
Intelligent Computing and Optimization
Description
Alles über E-Books | Antworten auf Fragen rund um E-Books, Kopierschutz und Dateiformate finden Sie in unserem Info- & Hilfebereich.
More details
Other editions
Additional editions

Persons
Content
- Intro
- Preface
- Contents
- About the Editors
- I Fuzzy Logic, ANN, Green Cloud Computing, and Smart Algorithms
- Time Series Analysis in COVID-19 Daily Reported Cases in South Africa: A Box-Jenkins Methodology
- 1 Introduction
- 1.1 Background to Study
- 1.2 Literature Review
- 2 Research Methodology
- 3 Data Analysis
- 3.1 Initial Stages of the Analysis
- 3.2 Diagnostic Checking
- 3.3 Forecasting with ARIMA Model
- 3.4 Hypothesis Testing Results
- 4 Conclusions, Recommendations & Limitations
- 4.1 Conclusion
- 4.2 Recommendations
- 4.3 Limitation
- References
- A Model of Continuous Investing in Information Security with Multifactory Accounting in a Fuzzy Statement
- 1 Introduction
- 2 Literature Review and Problem Formulation
- 3 Goal
- 4 A Model for Choosing a Strategy for Mutual Continuous Investment in the Field of Information Security, Taking Into Account the Multifactorial Nature of the Problem in a Fuzzy Formulation
- 5 Computational Experiment to Find Rational Investor Strategies
- 6 Discussion of the Results of a Computational Experiment
- 7 Conclusion
- References
- Modelling and Forecasting Foreign Direct Investment: A Comparative Application of Machine Learning Based Evolutionary Algorithms Hybrid Models
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 4 Empirical Results
- 4.1 Preliminary Data Analysis Results
- 5 Conclusion and Recommendations
- References
- Simulation for Analyzing Effect of Silver Meal Lot Sizing Rules in Bullwhip Effect
- 1 Introduction
- 2 Problem Description
- 3 Model Dan Result
- 3.1 Model Solution
- 4 Conclusion
- References
- On Discontinuous Systems with Sliding Modes
- 1 Introduction
- 2 Basic Definitions and Notations
- 3 Statement of the Problem
- 4 Reduction to a Variational Problem
- 5 Necessary Minimum Conditions of the Functional I(z, c) in a Particular Case
- 6 Differential Properties of the Functional I(x, z, c) in a More General Case
- 7 Conclusion and Acknowledgments
- References
- Carbon Footprint Optimization for Efficient Effluent Treatment Selection by Using Fuzzy Optimization Modelling
- 1 Introduction
- 2 Methodology
- 2.1 Framework
- 2.2 Multi-objective Mathematical Model
- 3 Results and Discussion
- 4 Conclusion
- References
- Application of Analytical Hierarchy Process (AHP) in Assessing the Risk of COVID-19 Contraction by the Urban Public Through Transport Services
- 1 Introduction and Background
- 2 Related Literature
- 3 Analytical Hierarch Process Methodology
- 3.1 Consistency Index and Consistency Ratio
- 3.2 Data Collection Procedure
- 3.3 Description of Criteria and Data Capturing Procedure
- 4 Analysis
- 4.1 Pairwise Comparisons
- 5 Results and Discussions
- 6 Conclusions
- References
- Green Task Scheduling Algorithm in Green-Cloud
- 1 Introduction
- 2 Related Work
- 3 Research Methodology
- 3.1 Description of the Algorithms
- 3.2 Simulation Environment Setup
- 4 Results and Discussion
- 5 Conclusion
- References
- Estimation of Optimum Design of a 3-Bar Truss System with Decision Tree Algorithm
- 1 Introduction
- 2 Methodology
- 2.1 Optimal Design of Truss Systems and Prediction with Artificial Intelligence
- 3 The Numerical Example
- 4 Discussion and Conclusions
- References
