Intelligent Computing and Optimization: Proceedings of the 6th International Conference on Intelligent Computing and Optimization 2023 (ICO2023), Volume 2 (Lecture Notes in Networks and Systems, 852)

Preface
Contents
About the Editors
I Artificial Intelligence, Metaheuristics, and Optimization
Application of Metaheuristic Algorithms and Their Combinations to Travelling Salesman Problem
	1 Introduction
	2 Related Work
	3 Hybrid Metaheuristics
		3.1 ACO + TS
		3.2 ACO + SA
	4 Experiments and Results
		4.1 Benchmark Instances
		4.2 Local Optimal Solution Criterion
		4.3 Result of Small and Medium Instances
		4.4 Result of Large Instances
		4.5 Time Comparison
		4.6 Fitness Comparison
		4.7 Robustness
	5 Conclusions
	References
Evolutionary Optimization of Entanglement Distillation Using Chialvo Maps
	1 Introduction
	2 Methods
		2.1 Model Formulation: Entanglement Distillation
		2.2 Combined Approach: Chialvo Map & Evolutionary Optimization
	3 Results
	4 Conclusions and Recommendations
	References
Optimization of Seismic Isolator Systems via Teaching-Learning Based Optimization
	1 Introduction
	2 Methodology
		2.1 Seismic Isolator Parameters and Equations of Motion
		2.2 Teaching-Learning-Based Optimization of Seismic Base Isolators
	3 The Numerical Example
	4 Discussion and Conclusions
	References
TOPSIS Based Optimization of Laser Surface Texturing Process Parameters
	1 Introduction
	2 Experiment Details
	3 TOPSIS Based Selection of Optimal Parametric Combination
	4 Results and Discussions
	5 Conclusion
	References
PCBA Solder Vision Inspection Using Machine Vision Algorithm and Optimization Process
	1 Introduction
	2 Automated Optical Inspection
		2.1 System Configuration
		2.2 Camera Hardware Installation
		2.3 Camera Sensor Head Optimization
	3 Methodology
		3.1 Data Collection
		3.2 Image Masking
		3.3 Image Segmentation
		3.4 Image Boundary
		3.5 Image Area Calculation
		3.6 Machine Vision Judgment
		3.7 Image Training & Testing
		3.8 Feature Selection Before Optimization
		3.9 Optimization Process
	4 Result and Discussion
		4.1 Image Diameter Judgment Result
		4.2 Image Training and Testing Result
		4.3 Optimization Result
		4.4 Projected Improved Productivity
	5 Conclusion
	References
AI-Based Air Cooling System in Data Center
	1 Introduction
	2 Literature Review
	3 Materials and Methods
		3.1 Data Collection and Dataset
		3.2 Design and Progress Flowchart
		3.3 Algorithm of Model
	4 Results
		4.1 Figures of Models and Descriptions
		4.2 Formatting of Mathematical Components
	5 Discussion
	6 Conclusion
	References
Reinforced Concrete Beam Optimization via Flower Pollination Algorithm by Changing Switch Probability Parameter
	1 Introduction
	2 Methodology
		2.1 Cost Optimization of RC Beam via Flower Pollination Algorithm
	3 The Numerical Example
	4 Results
	5 Conclusions
	References
Cost Prediction Model Based on Hybridization of Artificial Neural Network with Nature Inspired Simulated Annealing Algorithm
	1 Introduction
	2 Related Work
	3 Overview of Artificial Neural Network and Nature Inspired Simulated Annealing Algorithm
		3.1 Artificial Neural Network (ANN)
		3.2 Simulated Annealing Algorithm
	4 Proposed Cost Estimation Model
	5 Result and Discussion
		5.1 Discussion
	6 Conclusion
	References
Optimum Design of Reinforced Concrete Footings Using Jaya Algorithm
	1 Introduction
	2 Jaya Algorithm
	3 Design of RC Footings
		3.1 Design Constraints
		3.2 Objective Function
		3.3 Optimum Design of RC Footing
	4 Discussion
	5 Conclusion
	References
AI Models for Spot Electricity Price Forecasting—A Review
	1 Introduction
	2 Literature Review
	3 Stylized Facts of Spot Electricity Prices and Role of AI Models
	4 The Way Forward
	References
Comparison of Various Weight Allocation Methods for the Optimization of EDM Process Parameters Using TOPSIS
	1 Introduction
	2 Experimental Details
	3 Methodology
		3.1 Standard Deviation (SDV) Method
		3.2 Entropy Method
		3.3 CRITIC Method
		3.4 SWARA
		3.5 FUCOM
		3.6 TOPSIS
	4 Results & Discussion
		4.1 Correlation Analysis
	5 Conclusion
