Intelligent Computing and Optimization

Name: Intelligent Computing and Optimization | Proceedings of the 2nd International Conference on Intelligent Computing and Optimization 2019 (ICO 2019)
Brand: Springer
Price: 149.79 EUR
Availability: OnlineOnly

Proceedings of the 2nd International Conference on Intelligent Computing and Optimization 2019 (ICO 2019)

Pandian Vasant Ivan Zelinka Gerhard-Wilhelm Weber(Editor)

Springer (Publisher)

1st Edition

Published on 26. October 2019

XV, 693 pages

E-Book

PDF with digital watermarking

System requirements

978-3-030-33585-4 (ISBN)

€149.79incl. 7% vat

System requirements

for PDF with digital watermarking

E-Book Single Licence

Available for download

Description

More details

Other editions

Persons

Content

Intro
Preface
Contents
A Timetabling Application for the Assignment of School Classrooms
Abstract
1 Introduction
2 Development
2.1 Methodology
2.2 Constraints
3 Model
3.1 Variables
3.2 Objective Function
3.3 Constraints
3.4 Form Filling
4 Mathematical Programming Model in Worksheet
5 Conclusions
References
Estimation of Electricity Prices in the Mexican Market
Abstract
1 Introduction
2 Alpha Stable Regression
3 Estimation of Electricity Price in Mexico
4 Conclusions
References
Predicting the Quality of MIS Characteristics and End-Users' Perceptions Using Artificial Intelligence Tools: Expert Systems and Neural Network
Abstract
1 Introduction
2 Theoretical Foundations
2.1 Assessment Factors of IS
2.2 Expert System Concepts
3 Methodology
4 Design and Implementation of Knowledge
5 ANN Prediction Model of End-Users Perceptions
5.1 Factors of the Prediction Model
6 Result and Conclusion
Appendix A: CLIPS Code of the Developed Expert System
References
Fuzzy Logic Controller for Modeling of Wind Energy Harvesting System for Remote Areas
Abstract
1 Introduction
2 Literature Review
3 Description of Wind Energy Harvesting System
4 Fuzzy Logic Controller
5 Simulation and Results
6 Conclusion
References
Developing a Technique to Select Potential Candidates Using a Combination of Rough Sets and Fuzzy Sets
Abstract
1 Introduction
2 Related Work
3 Method
3.1 Data Pre-processing Module
3.2 Query Execution Module
3.3 Analysis and Output Module
3.3.1 Dimension Reduction Using Rough Set
3.3.2 Fuzzy Clustering
3.3.3 Output Generation
4 Implementation and Experiments
5 Conclusion
References
Distributed Multi Cloud Storage System to Improve Data Security with Hybrid Encryption
1 Introduction
2 Cloud Attacks
3 Related Work
4 System Architecture and Design
4.1 Encryption and Decryption Module
4.2 Storage Module
4.3 Key Management Server
5 Experimental Setup
5.1 Storing Data
5.2 Retrieving Data
5.3 Cost and Data Availability
5.4 User Control
6 Performance Evaluations
7 Conclusion
References
Examining the Impact of Land Use/Land Cover Characteristics on Flood Losses: A Case Study of Surat City
Abstract
1 Introduction
2 Study Area
3 Data Collection
3.1 Flood Scenarios at Surat City
4 Methodology
4.1 LULC for the Study Area
4.2 Flood Losses
5 Result and Conclusion
References
On the Development of Model for Grain Seed Reaction on Pre Sowing Treatment
Abstract
1 Existing Approaches to the Construction of Models of Biological Objects
2 Developed Model
3 Conclusion
References
Development of a Laboratory Unit for Assessing the Energy Intensity of Grain Drying Using Microwave
Abstract
1 Introduction
2 Main Part
2.1 Driving Forces of Heat and Moisture Transfer
2.2 Research Method
2.3 Results and Discussion
3 Conclusions
References
Intelligent Electrophysiological Control of Cows Milk Reflex by Registration Electrical Skin Activity