- A Soft Computational Technique to Construct a Study Program Recommendation System Based on SDS RIASEC Test
- 1 Introduction
- 2 RIASEC
- 2.1 RIASEC and Program of Study
- 3 Proposed Method of Soft Computational Technique
- 4 Illustrative Example
- 5 Flowchart of System Recommendation
- 6 Conclusion
- References
- Semiconductor Manufacturing Final Test Yield Prediction Using Regression with Genetic Algorithm-Based Feature Selection
- 1 Introduction
- 2 Review of Related Literature
- 3 Methodology
- 3.1 Data Wrangling and Exploratory Data Analysis
- 3.2 Feature Selection
- 3.3 Model Optimization and Evaluation
- 4 Results
- 4.1 Data Wrangling and Exploratory Data Analysis
- 4.2 Feature Selection
- 4.3 Model Optimization and Evaluation
- 5 Conclusions
- References
- Modeling and Forecasting Bank Stock Prices: GARCH and ARIMA Approaches
- 1 Introduction
- 2 Literature Review
- 3 Research Methodology
- 3.1 Research Methodology as a Flow Chart
- 3.2 Data Source
- 3.3 ARCH (q) Model
- 3.4 GARCH (p, q) Model
- 3.5 ARIMA Process
- 3.6 Forecasting Using the GARCH (p,q) Process
- 3.7 Model Selection
- 4 Data Analysis
- 4.1 Time Series Plot
- 4.2 Model Selection
- 4.3 Best Model GARCH(1,1)-ARMA(2,2)
- 4.4 Model Diagnostics
- 4.5 Forecast GARCH (1,1)-ARMA(2,2)
- 5 Conclusions
- References
- Cebuano-English Code-Switching Speech Detection Using Support Vector Machine
- 1 Introduction
- 2 Related Work
- 2.1 Cebuano-English Code-Switching
- 2.2 Automatic Speech Recognition (ASR)
- 2.3 Problems and Approaches of Code-Switching Detection
- 3 Experimental Setup
- 3.1 Corpus
- 3.2 Feature Extraction
- 3.3 Acoustic Model
- 3.4 Language Model
- 3.5 Gaussian Mixture Model
- 3.6 Support Vector Machine
- 3.7 Language Classification
- 3.8 Model Setup
- 4 Results
- 4.1 Corpus Information
- 4.2 Validation Method
- 4.3 Results
- 5 Conclusion and Future Works
- 5.1 Conclusion
- 5.2 Future Works
- References
- Impact of Employability Skills on Employee Performance of Business Graduates in Nepal: Structural Equation Modeling Approach
- 1 Introduction
- 2 Literature Review
- 3 Instruments and Methods
- 4 Analysis of Results and Discussion
- 4.1 Demographic Analysis
- 4.2 Reliability and Validity
- 4.3 Confirmatory Factor Analysis (CFA)
- 4.4 Structural Model or Path Analysis
- 4.5 Discussion
- 5 Conclusion
- Appendix
- References
- Modelling and Forecasting South African Airline Passengers Using ARIMA
- 1 Some Similar Studies Done
- 2 Research Methodology
- 2.1 Data
- 2.2 ARIMA Model
- 3 Data Analysis
- 3.1 Stationarity
- 3.2 Model Estimation
- 3.3 Diagnostic Checking
- 3.4 Forecasting
- 4 Conclusion and Recommendations
- 4.1 Conclusions
- 4.2 Recommendations
- References
- The Sensibility of Jaya Algorithm on Tuned Mass Damper Optimization
- 1 Introduction
- 2 Structure Control Systems
- 3 Metaheuristic Algorithm
- 3.1 Jaya Algorithm
- 4 Numerical Example
- 5 Conclusion
- References
- Archimedes Optimization Algorithm on a Structural Optimization Problem
- 1 Introduction
- 2 Methodology
- 2.1 Optimum Design of Cantilever Beam via Teaching-Learning-Based Optimization Algorithm
- 2.2 Optimum Design of Cantilever Beam via Flower Pollination Algorithm
- 2.3 Optimum Design of Cantilever Beam via Archimedes Optimization Algorithm
- 3 The Numerical Example
- 4 Results
- 5 Conclusions
- References
- A Hybrid Approach for Improving Task Scheduling Algorithm in the Cloud
- 1 Introduction
- 2 Literature Review
- 3 Scheduling Algorithms