	References
Assessment of the Outriggers and Their Stiffness in a Tall Building Using Multiple Response Spectrum
	1 Introduction
	2 Research Program
		2.1 Geometry Used
		2.2 Material Used
	3 Modelling and Analytical Investigation
		3.1 Modelling
		3.2 Positioning Outriggers
	4 Result & Discussion
		4.1 Lateral Displacement
		4.2 Inter-story Displacement
	5 Conclusion
	References
The Role of Artificial Intelligence in Art: A Comprehensive Review of a Generative Adversarial Network Portrait Painting
	1 Introduction
	2 Literature Review
		2.1 A History of Artistic Expression Through Technology
		2.2 Types of AI for Generating Art
		2.3 Tools for Creating AI Art
	3 Methodology
	4 Result
		4.1 Edmond De Belamy- AI Created Portrait
		4.2 Method for Generating AI-Created Portrait of Edmond De Belamy
	5 Discussion
	6 Conclusion
	References
Introducing Set-Based Regret for Online Multiobjective Optimization
	1 Introduction
	2 Problem Formulation
	3 Single Objective Perspective
	4 Weighted-Sum Regret
	5 Set-Based Regret
		5.1 Set-Based Regret via Hypervolume
	6 Numerical Results
	7 Future Work
	References
The Concept of Optimizing the Operation of a Multimodel Real-Time Federated Learning System
	1 Introduction
	2 Related Work
	3 Problems
	4 Methods and Algorithms
		4.1 System Control Method and General Algorithm
		4.2 Local Device—Level 1
		4.3 Hub—Control Center—Level 2
		4.4 Aggregation Station—AS—Level 3
	5 Results and Discussions
	6 Conclusion
	References
Ambulance Priority Dispatch Under Multi—Tiered Response by Simulation
	1 Introduction
	2 Literature Review
	3 Model Description
		3.1 A Simulation Model
	4 Computational Result for Dispatching of Priority2 Call
	5 Conclusion
	References
Seeds Classification Using Deep Neural Network: A Review
	1 Introduction
	2 Methodology
		2.1 Phase 1—Planning
		2.2 Phase 2—Conducting
		2.3 Phase 3—Reporting
	3 Paper Collection
		3.1 Primary Selection
		3.2 Final Choice
		3.3 Publication Distribution
	4 Detailed Review of Papers
	5 Discussions
		5.1 Answering the Research Questions
	6 Conclusion
	References
Agrophytocenosis Development Analysis and Computer Monitoring Software Complex Based on Microprocessor Hardware Platforms
	1 Introduction
	2 Materials and Methods
	3 Results and Discussion
	4 Conclusion
	References
Reducing Fish Ball’s Setting Process Time by Considering the Quality of the Product
	1 Introduction
	2 Research Method
	3 Result and Discussion
		3.1 Reduce Setting Time Without Changing the Temperature
		3.2 Reduce Setting Time with Increasing the Temperature
		3.3 Comparison of the Result
		3.4 Conclusion
		3.5 Future Research Works
	References
Optimal Fire Stations for Industrial Plants
	1 Introduction
	2 Literature Review
	3 Material and Methods
		3.1 Data Collection of Industrial Plants in Chachoengsao Province
		3.2 The Maximal Covering Location Problem
	4 Results and Discussion
	5 Conclusion and Future Work
	References
Optimisation of a Sustainable Biogas Production from Oleochemical Industrial Wastewater
	1 Introduction
	2 Methodology
		2.1 Optimisation Process Flow Diagram
		2.2 General Superstructure
		2.3 Mathematical Formulation
		2.4 Economic Performance
	3 Fuzzy Optimisation
	4 Case Study
		4.1 Maximising Biogas Production
		4.2 Maximising Economic Performance
		4.3 Multi-objective Optimisation
	5 Conclusion
	References
Ensemble Approach for Optimizing Variable Rigidity Joints in Robotic Manipulators Using MOALO-MODA
	1 Introduction
	2 Methodology
		2.1 Multi-objective Antlion Optimization (MOALO)
		2.2 Multi-objective Dragonfly Algorithm (MODA)
		2.3 MOALO-MODA Ensemble
	3 Problem Description
	4 Results and Discussion
	5 Conclusions
	References
Future Design: An Analysis of the Impact of AI on Designers’ Workflow and Skill Sets
	1 Introduction
	2 Research Methodology
	3 Future of Design with Artificial Intelligence
		3.1 Innovation in Design Made Possible by AI
		3.2 AI\'s Impact on Designer
		3.3 Potential Benefits and Challenges of AI in Design
	4 AI-Powered Design Tools
		4.1 Currently Available AI-Driven Design Tools