Abstract
1 Introduction
1.1 Background
1.2 Objective
2 Method
2.1 The Research of Cows CNS Response While the Frequency Modulation of HFF on the Udder Take Place
2.2 Discussion and Research
2.3 The Application of HFF Influence in Regimes 15 and 30 Watts (W) at the Cows Udder Gave Various Effects
3 Results
4 Conclusions
References
Use of Computing Techniques for Flood Management in a Coastal Region of South Gujarat-A Case Study of Navsari District
Abstract
1 Introduction
1.1 Use of Computational Techniques in Water Resources Engineering
1.2 Computational Techniques Used Flood Management
2 Case Study Area
2.1 Mapping of Flood and Its Management
3 Data Collection
3.1 HEC-RAS
3.2 ArcGIS
3.3 Boundary Condition
4 Methodology
4.1 Pre-Processing (Arc-GIS and HEC-GeoRAS)
4.1.1 DEM (Digital Elevation Model)
4.1.2 Georeferencing
4.1.3 Shapefiles
4.1.4 Mosaic
4.2 HEC-RAS Model Execution
5 Results and Discussion
5.1 Advantages and Limitation of HEC-RAS
6 Conclusion
References
Structural Design of an LMU Using Approximate Model and Satisficing Trade-Off Method
Abstract
1 Introduction
2 Stiffness Analysis and Design of Experiments (DOE)
3 Generation of Hybrid Metamodel
3.1 Kriging
3.2 Response Surface Methodology
3.3 Hybrid Metamodel
4 Determination of the Reinforcement Steel Plates Using Multiobjective Optimization
4.1 Satisficing Trade-Off Method
4.2 Optimization Formulation
4.3 Optimization Results and Comparisons
5 Conclusion
Acknowledgment
References
Recognition of Cow Teats Using the 3D-ToF Camera When Milking in the "Herringbone" Milking Parlor
Abstract
1 Introduction
2 Related Work
3 Materials and Methods
4 Research Results
5 Conclusion
6 Future Work
References
Changes in Heart Rate Dynamics with Menstrual Cycles
Abstract
1 Introduction
2 Methods
2.1 Study Subjects
2.2 Protocol
2.3 Measurements
2.4 Analysis of HRV and Heart Rate Dynamics
2.5 Statistical Analysis
3 Results
3.1 Basic Findings of 24-h ECG
3.2 Time Domain and Frequency Domain Analysis of HRV
3.3 Nonlinear Indices of Heart Rate Dynamics
3.4 Basal and Percentile Heart Rate
3.5 HRV Makers of Sleep Stage and Sleep Disordered Breathing
4 Discussions
References
Verifying the Gaming Strategy of Self-learning Game by Using PRISM-Games
Abstract
1 Introduction
2 Background Theories
2.1 Reinforcement Learning
2.2 Safe Reinforcement Learning via Shielding
2.3 Q-learning
2.4 Monte Carlo Tree Search (MCTS)
2.5 Model Checking
2.6 Probabilistic Model Checking Using PRISM-Games
3 Related System
4 Applied Area
5 Purposed System
6 Experimental Results
7 Conclusion
Acknowledgments
References
Optimization of Parquetting of the Concentrator of Photovoltaic Thermal Module
Abstract
1 Introduction
2 The Method of Three-Dimensional Parquetting the Surface of a Parabolic Concentrator
3 Method of Fan-Shaped Parqueting of Surface of the Parabolic Concentrator
4 Parabolic Concentrator for Photovoltaic Thermal Receiver
5 Conclusion
References
Optimization of the Process of Anaerobic Bioconversion of Liquid Organic Wastes
Abstract
1 Introduction
2 Background
3 Results of Investigations
4 Conclusion
Acknowledgment
References
Efficiency Optimization of Indoor Air Disinfection by Radiation Exposure for Poultry Breeding
Abstract
1 Introduction
2 Related Works
3 Materials and Methods
4 Research Results
5 Conclusions
6 Future Work
References
Optimal Power Flow Considering Cost of Wind and Solar Power Uncertainty Using Particle Swarm Optimization
1 Introduction
2 Modelling Wind and Solar Generation Costs
2.1 Wind Farm Power Output Probability Distribution