- 3.1 Particle Swarm Optimization (PSO)
- 3.2 Ant Colony Optimization
- 4 Proposed PSAC Algorithm
- 5 Experimental Setup
- 6 Result Analysis
- 7 Conclusion
- References
- Design Optimization of Tuned Liquid Dampers with Hybrid Algorithms
- 1 Introduction
- 2 Methodology
- 2.1 TLD Parameters and Equations of Motion
- 2.2 Optimization with Hybrid Metaheuristics Algorithms
- 3 The Numerical Example
- 4 Discussion and Conclusions
- References
- A Survey on Optimization of Multi-criteria RBFN
- 1 Introduction
- 1.1 Sources of Literature Review
- 2 Radial Basis Function Neural Networks (RBFNNs)
- 2.1 Structure of RBFNs
- 3 Optimization of Multi-Criterions RBF Networks
- 4 Applications of RBF Neural Networks
- 5 Conclusion
- References
- Load Balancing in Cloud Environment Using Different Optimization Algorithms and Open-Source Platforms: A Deep Picture
- 1 Introduction
- 2 Cloud Computing
- 3 Virtualization
- 4 Load Balancing
- 5 Optimization
- 5.1 Honeybee Optimization [14]
- 5.2 Particle Swarm Optimization [3, 4, 7, 9, 11, 12, 15-17]
- 5.3 Ant Colony Optimization [6, 8, 14, 15, 17, 18]
- 5.4 Genetic Algorithm [10, 15, 17, 19]
- 5.5 Osmos Optimization [3, 14]
- 5.6 Bee Colony Optimization [3]
- 6 Literature Survey
- 7 Conclusion
- References
- In-Depth Analysis on the Realm of Cloud Computing
- 1 Introduction
- 2 Trends
- 2.1 Global Domain
- 2.2 Local Domain
- 3 Applications
- 3.1 Online Data Storage
- 3.2 Backup and Recovery
- 3.3 Big Data Analysis
- 3.4 Testing and Development
- 3.5 Application in Antivirus
- 3.6 Application in E-commerce
- 3.7 Education on Cloud
- 4 Cloud Computing Adoption Factors
- 4.1 Technological Factors
- 4.2 Organizational Factors
- 4.3 Environmental Factors
- 5 Cloud Computing Impacts
- 5.1 Agriculture
- 5.2 Economy
- 5.3 Industry
- 5.4 Labor
- 5.5 Society
- 6 Policy Recommendations
- 7 Conclusion
- References
- Revolutionizing the Creative Process: Exploring the Benefits and Challenges of AI-Driven Art
- 1 Introduction
- 2 Research Methodology
- 2.1 Literature Review
- 2.2 Interviews with Professionals
- 2.3 Case Study
- 3 Results and Discussion
- 3.1 Expansion of Human Creativity
- 3.2 Ethical and Practical Considerations
- 3.3 Professional Presentation
- 4 Conclusion
- References
- Vehicle License Plates Recognition Using Object Detection and Classification Algorithms
- 1 Introduction
- 2 Related Works
- 3 Proposed System
- 3.1 Images Labeling
- 3.2 Data Augmentation
- 3.3 Training Model
- 4 Evaluation
- 4.1 Dataset
- 4.2 Evaluation
- 5 Conclusion and Future Works
- References
- The Impact of HIV/AIDS in the Workplace and Its Effects on an Organization's Productivity: A Case of the Aluminium Industry in South Africa
- 1 Introduction
- 2 Literature Review
- 3 Research Methodology
- 3.1 Questionnaire
- 3.2 Pretesting Questionnaire
- 3.3 Reliability of the Research Instrument
- 3.4 Semi-structured Interviews
- 3.5 Pretesting Interview Questions
- 3.6 Sample Size and Distribution of the Questionnaire
- 3.7 Limitations
- 4 Data Analysis
- 4.1 Age of Respondent
- 4.2 Gender of Respondents
- 4.3 Educational Level of Respondents
- 4.4 Occupation/Job Status
- 4.5 Years of Employment
- 4.6 Spread of HIV/AIDS
- 4.7 Sharing Utensils with HIV-Infected Employees
- 4.8 Open HIV/AIDS Discussions
- 4.9 Wellness Clinics
- 4.10 HIV Testing As Part of the Wellness Clinic Function
- 4.11 Company Assistance to Workers Who Have Tested Positive
- 4.12 Caring for HIV/AIDS Affected People
- 4.13 Efficient Implementation of Programs
