Harmony Search Algorithm (Original)

Applications of Harmony Search

Algorithm Structures of Harmony Search

국문논문기반 하모니 서치 리뷰

Comparison with Other Algorithms

Comparison with Other Algorithms 2🆕

Harmony Search vs Genetic Algorithm

Harmony Search vs Genetic Algorithm 2🆕

Music Substitutes for Math (Leonardo, MIT Press)

Cited in Nature [Exoplanet], [Binary]

Sister Algorithm: Melody Search

Sister Algorithm: Method of Musical Composition

Novel Derivative of Harmony Search

Convergence of Harmony Search

Effect of Identical Harmony

Ensembled Harmony Search

Stochastic Co-Derivative of HS

Continuous Harmony Search

Continuous Harmony Search 2 [Different Opinion]

Exploratory Power of HS

HS with Calculus Gradient

Parameter-Setting-Free (AKA Adaptive) HS

• Structural Design

• Water Network Design

• Flood Model Calibration

• Wastewater Treatment Planning

• Economic Load Dispatch

Distributed Harmony Search

Multi-Modal Harmony Search

Multi-Objective Harmony Search (Pareto Set)

Multi-Objective Harmony Search (Present Worth)

Large-Size Problem 1 (454 Discrete Variables)

Large-Size Problem 2 (441 Binary Variables)

Review: HS to Fuzzy

HS + GA

HS + SA

HS + TS

HS + TS + Fuzzy

HS + PSO [Different Opinion]

HS + PSO + Ant

HS + TLBO

HS + Quantum

HS + Chaos

HS + ANN

HS + DNN🆕

HS+RNN🆕

HS + Time Series

HS + ARIMA🆕

HS + SVM

HS + Reliability

HS + SQP

HS + Taguchi [Video Presentation]

HS + Solver (Ayvaz Version)

Project Scheduling

Timetabling

Travelling Salesman Problem

Tour Planning

Flow Shop Scheduling

Flow Shop Scheduling 2🆕

Job Shop Scheduling

Elevator (Lift) Installation Scheduling

Automated Storage and Retrieval System

Multidimensional Knapsack Problem

Coal Mine Safety🆕

Weapon-Target Assignment

Multistage Rocket Trajectory

Stock Price Prediction

Investment Portfolio

Venture Capital Portfolio

Index Tracking Problem🆕

Corporate Credit Rating Prediction🆕

Curie-Weiss Model

Human Activity Patterns

Speech Detection in Social Media

Language Revitalization

Low-Resource Language (Nahuatl) Transformer🆕

Law Enforcement

Music Composition [MIDI Files]

Music Composition 2

Algorithmic Composition for DJ Mix Pad

Chinese Opera Genre Classification

Theatre Acoustics Design

Picasso's Drawings

Color Picking

Sudoku Puzzle [Excel Code]

Nonogram (in Korean) [Excel Code]

Magic Square

Tetris Game

Cloud Gaming

Review: HS for Clustering

Digital Twin (VR)

Lane Detection in Self-Driving Car [Real-Time Video]

Comparison Study for Max-Cut Problem

Graph Coloring Problem🆕

Internet of Things

Web Page Clustering

Text Summarization

Ontology Mapping🆕

Speech Tagging

Word Sense Disambiguation

Internet Routing

Wireless Sensor Network🆕

Wireless Sensor Network 2🆕

Mobile Network Security

Banking Fraud Detection

Software Cost Estimation

Software Development Effort Estimation🆕

Image Processing

• Image Segmentation

• Image Correspondence

• Visual Tracking

• Circle Detection

• Motion Estimation

• Scalable Video Streaming

• Copy-Move Forgery Detection🆕

Robotics

• Robotics (Biped)

• Robotics (Lower Limb)

• Robotics (Upper Limb)🆕

• Robotics (Manipulator)

• Robotics (Quad Wheels)