2.2 Solar Farm Power Output Probability Distribution
2.3 Opportunity Costs for Wind and Solar Shortage
2.4 Opportunity Costs for Wind and Solar Surplus
3 OPF Incorporating Renewable Generation Cost
3.1 Mathematical Model
4 Results and Discussions
5 Conclusion
References
Improvement of the Numerical Simulation of the Machine-Tractor Unit Functioning with an Elastic-Damping Mechanism in the Tractor Transmission of a Small Class of Traction (14 kN)
Abstract
1 Introduction
2 Purpose of Research
3 Materials and Methods
4 Discussion Results
5 Conclusions
Acknowledgements
References
Decomposition Algorithm for Irregular Placement Problems
Abstract
1 Introduction
2 Problem Formulation
3 A Solution Strategy
4 Conclusions
References
Smart Homes: Methodology of IoT Integration in the Architectural and Interior Design Process - A Case Study in the Historical Center of Athens
Abstract
1 Introduction
2 Methodology
3 Case Study: N Apartment and the Design Strategy of a Smart Home
3.1 New Forms of Design Stages Emerged - The Interaction Design and the Formation of Smart Space
4 'Enhanced' Architectural Design Emerging from the Integration of IoT in the Interior Design Process
5 Conclusion
References
The Mechanism of Intensification of Heat and Moisture Transfer During Microwave-Convective Processing Grain
Abstract
1 Introduction
2 Main Part
2.1 The Mechanism of Removing Moisture
2.2 Regularities of Heat Transfer
2.3 Heat Moisture Transfer with Microwave Heating
3 Conclusions
References
Application of the Topological Optimization Method of a Connecting Rod Forming by the BESO Technique in ANSYS APDL
Abstract
1 Introduction
2 Problem State
3 Description of the Optimization Method
4 Getting a New Part Shape
5 Optimization the Shape of an Existing Part
6 Conclusion
References
The Concept of Information Modeling in Interactive Intelligence Systems
Abstract
1 Introduction
2 Problem State
3 Description of the Concept of Information Modeling in Interactive Intelligence Systems
4 Conclusion
References
Network Reconstruction - A New Approach to the Traveling Salesman Problem and Complexity
Abstract
1 Introduction
2 The TSP Model
3 TSP Methods
3.1 Exact Methods
3.2 Approximation Methods or Heuristics
4 The Available Linear Programming Formulations
4.1 Existence of Sub-tours
5 Sub-tours
5.1 Detecting Sub-tours
5.2 Using Dummy Nodes and Bridges to Eliminate Sub-tours
6 LP Formulation of the Reconstructed TSP Model
6.1 Formulated LP
6.2 Formulated LP of Nature (7) Always Gives an Integer Solution
6.2.1 Justification Way 1
6.2.2 Justification Way 2
6.3 Features of a Dummy Node
6.4 Optimal Solution Adjustment
7 Proposed Algorithm
7.1 Algorithm
7.2 Numerical Illustration
7.2.1 Solution by Proposed Algorithm
7.2.2 Solution by Proposed Algorithm
8 Worst Case Complexity of the Proposed Approach
9 Conclusions
Acknowledgments
References
Packing Convex 3D Objects with Special Geometric and Balancing Conditions
Abstract
1 Introduction
2 Problem Formulation
3 Mathematical Model
4 Solution Strategy
5 Conclusions
References
Data Classification Based on the Features Reduction and Piecewise Linear Separation
Abstract
1 Introduction
2 Information Technology Classification Based on Data Visualization
3 Reducing the Dimension of the N-Dimensional Feature Space
4 Multidimensional Scaling of Feature Space
5 Formation of a Piecewise Linear Separator and Separating Hyperplanes
6 Practical Use of Information Technology
7 Conclusion
References
Smarthome Control Unit Using Vietnamese Speech Command
Abstract
1 Introduction
2 Data Collection and Processing
2.1 Data Collection