- 4.14 Respondent Reasons for Efficient/Inefficient Implementation of Programs
- 4.15 Frequency of Colleagues' Sick Leave
- 4.16 Fear of HIV/AIDS
- 5 Discussion of Results
- 6 Recommendations and Conclusions
- 6.1 Recommendations
- 6.2 Conclusions
- 6.3 Further Research
- References
- Inhibition Performance of Generic Compounds as Corrosion Inhibitor in Combined Chloride and Carbonation Environment
- 1 Introduction
- 2 Research Significance
- 3 Experimental Program
- 3.1 Materials
- 3.2 Testing
- 4 Results
- 5 Discussion
- 6 Conclusion
- References
- Multi-criteria Decision-Making in Education-A Framework of Using Fuzzy Analytic Hierarchy Process for Study Program Selection
- 1 Introduction
- 1.1 Background of the Problem
- 1.2 Problem Definition
- 2 Literature Review
- 3 The Fuzzy AHP Methodology
- 4 Application and Interpretation of Results
- 5 Conclusion and Future Works
- References
- The Cost Optimization of Reinforced Concrete Retaining Wall with Different Algorithms
- 1 Introduction
- 2 Methodology
- 2.1 The Design of Retaining Wall
- 2.2 The Used Algorithms with the Optimization Process
- 3 Numerical Example
- 4 Conclusion
- References
- Energy Efficient Distributed Cloud Load Balancing Using Virtual Machines
- 1 Introduction
- 2 Related Work
- 3 Load Balancing
- 3.1 Types of Load Balancing
- 3.2 Load Balancing Techniques
- 4 Method
- 5 System Architecture
- 6 Simulation and Result Analysis
- 7 Conclusion and Future Works
- References
- Green Cloud Computing: A Sustainable Energy-Efficiency Approach for Business Rapidity and the Environment
- 1 Introduction
- 2 Literature Review
- 3 Cloud Computing
- 3.1 Deployment Models in Cloud
- 3.2 Service Models in Cloud and Their Benefits
- 3.3 Cloud Computing Platforms
- 3.4 Need for Green Cloud Datacenter
- 4 Methodology
- 4.1 Methodology of Data Collection
- 4.2 Methodology of Data Analysis
- 4.3 Techniques to Turn Cloud into Green Cloud
- 5 Green Cloud Architecture
- 5.1 Green Data Center
- 5.2 Study of Green Cloud Computing's Energy Conservation
- 6 Experimental Setup and Simulation Report
- 7 E-Waste Management in Green Cloud Computing
- 8 Expected Results
- 9 Challenges
- 10 Conclusion
- References
- Prediction of Power Consumption and Indoor Ambient Conditions by Artificial Neural Network and Long Short-Term Memory
- 1 Introduction
- 2 Methodology
- 2.1 Data Preparation
- 2.2 Prediction of Power Consumption by Artificial Neural Network
- 2.3 Prediction of Indoor Ambient by Long Short-Term Memory
- 2.4 Time-Series Data Analytics Model
- 3 Implementation Results
- 3.1 Accuracy of Prediction
- 3.2 Prediction Results
- 4 Conclusion
- References
- A Machine Learning-Based Approach for Sentiment Analysis of Movie Reviews on a Bangladeshi OTT Platform
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 4 Data Collection
- 5 Dataset Description
- 6 Data Preprocessing
- 7 Random Forest
- 8 Multinomial Naïve Bayes
- 9 K-Neighbors
- 10 Linear Support Vector Machine
- 11 Performance Measuring
- 12 Result and Discussion
- 13 Conclusion
- References
- Pareto Optimization of Laminated Composite Plates with Non-dominated Sorting Whale Optimization Algorithm (NSWOA) Ensemble
- 1 Introduction
- 2 NSWOA
- 3 NSWOA Ensemble
- 4 Problem Description
- 5 Results and Discussion
- 6 Conclusion
- References
- A Survey on Smart Intelligent Computing and Its Applications
- 1 Introduction
- 2 Organization of Paper
- 3 Motivation of Research
- 4 Literature Review
- 5 Gap Analysis