Cloud Computing

• Architecture in Cloud Computing

• Resource Scheduling in Cloud Computing

• Parallel Algorithm using Cloud Computing

Book: Electric Power System

Maximum Power Point Tracking

Enhancement of Automatic Voltage Regulator🆕

Environmental Impact Inclusive Cost🆕

Photo-Electronic Detection

Multi-Level Inverter Optimization

Cell Phone Network

Revenue Maximization of mmWave Cell-Free Network🆕

Bit Allocation in Cell-Free Massive MIMO🆕

Wireless Sensor Network

Spectrum Allocation in Cognitive Radio Networks

HS Review on Energy Systems

Energy Management System

Energy Management System in Apartment🆕

Smart Home Intrusion Detection🆕

Internet of Energy

Power Wireless Sensor Networks🆕

Carbon Emission Prediction

Heating Load Prediction

Packed Bed Latent Heat Storage🆕

Energy-Saving Glass Design

Scheduling of Energy Storage System (ESS)

Wind-based Power System

Blade Angle Control for Wind Generation

Hydropower Generation

Centrifugal Pump Design

Wave Energy Harvesting🆕

Heat Exchanger Design

Combined Heat and Power Economic Dispatch

Parameter Identification of PEM Fuel Cell Model

Voltage Degradation of Fuel Cell Bus

PV-Biogas Energy System

PV-Diesel Energy System Sizing🆕

PWR Core Reloading Pattern

WWER Core Pattern Enhancement

Uranium Enrichment Cascades🆕

Cell Formation in Oil & Gas Megaprojects

Construction Management

• Construction Site Layout

• Project Scheduling

Structural Engineering

• Structural Optimization and HS Algorithm

• Structural Design: Continuous Variable

• Structural Design: Discrete Variable

• Structural Design: Bridge Design

• Structural Design: Steel Cable-Stayed Bridge🆕

• FRP Rebar-Reinforced Concrete

Geotechnical Engineering

• Soil Stability Analysis

• Earthquake Motion

• Risk Assessment of Tunnel

• Anomalous Zone Prediction in Tunnel

Water Engineering

• Water Network Design

• Water Network Analysis

• Water Network Calibration

• Water Network Blockage

• Water Resources Allocation

• Dam Scheduling

• Operation of Urban Drainage System🆕

• Parameter Calibration: Flood Model

• Parameter Calibration: Urban Drainage

• Parameter Calibration: Stormwater Management

• Groundwater Management

• Groundwater-Level Forecasting

Vehicle Routing

Vehicle Routing with Time Windows🆕

Vehicle Routing for Medical Waste Collection🆕

Traffic Light Control (Bogotá, Colombia)

Generative AI and Vehicular Networks🆕

Unmanned Surface Vehicle Routing🆕

Restaurant Delivery Problem

Order Picking Problem🆕

Bus Dispatching Strategy

Aircraft Conflict-Free Routing🆕

Berth Location & Pathway🆕

Berth Allocation Problem🆕

Transport Energy Modeling

Determination of Road Properties

Groundwater Pollution

River Quality Control for Fish Migration

Ecological Conservation

Forest Monitoring🆕

Subway Ventilation

Crop Disease Identifcation🆕

Offshore Structure Mooring

Offshore Structure Fueling

Parameter Calibration: Face-Milling

Steel Making

Liquid–Liquid Phase Equilibrium Modeling

Forecasting Influenza Season

COVID-19 Detection from CT Scan

Privacy and Copyright Protection of Medical Images🆕

Hearing Aids

Noise Sound Level

Magnetic Resonance Imaging (MRI)

Bone Age Estimation🆕

Alzheimer’s Disease Diagnosis

Parkinson’s Disease Rehabilitation

Detection of Alcoholic EEG🆕

Detection of Abnormal ECG Pattern🆕

Diabetes Prediction🆕

Diabetes Diagnosis

Sarcopenia Diagnosis

Lung Nodule Detection🆕

Parameter Estimation for Biological System

Medical Waste Recycling Network Design

Security in Telecardiology🆕

Cancer & AIDS

• Cancer Classification

• Brain Tumor Detection

• Brain Tumor Detection 2🆕

• Breast Cancer Prediction🆕

• Breast Cancer Diagnosis

• Colon Cancer Detection

• Ovarian Cancer Detection🆕

• Skin Melanoma Imaging

• Medical Physics [Dissertation]

• Anti-HIV-1 Peptide Classification

Bioinformatics

• DNA Sequence Constraining

• RNA Multiple Sequence Alignment🆕

• RNA Structure Prediction 1

• RNA Structure Prediction 2

• Protein Complex Prediction

• Biological Motif

• Disease-Associated SNP Detection