2.2 Data Processing
3 Neural Network Architecture
3.1 Proposed Architecture
3.2 Implementation of the Neural Network
3.3 Experiments and Model Analyzing
4 Apply to Recognition of Vietnamese Speech Commands
5 Implementation and Evaluation of Machine Learning Model on an Intelligent Home Control Unit
6 Conclusion and Perspectives
References
A Complementary Optimization Procedure for Final Cluster Analysis of Clustering Categorical Data
Abstract
1 Introduction
2 Preliminaries
2.1 Notations
2.2 The k-AMH Algorithm
3 The Complementary Optimization Procedure of the k-AMH Algorithm
3.1 Limitations of the Current Optimization Procedures
3.2 Formalization on the Complementary Optimization Procedure
4 Experimental Results
4.1 Benchmark Datasets
4.2 Comparison of the Optimal and Maximum Accuracies
5 Conclusions and Future Work
Acknowledgements
References
Neural Machine Translation on Myanmar Language
1 Introduction
2 Myanmar Language Script and Its Grammar Structure
3 Background Theories
3.1 Neural Machine Translation
3.2 Recurrent Neural Network
4 Proposed System
4.1 Normalization
4.2 Syllable Segmentation
4.3 Corpus Preparation
4.4 Word Embedding
4.5 RNN Encoder-Decoder
4.6 Attention Mechanism
5 Evaluation
6 Training Details and Results
7 Conclusion and Future Work
References
Implementation of Myanmar Handwritten Recognition
1 Introduction
2 Dataset
3 Proposed System Architecture
3.1 Pre-processing
3.2 Feature Extraction and Recognition
3.3 Convolutional Layers
3.4 Recurrent Layers
3.5 Transcription Layers
4 Experiments
4.1 Network Configuration and Result
5 Conclusion
References
The Effects of Emotionally Sound Web-Based Instruction on Performance, Engagement and Retention
Abstract
1 Introduction
1.1 Emotions and Learning
1.2 Research Objective
1.3 Research Question
1.4 Research Framework
2 Literature Review
2.1 Emotion and Performance
2.2 Emotion and Engagement
2.3 Emotion and Retention
3 Population and Sample
4 Results
4.1 Effect of the Treatment Conditions on Student's Performance
4.2 Effect of the Treatment Conditions on Student's Engagement
4.3 Effect of the Treatment Conditions on Student's Retention
5 Findings
5.1 Effect of the Treatment Conditions on Student's Performance
5.2 Effect of the Treatment Conditions on Student's Engagement
5.3 Effect of the Treatment Conditions on Student's Retention
6 Conclusion
References
Calculation of the Manipulator's Kinematic Model and Mounting Points of the Drive Equipment
Abstract
1 Introduction
2 Calculation of the Manipulator Kinematic Model
3 The Calculation of the Drives Attachment Points
4 Conclusion
References
Classification of Attentional Focus Based on Head Pose in Multi-object Scenario
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Attention Classification Module
3.2 Object Localization and Classification
3.3 Focus of Attention Model
4 Experiments
4.1 Setup
4.2 Datasets
4.3 Evaluation Measures
5 Results
6 Conclusion
References
System of Optimization of the Combustion Process of Biogas for the Biogas Plant Heat Supply
Abstract
1 Introduction
2 Problem Description
3 Automatic Control System
4 Conclusion
Acknowledgment
References
Recurrent Neural Networks Application to Forecasting with Two Cases: Load and Pollution
Abstract
1 Introduction
2 Data Description and Time Series Analysis
2.1 Beijing PM2.5 Dataset
2.2 Germany's Electrical Grid Dataset
3 Methodologies
3.1 Long Short Term Memory (LSTM)
3.2 Gated Recurrent Unit (GRU)
3.3 The Proposed RNN-Based Forecasting Method
4 Experiments and Discussion
4.1 PM2.5 Forecasting
4.2 Load Forecasting
5 Conclusion
Acknowledgments
