Search Results - Quantum Algorithms and Computational Complexity

Recent Developments in Structure-Preserving Algorithms for Oscillatory Differential Equations by Wu, Xinyuan

Inspired by Nature Essays Presented to Julian F. Miller on the Occasion of his 60th Birthday /

Unconventional Computing A Volume in the Encyclopedia of Complexity and Systems Science, Second Edition /

Table of Contents: “…Amorphous Computing -- Algorithmic Cognition -- Analog Computation -- Applications of P Systems -- Approximations to algorithmic probability -- Artificial Chemistry -- Bacterial Computing -- Biomolecular Data Structures -- Cellular Computing -- Computing with Solitons -- DNA Computing -- Evolution in Materio -- Grossone Infinity Computing -- Immune computing -- Inductive Turing Machines -- Mechanical Computing: The Computational Complexity of Physical Devices -- Membrane Computing, Power and Complexity -- Molecular Automata -- Nanocomputers -- Neuromorphic Computing based on Organic Memristive Systems -- Neuromorphic Photonics, Principles of -- Novel Hardware for Unconventional Computing -- Optical Computing -- Quantum Computing -- Reaction-Diffusion Computing -- Reversible Computing -- Slime Mould Computing -- Thermodynamics of Computation -- Unconventional Computing, Introduction to -- Metaheuristics -- Cuckoo Search -- Firefly Algorithm -- Sound and Music Computing -- Unconventional Computational Problems -- Enzyme-based computing -- Inductive Turing machines and complexity, super-recursive algorithms -- Reservoir computing, principles, and applications -- Collision-based computing -- Grossone Infinity Computing -- Unconventional Computational Problems.…”

Supervised Learning with Quantum Computers by Schuld, Maria

Table of Contents: “…Introduction -- Background -- How quantum computers can classify data -- Organisation of the book -- Machine Learning -- Prediction -- Models -- Training -- Methods in machine learning -- Quantum Information -- Introduction to quantum theory -- Introduction to quantum computing -- An example: The Deutsch-Josza algorithm -- Strategies of information encoding -- Important quantum routines -- Quantum advantages -- Computational complexity of learning -- Sample complexity -- Model complexity -- Information encoding -- Basis encoding -- Amplitude encoding -- Qsample encoding -- Hamiltonian encoding -- Quantum computing for inference -- Linear models -- Kernel methods -- Probabilistic models -- Quantum computing for training -- Quantum blas -- Search and amplitude amplification -- Hybrid training for variational algorithms -- Quantum adiabatic machine learning -- Learning with quantum models -- Quantum extensions of Ising-type models -- Variational classifiers and neural networks -- Other approaches to build quantum models -- Prospects for near-term quantum machine learning -- Small versus big data -- Hybrid versus fully coherent approaches -- Qualitative versus quantitative advantages -- What machine learning can do for quantum computing -- References.…”

Cellular Automata A Volume in the Encyclopedia of Complexity and Systems Science, Second Edition /

Table of Contents: “…Additive Cellular Automata -- Algorithmic Complexity and Cellular Automata -- Asymptotic Behaviour and a Formalization of Wolfram's Classes -- Asynchronous Cellular Automata -- Basins of Attraction of Cellular Automata and Discrete Dynamical Networks -- Cellular Automata and Groups -- Cellular Automata and Language Theory -- Cellular Automata as Models of Parallel Computation -- Cellular Automata Hardware Implementation -- Cellular Automata in Hyperbolic Spaces -- Cellular Automata in Triangular, Pentagonal and Hexagonal Tessellations -- Cellular Automata Modeling of Physical Systems -- Cellular Automata with Memory -- Classification of Cellular Automata -- Emergent Phenomena in Cellular Automata -- Universality of Cellular Automata -- Chaotic Behavior of Cellular Automata -- Dynamics of Cellular Automata in Non-compact Spaces -- Ergodic Theory of Cellular Automata -- Evolving Cellular Automata -- Firing Squad Synchronization Problem in Cellular Automata -- Gliders in Cellular Automata -- Graphs Related to Reversibility and Complexity in Cellular Automata -- Growth Phenomena in Cellular Automata -- Identification of Cellular Automata -- Introduction to Mathematical Basis of Cellular Automata -- Orbits of Bernoulli Measures in Cellular Automata -- Phase Transitions in Cellular Automata -- Quantum Cellular Automata -- Reversible Cellular Automata -- Self-Organized Criticality and Cellular Automata -- Self-Replication and Cellular Automata -- Stochastic Cellular Automata as models of Reaction-Diffusion processes -- Structurally Dynamic Cellular Automata -- Tiling Problem and Undecidability in Cellular Automata -- Topological Dynamics of Cellular Automata.…”

Quantum Mechanics for Pedestrians 2 Applications and Extensions / by Pade, Jochen

New Trends in Emerging Complex Real Life Problems ODS, Taormina, Italy, September 10-13, 2018 /

Silicon Photonics & High Performance Computing Proceedings of CSI 2015 /

Table of Contents: “…Tackling Supply Chain Management Through High Performance Computing: Opportunities and Challenges -- Energy Theft Identification in Smart Grid -- Voltage Stability Analysis for Planning and Operation of Power System -- Application of Distributed Static Series Compensator for Improvement of Power System Stability -- A Novel Transmission Power Efficient Routing in Cognitive Radio Networks Using Game Theory -- Study of Effect of Strain, Quantum Well Width and Temperature on Optical Gain in Nano-Heterostructures -- A Survey on Scheduling Algorithms for Parallel and Distributed Systems -- Analysis of On Chip Optical Source Vertical Cavity Surface Emitting Laser (VCSEL) -- Photonic Crystal Based Sensor for DNA Analysis of Cancer Detection -- Real Time QoS Performance Analysis for Multimedia Traffic in an Optical Network -- An Optimized Design of Complex Multiply-Accumulate (MAC) Unit in Quantum Dot Cellular Automata (QCA) -- Modification of L2 Learning Switch Code for Firewall Functionality in POX Controller -- Estimation Procedure of Improved High Resolution DOA of Coherent Signal Source for Underwater Applications with Existing Techniques -- Finite Element Analysis of Fiber Optic Concentric Composite Mandrel Hydrophone for Underwater Condition -- A Simulation Study of Design Parameter for Quantum Dot Based Solar Cells.…”

