Harmony Search Algorithm (Original)

Applications of Harmony Search

Algorithm Structures of Harmony Search

국문논문기반 하모니 서치 리뷰

Comparison with Other Algorithms

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 + Time Series

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

Job Shop Scheduling

Elevator (Lift) Installation Scheduling

Berth Allocation Problem🆕

Automated Storage and Retrieval System

Multidimensional Knapsack Problem

Weapon-Target Assignment

Multistage Rocket Trajectory

Stock Price Prediction

Investment Portfolio

Venture Capital Portfolio

Human Activity Patterns

Speech Detection in Social Media

Curie-Weiss Model

Language Revitalization

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

Internet of Things

Web Page Clustering

Text Summarization

Speech Tagging

Word Sense Disambiguation

Internet Routing

Wireless Sensor Network🆕

Mobile Network Security

Banking Fraud Detection

Software Cost Estimation

Image Processing

• Image Segmentation

• Image Correspondence

• Visual Tracking

• Circle Detection

• Motion Estimation

• Scalable Video Streaming

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

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

Internet of Energy

Carbon Emission Prediction

Heating Load Prediction

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

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

PWR Core Reloading Pattern

WWER Core Pattern Enhancement

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

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

• 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🆕

Unmanned Surface Vehicle Routing

Restaurant Delivery Problem

Bus Dispatching Strategy

Traffic Light Control (Bogotá, Colombia)

Transport Energy Modeling

Determination of Road Properties

Groundwater Pollution

River Quality Control for Fish Migration

Ecological Conservation

Subway Ventilation

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)

Alzheimer’s Disease Diagnosis

Parkinson’s Disease Rehabilitation

Diabetes Diagnosis

Sarcopenia Diagnosis

Parameter Estimation for Biological System

Medical Waste Recycling Network Design

Cancer & AIDS

• Cancer Classification

• Brain Tumor Detection

• Breast Cancer Diagnosis

• Colon Cancer Detection

• Skin Melanoma Imaging

• Medical Physics [Dissertation]

• Anti-HIV-1 Peptide Classification

Bioinformatics

• DNA Sequence Constraining

• RNA Structure Prediction 1

• RNA Structure Prediction 2

• Protein Complex Prediction

• Biological Motif

• Disease-Associated SNP Detection