7 Interview with Professor Mark N. …”
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Proceedings of Fifth International Conference on Soft Computing for Problem Solving SocProS 2015, Volume 1 /

İçindekiler: “…One Day Ahead Forecast of Pan Evaporation at Pali Using Genetic Programming -- Chapter 11. Optimized Scenario of Temperature Forecasting Using SOA and Soft Computing Techniques -- Chapter 12. …”
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