		4.2 Generative Design
		4.3 Computational Design
		4.4 The Effectiveness and Efficiency of AI-Driven Design Tools
	5 Design Expertise for the Long Term
	6 Case Study
		6.1 Automotive Sector and Graphic Design
		6.2 Architectural Industry
	7 Ethical Considerations in AI-Driven Design
	8 AI User Designer Versus Old-School Designer
	9 Conclusion
	References
II Clean Energy, Agro-Farming, and Smart Transportation
Application of Remote Sensing to Assess the Ability to Absorb Carbon Dioxide of Green Areas in Thu Dau Mot City, Binh Duong Province, Vietnam
	1 Introduction
	2 Research Data and Methods
		2.1 Research Data
		2.2 Research Methods
	3 Research Result and Discussion
		3.1 Result of Image Classification
		3.2 Establishing Map and Calculating the Area of Green Spaces in TDMC
		3.3 Calculation Result of the Carbon Storage of Green Areas in TDMC
		3.4 Estimation of the Value of CO2 Absorbed by Green Areas in TDMC
	4 Conclusion
	References
Efficient Cooling System of Cloud Data Center by Reducing Energy Consumption
	1 Introduction
	2 Related Work
	3 Materials and Methods
		3.1 Data Collection Methods
		3.2 Energy Consumption Formulas
		3.3 Modeling Energy Consumption of Idle State
		3.4 Modeling the Energy Consumption of the Cooling System
		3.5 Modeling Power Conditioning Systems Energy Consumption
		3.6 Analysis Tool for Energy Consumption
	4 Results and Discussion
		4.1 Case 1, 2
		4.2 Case 3
		4.3 Case 4
		4.4 Case 5
		4.5 Case 6
	5 Conclusion
	6 Future Work
	References
Reducing Energy Usage and Cost for Environmentally Conscious Cooling Infrastructure
	1 Introduction
	2 Literature Review
	3 Methodology
		3.1 Proposed Design
	4 Results Analysis and Discussion
		4.1 Solar Power Calculation
		4.2 Future Scope
	5 Conclusion
	References
Investigation of the Stimulating Effect of the EHF Range Electromagnetic Field on the Sowing Qualities of Vegetable Seeds
	1 Introduction
	2 Materials and Methods
	3 Results of Investigations of the Dynamics of Germination of Vegetable Crops
	4 Research Results of the Growth Dynamics of Vegetable Crops Senses
	5 Conclusion
	References
Prototype Development of Electric Vehicle Database Platform Using Serverless and Microservice Architecture with Intelligent Data Analytics
	1 Introduction
	2 Platform Architecture
		2.1 Frontend Layer
		2.2 Communication Layer
		2.3 Backend Layer
		2.4 Data Analytics Layer
	3 Implementation Results
		3.1 Communication Between EVs, Chargers, and Platform
		3.2 Backend Performance
		3.3 Data Analytics Results
	4 Conclusion
	References
A Cost-Effective and Energy-Efficient Approach to Workload Distribution in an Integrated Data Center
	1 Introduction
	2 Related Work
	3 Materials and Methods
		3.1 Materials
		3.2 Datasets
		3.3 Data Collection Methods
		3.4 Data Sampling
		3.5 Research Ethics
		3.6 FrameWork
		3.7 Algorithm
		3.8 Experimental Setup
	4 Result Analysis
		4.1 Comparison
	5 Conclusion
	References
Optimization of the Collection and Concentration of Allelopathically Active Plants Root Secretions
	1 Introduction
	2 Materials and Methods
	3 Results
	4 Discussion
	5 Conclusion
	References
Potential Application of Phosphorus-Containing Micronutrient Complexates in Hydroponic System Nutrient Solutions
	1 Introduction
	2 Materials and Methods
	3 Results and Discussion
	4 Conclusion
	References
Impact Analysis of Rooftop Solar Photovoltaic Systems in Academic Buildings
	1 Introduction
	2 Literature Review
	3 Methods and Materials
		3.1 Data Collection
		3.2 Flow Diagram
		3.3 Working Process of Solar Panel
		3.4 Peak Hour for Sun
		3.5 Cost of Solar Setup
	4 Results and Discussion
	5 Conclusion
	References
A Policy Framework for Cost Effective Production of Electricity Using Renewable Energy
	1 Introduction
	2 Related Work
	3 Methodology
	4 Implementation
	5 Mathematical analysis
	6 Result and Discussion
	7 Conclusion
	References
Technology of Forced Ventilation of Livestock Premises Based on Flexible PVC Ducts
	1 Introduction
	2 Materials and Methods
	3 Results and Discussion
	4 Conclusions
	References
Author Index