References
Comparing Two Models of Document Similarity Search over a Text Stream of Articles from Online News Sites
Abstract
1 Introduction
2 Related Work
2.1 M-Tree
2.2 Similarity Queries
2.3 Gensim Model
3 Our Solutions
3.1 Data Preprocessing
3.2 Model Pretraining
3.3 Similarity Search with M-Tree
3.4 Similarity Search with Gensim Model
4 Experimental Results and Evaluation
4.1 System Testing and Evaluation
5 Conclusion and Future Work
Acknowledgments
References
Developing an Empirical Robotic Framework to Establish Bidirectional Eye Contact
1 Introduction
2 Related Work
3 Proposed Robotic Framework and Its Behavioral Protocols
3.1 Software Configuration
3.2 Robot Behaviors
4 Experiments
5 Results
5.1 Quantitative Evaluation
5.2 Performance Evaluation
6 Conclusion
References
SSD-Mobilenet Implementation for Classifying Fish Species
Abstract
1 Introduction
2 Data Collection and Processing
2.1 Data Collection
2.2 Data Processing
3 Research Methodology
3.1 Mobilenet
3.2 Single Shot MultiBox Detector
3.3 Mobilenet-SSD
4 Experiment and Evaluation
4.1 Detection Evaluation
4.2 Classification Evaluation
5 Conclusion and Perspectives
References
A Novel System for Related Keyword Extraction over a Text Stream of Articles
Abstract
1 Introduction
2 Related Work
2.1 Word Similarity and Word Relatedness
2.2 Word2Vec
2.3 Skip-Gram Model
2.4 Similarity Measures
3 Methodology
3.1 System Overview
3.2 Function Description
3.3 Problem Statement
3.4 Method Description
4 Experiments and Results
4.1 Configuration and Programming Framework
4.2 Dataset
4.3 System Functions
4.4 Experimental Results and Evaluation
5 Conclusion
Acknowledgments
References
Companies Trading Signs Prediction Using Fuzzy Hybrid Operator with Swarm Optimization Algorithms
Abstract
1 Introduction
2 Background Theory
3 Experiment Results
4 Conclusion
References
Bagging and Boosting Ensembles for Conflict Resolution on Heterogeneous Data
Abstract
1 Introduction
1.1 Problem Identification
1.2 Objectives
1.3 Organization
2 Related Works
3 Proposed Methodology
3.1 Basic Truth Discovery Algorithm for Conflict Resolution
3.2 Proposed Bagged Truth Discovery
3.3 Proposed Boosting Truth Discovery
3.4 Baseline Algorithms Explanation
3.5 Calculating Statistical Significance
4 Performance Analysis
4.1 The Weather Data Set
4.2 Comparison with Ground Truth
4.3 Comparative Analysis
5 Conclusion and Future Work
Acknowledgment
References
Dispositional Learning Analytics Structure Integrated with Recurrent Neural Networks in Predicting Students Performance
Abstract
1 Introduction
2 Related Work
2.1 Machine Learning Algorithms for Prediction
2.2 Deep Learning, Recurrent Neural Networks
2.3 Long Short-Term Memory Networks
3 Methodology
3.1 Data Collection
4 Results and Discussion
4.1 Predicting Final grade using Machine Learning Classifiers
4.2 Predicting Final grade Using Deep Learning Algorithms
5 Conclusion
Acknowledgement
References
Face Recognition and Detection Using Haars Features with Template Matching Algorithm
Abstract
1 Introduction
2 Proposed System
2.1 Image Representation
2.2 Template Matching
3 Face Detection
3.1 Haar - Cascades
3.2 How the Haar-like Features Works
3.3 Integral Image
3.4 Haar Cascades with OpenCV
3.5 Enhancing Face Detection
4 Result and Analysis
4.1 Strength and Weakness of the System
5 Conclusion and Future Work
References
Mobile Cloud Cloudlet Online Gaming Transmission System (MCCGT)
Abstract
1 Introduction
1.1 Mobile Gaming
1.2 Research Objective
1.3 Research Question
2 Literature Review
2.1 Mobile Cloud Computing
2.2 Mobile Cloud Computing Architecture