Fuzzy Logic in Intelligent System Design Theory and Applications /

The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

Table of Contents: “…Content -- -- Part(1) Swarm intelligence and optimzation -- A Hybrid Grey Wolf-Bat Algorithm for Global Optimization -- Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning -- Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine -- Pareto based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks -- Fish Image Segmentation using Salp Swarm Algorithm -- Swarming behaviors of chicken for predicting posts on Facebook branding pages -- Enhancing AGDE algorithm using population size reduction for global numerical optimization -- Simulated Annealing based Quantum Inspired Automatic Clustering Technique -- Hybrid grasshopper optimization algorithm and support vector machines for automatic seizure detection in EEG Signals -- A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis -- Pairwise Global Sequence Alignment using Sine-Cosine Optimization Algorithm -- An automated fish species identification system based on crow search algorithm -- Part(2) Fuzzy Logic and applications -- Design and implementation of Fuzzy PID controller into Multi agent Smart Library System Prototype -- Fuzzy Logic controller with color vision system tracking for mobile manipulator robot -- Interactive Fuzzy Cellular Automata for Fast Person Re-Identification -- Decision Support System for Determination of Forces Applied in Orthodontic based on Fuzzy Logic -- Part (3) Advanced Machine Learning and Applications -- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs -- Machine Learning: A Convergence of Emerging Technologies in Computing -- Discrimination of Satellite Signals from Opencast Mining of Mineral Ores of Hematite and Uranium using Digital Image Processing and Geostatistical Algorithms -- Detecting Cross-Site Scripting Attacks using Machine Learning -- Text Mining Approach to Extract Associations between Obesity and Arabic Herbal Plants -- A Reinforcement Learning-based Adaptive Learning System -- Performance Evaluation of SVM-Based Amazighe Named Entity Recognition -- Trained Neural Networks Ensembles Weight Connections Analysis -- An Empirical Analysis of User Behavior for P2P IPTV Workloads -- Intelligent Decision Framework to Explore And control Infection Of Hepatitis C Virus -- Supervised Rainfall Learning Model using Machine Learning Algorithms -- Reducing Stage Weight Estimation Error of Slow Task Detection in MapReduce Scheduling -- Analysis of Complete-Link Clustering for Identifying Multi-attributes Software Quality Data -- Student Profile in E-learning Environment Based on Two-Dimensional Ontologies -- Comparative Sentiment Analysis on a Set of Movie Reviews using Deep Learning Approach -- Medical Equipment Failure Rate Analysis Using Supervised Machine Learning -- Part(4) Big data and classification -- Big-Data Aggregating, Linking, Integrating and Representing using Semantic Web Technologies -- Computer Aided Diagnostic System for Automatic Detection of Brain Tumor through MRI Using Clustering Based Segmentation Technique and SVM Classifier -- Feature selection using Genetic algorithm for big data -- Prediction of Liver Diseases Based on Machine Learning Technique for Big Data -- Stance Detection in Tweets Using a Majority Vote Classifier -- A Comparative Study of Classification Methods for Flash Memory Error Rate Prediction -- Opinion extraction and classification of real time YouTube cooking recipes comments -- A Framework for Big Data Analysis in Smart Cities -- Performance Enhancement of Distributed Clustering for Big Data Analytics -- Open Circuit Fault Diagnosis of Cascaded H-Bridge MLI using k-NN Classifier based on PPCA -- Improved Production Key Performance Indicators (KPI's) Using Intelligent-Manufacturing Execution Systems (I-MES) -- Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images -- GPU-based CAPSO with N-Dimension Particles -- Machine Learning and Big Data Processing: A Technological Perspective and Review -- Harnessing the power of Big Data in Science -- Building Online Social Network Dataset for Arabic Text Classification -- Breast Cancer Detection and Classification using Thermography: A Review -- An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime -- Efficient Sentiment Analysis Approach Using Feature Selection and Classifier Ensemble -- Part(5) Intelligent Systems and Applications -- Development of an Ontology Based Solution for Energy Saving Through a Smart Home in the City of Adrar in Algeria -- Embeddings of Categorical Variables for Sequential Data in Fraud Context -- Hybrid Information Filtering Engine for Personalized Job Recommender System -- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs -- Adaptive Task Scheduling on Multicore Processors -- PFastNCA: Parallel Fast Network Component Analysis for gene regulatory network -- Robots That Can Mix Serious With Fun -- Dialect versus MSA Sentiment Analysis -- Energy Aware Optimized Hierarchical Routing Technique for Wireless Sensor Networks -- Multi-filter Score-level Fusion for Fingerprint Verification -- Color Image Segmentation of Fishes with Complex Background in Water -- Analysis of Credit Risk Prediction using ARSkNN -- Dental Age Estimation in East Asian Population with Least Squares Regression -- Text Mining Approach to Analyse Stock Market Movement -- Stock Market Real Time Recommender Model Using Apache Spark Framework -- Patient Fingerprint Minutiae based Medical Image Watermarking and Adaptive Integrity -- Toward a Secure and Robust Medical Image Watermarking in Untrusted Environment -- Gray matter volume abnormalities in the reward system in first-episode patients with major depressive disorder .…”