- 6 Comparative Analysis
- 7 Findings and Suggestions
- 8 Advantages and Limitations of Research
- 9 Conclusion and Future Scope
- References
- II Business, Economics, Finance, Management, Social and Smart Technology
- Personalization of Music Streaming Services Using K-means-A Business User-Oriented Model for Spotify Soundtracks Clustering
- 1 Introduction
- 2 Review of Relevant Literature
- 3 Dataset and Methodology
- 3.1 Dataset
- 3.2 Methodology
- 4 Clustering Process and Results
- 5 Conclusion and Outlook
- References
- A Comprehensive Review on Family Budget Management
- 1 Introduction
- 2 Methodology
- 2.1 Phase 1 - Planning
- 2.2 Phase 2 - Conducting
- 2.3 Phase 3 - Reporting
- 3 Paper Collection
- 3.1 Identification of Studies
- 3.2 Study Selection
- 3.3 Primary Selection
- 3.4 Final Selection
- 3.5 Publication Distribution
- 4 Analysis Review
- 5 Discussion
- 6 Conclusion
- References
- Analysis of Tweets for Tourism Trends: A Case Study of Kathmandu, Nepal
- 1 Introduction
- 2 Literature Review
- 3 Research Framework
- 3.1 Data Collection
- 3.2 Data Preprocessing
- 4 Data Analysis and Findings
- 4.1 Inferential Statistical Analysis
- 4.2 Time Series Analysis
- 4.3 Information Cluster and Sentiment Analysis
- 4.4 Geo Spatial Analysis
- 5 Conclusion
- References
- Ergonomics Design: A Smart Concept of Indian Kitchen
- 1 Introduction
- 2 Related Work
- 3 Conclusion
- References
- Tangible Factors Affecting Tourist Satisfaction and Revisit Intention in Gandaki Province, Nepal
- 1 Introduction
- 2 Literature Review
- 3 Research Methodology
- 4 Data Analysis and Results
- 4.1 Socio-demographic Characteristics
- 4.2 Opinion Towards Tourist Satisfaction and Revisit Intention
- 4.3 Exploratory Factor Analysis
- 4.4 Confirmatory Factor Analysis (CFA)
- 4.5 Reliability and Validity Analysis
- 5 Conclusion
- References
- Determining the Optimal Formulation of Cyanoacrylate Nanocomposition to Ensure Strain-Free Fixation of Workpieces on CNC Mills
- 1 Introduction
- 2 Materials and Methods
- 3 Results
- 4 Discussion
- 5 Conclusion
- References
- Ergonomic Analysis on Kitchen Using Asian Manikin
- 1 Introduction
- 2 Literature Review
- 3 Objectives
- 4 Methodology
- 5 Conclusion
- References
- Author Index
System requirements
File format: PDF
Copy protection: Watermark-DRM (Digital Rights Management)
System requirements:
- Computer (Windows; MacOS X; Linux): Use the free software Adobe Reader, Adobe Digital Editions, or any other PDF viewer of your choice (see eBook Help).
- Tablet/Smartphone (Android; iOS): Install the free app Adobe Digital Editions or another reading app for eBooks, e.g., PocketBook (see eBook Help).
- E-reader: Bookeen, Kobo, Pocketbook, Sony, Tolino and many more (only limited: Kindle).
The file format PDF always displays a book page identically on any hardware. This makes PDF suitable for complex layouts such as those used in textbooks and reference books (images, tables, columns, footnotes). Unfortunately, on the small screens of e-readers or smartphones, PDFs are rather annoying, requiring too much scrolling.
This eBook uses Watermark-DRM, a „soft” copy protection. This means that there are no technical restrictions to prevent illegal distribution. However, there is a personalised watermark embedded in the eBook that can be used to identify the purchaser of the eBook in the event of misuse and to provide evidence for legal purposes.
For more information, see our eBook Help page.