2.3 Mobile Cloud Gaming (MCG)
2.4 Cloudlets
3 Methodology
3.1 Overview Architecture of the Proposed Mobile Cloud Cloudlet Gaming System (MCCG)
3.2 Game Video Transmission in Ad Hoc Mobile Network
4 Simulation and Performance Analysis
4.1 Simulation Metrics
4.2 Experiments and Results
4.2.1 Response Delay Vs Number of Nodes for 30Mbps
5 Conclusion
References
Electrical Relay-Pulse Regulator of Heat-Exchanging Equipment for Energy Obtaining of Water-Ice Phase Transition
Abstract
1 Introduction
2 Principal Structure of the Modernized Relay-Pulse Regulator
3 Experiment
4 Solutions and Recommendations
5 Conclusion
Conflict of interest
References
Prediction of Maximum Efficiency of Vertical Helical Coil Membrane Using Group Method of Data Handling (GMDH) Algorithm
Abstract
1 Introduction
2 Experiment
3 GMDH Methodology
3.1 GMDH Multilayered Neural Network
3.2 GMDH as an Optimization Technique
4 Model Evaluation Technique
4.1 Slope and Y-intercept
4.2 PBIAS
4.3 RSR
4.4 NSE
5 Results and Discussions
5.1 Experimental Study
5.2 GMDH Algorithm
5.3 Evaluation of Developed Model
5.4 Optimization
6 Conclusions
References
Processing Plants for Post-harvest Disinfection of Grain
Abstract
References
Route Optimization for Residential Solid Waste Collection: Mmabatho Case Study
Abstract
1 Introduction
2 Mmabatho Municipal Residential Refuse Collection Strategy
3 Literature Review
4 Methodology
5 Linear Programming Formulation
6 The Objective Function
7 Constraints
8 Pre-processing
9 Reduced LBIP Problem
10 Cuts
11 Solving the Problem with LINGO 16.0
12 Results
13 Discussion
14 Recent Developments in LBIP
15 Converting to Convex Quadratic Form
16 Positive Definiteness
References
Application of Advanced Data Analytics in the Audit Process
Abstract
1 Introduction
2 Traditional Audit Process
3 Audit Process Powered by Advanced Analytics
3.1 Audit Duration Improvement
3.2 Loan Review Improvement
3.3 Audit Process Reinvented Using Advanced Analytics: Research Results
3.4 Overall Impact of Technology on Audit Process
4 Conclusion
References
Bioethanol and Biodiesel Supply Chain Analysis in Mexico: Case Studies Regarding Biodiesel and Castor Oil Plants
Abstract
1 Introduction
2 Castor Oil
2.1 As a Source for Biodiesel
2.2 Castor Oil Production in Mexico
3 Biodiesel Production Modeling
3.1 Parameter Variation
4 Conclusions
References
One Dimensional Floodplain Modelling Using Soft Computational Techniques in HEC-RAS - A Case Study on Purna Basin, Navsari District
Abstract
1 Introduction
1.1 Importance of Soft Computing Techniques in Floodplain Management
2 Research Study Area
3 Data Collection
4 Methodology
4.1 Processing Data in RAS-Mapper
4.2 HEC-RAS Model Execution
5 Results and Discussion
5.1 Benefits and Drawback of HEC-RAS
6 Conclusion
References
Dynamic Secure Power Management System in Mobile Wireless Sensor Network
Abstract
1 Introduction
2 Literature Review
3 Efficient Secure Management Technique
3.1 To Improve Security Management
4 Conclusion
References
A Novel Approach to Overcome Dictionary and Plaintext Attack in SMS Encryption and Decryption Using Vignere Cipher
Abstract
1 Introduction
2 Existing Approach
3 Proposed Novel Approach to Overcome Dictionary and Plaintext
4 Experimental Result
5 Result Analysis
6 Conclusion
References
Study of Socio-Linguistics Online Review System Using Sentiment Scoring Method
Abstract
1 Introduction
1.1 Opinion Mining
1.2 Types of Reviews and Formats
1.3 Classification of Reviews
1.4 Clustering of Reviews
1.5 Works on Sentiment Scoring
2 Experimental Process in Sentimental Reviews
2.1 Proposal Process
3 Conclusion
References
Automatic Detection of Suspicious Bangla Text Using Logistic Regression
1 Introduction
2 Related Work
3 Proposed Suspicious Text Detector
3.1 Training Set Preparation
3.2 Feature Extraction
3.3 Classification
3.4 Testing Phase
4 Dataset Preparation
5 Evaluation Measures
6 Experimental Results
7 Conclusion
References
An Efficient Lion Optimization Based Cluster Formation and Energy Management in WSN Based IoT
Abstract
1 Introduction
2 Related Works
3 Energy Efficient K-Centroid Lion Optimization Based Routing Protocol (KEE-LOP)
3.1 System Model
3.2 Sensor Power Consumption Model
3.3 Clustering Scheme
3.3.1 Initialization
3.3.2 CH Selection Phase
3.3.3 Rotate Phase
3.4 Protective Scheme
3.5 Lion Optimization for K-Centre
3.6 Formation of Prides (CH) K-Centre Group
3.6.1 Main Loop
3.6.2 Hunting
3.6.3 Excursion
3.6.4 Mating
3.7 Intra-group Interaction
3.8 Migration
3.9 Energy Consumption
4 Performance Metrics
5 Conclusion
References
New Basic Hessian Approximations for Large-Scale Nonlinear Least-Squares Optimization
1 Introduction
2 The L-BFGS Method
3 Some Basic Hessian Approximations
3.1 Using Diagonal GN Hessian
3.2 Updating Diagonal GN Hessian
3.3 Updating GN Hessian Diagonalization
4 Convergence Property
5 Numerical Results and Discussion
6 Conclusions
References
Remote Sensing Drones for Advanced Urban Regeneration Strategies. The Case of San José de Chamanga in Ecuador
Abstract
1 Introduction
2 Methodology
3 The Case Study as a Potential Pioneer Study for Remote Areas
4 Experience of the Mapping Model: Drone Deployment and View Planning
5 Conclusions
Acknowledgments
Development of a System for Traffic Data Analysis and Recommendation
Abstract
1 Introduction
2 Related Work
3 System Architecture and Design
3.1 Data Collection Module
3.2 Traffic Monitoring Section
3.3 Analysis Module
4 Implementation and Experiments
4.1 Experimental Setup
4.2 Implementation
4.3 Experimental Result
4.4 Effectiveness of Traffic Analysis
5 Conclusion
References
The Use of Agent-Based Models Boosted by Digital Twins in the Supply Chain: A Literature Review
Abstract
1 Introduction
2 Research Methodology
3 Literature Review
4 Conclusions
References
Digital Twins in Supply Chain Management: A Brief Literature Review
Abstract
1 Introduction
2 Literature Review
3 Review Methodology
4 Material Evaluation
4.1 Material Collection
4.2 Descriptive Analysis
5 Research Issues
5.1 Information Technology Integration
5.2 Integration of Partner Companies
5.3 Digital Security and Information Rights
6 Conclusions
References
Household Expenditure in Health in Mexico, 2016
Abstract
1 Introduction
2 Materials and Methods
3 Results
3.1 Sociodemographic Data
3.2 Catastrophic Expenditure for Health Reasons
3.3 Catastrophic Expenditure According to the Level of Household Income and the Rural or Urban Condition
3.4 Catastrophic Expenditure by State
4 Conclusions
References
Optimal Packing Problems: From Knapsack Problem to Open Dimension Problem
Abstract
1 Introduction
2 Formulation of Optimal Packing Problem (OPP)
2.1 Mathematical Model of KP
2.2 Mathematical Model of ODP
3 Reducing KP to ODP
4 Conclusion
References
Optimization of Power and Economic Indexes of a Farm for the Maintenance of Cattle
Abstract
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusions
References
Author Index

System requirements

Save as PDF Copy link into clipboard

Schweitzer Fachinformationen

Intelligent Computing and Optimization

Description

More details

Other editions

Additional editions

Persons

Content

System requirements