Enhanced genetic algorithm applied for global optimization

QR Code

Enhanced genetic algorithm applied for global optimization

Conventional genetic algorithm (GA) has several drawbacks such as premature convergence and incapable of fine tuning around potential region. Thus, new enhanced GA that focuses on new search, crossover and elitism strategy is proposed in this study. It involves solution enhancement phase by performi...

Full description

Bibliographic Details
Published in:	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Main Author:	Ahmad F.; Isa N.A.M.; Hussain Z.; Yahaya S.Z.; Boudville R.; Rahman M.F.A.; Saod A.H.M.; Saad Z.
Format:	Conference paper
Language:	English
Published:	Springer Verlag 2015
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84951765269&doi=10.1007%2f978-3-319-26535-3_23&partnerID=40&md5=b2fb4b6d57c35110907742739198c385

Similar Items

Facial Expression Electric Wheelchair Control Instruction Using Image Processing
by: Sobri M.F.A.; Hussain Z.; Yahaya S.Z.; Boudville R.; Aziz N.A.A.
Published: (2022)

AN OPTIMIZED SUPPORT VECTOR MACHINE WITH GENETIC ALGORITHM FOR IMBALANCED DATA CLASSIFICATION
by: Shamsudin H.; Yusof U.K.; Haijie Y.; Isa I.S.
Published: (2023)

Optimization in Chiller Loading Operation Using Genetic Algorithm
by: Bin Azman A.S.; Shaari S.; Othman M.L.; Mazalan L.
Published: (2024)

A robust algorithm for global optimization problems
by: Kerk L.C.; Lau G.C.; Ahmad S.N.; Shamala P.; Mokhtar N.A.; Ang T.K.
Published: (2021)

Applying the Double Diamond Model to Enhance Service Design in Urban Family Kitchens
by: Wang C.; Abidin S.Z.; Toyong N.M.P.
Published: (2024)

Improved locust swarm optimization algorithm applied for building retrofitting based on the green policy of buildings
by: Hai T.; El-Shafay A.S.; Alizadeh A.; Kulshreshtha K.; Almojil S.F.; Ibrahim Almohana A.; Alali A.F.
Published: (2023)

New deterministic initialization method for soft computing global optimization algorithms
by: Hashim N.; Salam Z.; Ismail N.F.N.; Johari D.
Published: (2020)

Binary-Coded Genetic Algorithm Optimization for UHF RFID Tag Antenna Design
by: Alias M.; Subahir S.; Rahman N.H.A.
Published: (2023)

Optimizing Smartphone Recommendation System through Adaptation of Genetic Algorithm and Progressive Web Application
by: Samah K.A.F.A.; Azam N.A.; Hamzah R.; Chew C.S.; Riza L.S.
Published: (2021)

Evaluation of Turbidity Effect on Manganese Detection Based on Spectroscopy Approach
by: Zain N.S.N.M.; Rahman M.F.A.; Robi F.I.M.; Ahmad K.A.; Yahaya S.Z.; Boudville R.
Published: (2024)

Applying four machine learning algorithms for employee future prediction
by: Dawd L.N.; Mostafa S.A.; Nawi R.M.; Mahdin H.; Kasim S.; Alkhayyat A.; Ahmad M.; Zainodin M.E.
Published: (2024)

Mass optimization of four bar linkage using genetic algorithms with dual bending and buckling constraints
by: Hassan M.R.A.; Azid I.A.; Ramasamy M.; Kadesan J.; Seetharamu K.N.; Kwan A.S.K.; Arunasalam P.
Published: (2010)

Enhancing the performance of a Novel multigeneration system with electricity, heating, cooling, and freshwater products using genetic algorithm optimization and analysis of energy, exergy, and entransy phenomena
by: Hai T.; Ashraf Ali M.; Alizadeh A.; Sharma A.; Sayed Mohammed Metwally A.; Ullah M.; Tavasoli M.
Published: (2023)

Enhanced Indoor Path Loss and RSRP of 5G mmWave Communication System with Multi-objective Genetic Algorithm
by: Sudhamani C.; Roslee M.; Chuan L.L.; Waseem A.; Osman A.F.; Jusoh M.H.
Published: (2024)

Analysis of genetic data in for implementation of compression algorithm in Alzheimer's disease database
by: Yassin I.M.; Abidin H.Z.; Baharom R.; Mat Saat E.H.; Zabidi A.
Published: (2010)

Head Gestures Based Movement Control of Electric Wheelchair for People with Tetraplegia
by: Azraai M.A.M.; Yahaya S.Z.; Chong I.A.; Soh Z.H.C.; Hussain Z.; Boudville R.
Published: (2022)

Smart Packing Simulator for 3D Packing Problem Using Genetic Algorithm
by: Khairuddin U.; Razi N.A.Z.M.; Abidin M.S.Z.; Yusof R.
Published: (2020)

Genetic Algorithm-Optimized Adaptive Network Fuzzy Inference System-Based VSG Controller for Sustainable Operation of Distribution System
by: Othman M.H.; Mokhlis H.; Mubin M.; Ab Aziz N.F.; Mohamad H.; Ahmad S.; Mansor N.N.
Published: (2022)

Enhanced Indoor Path Loss and RSRP of 5G mmWave Communication System with Multi-objective Genetic Algorithm
by: Sudhamani, et al.
Published: (2024)

A Review of ECG Biometrics: Generalization in Deep Learning with Attention Mechanisms
by: Saod A.H.M.; Ramli D.A.
Published: (2024)

Novel Genetic Algorithm with Parameter Exchanger (GAPE) for Identification of Flexible Manipulator System
by: Yatim H.M.; Hadi M.S.; Talib M.H.A.; Mat Daras I.Z.
Published: (2022)

Assessment of Global Geopotential Models for Modelling Malaysia Marine Geoid
by: Yahaya N.A.Z.; Din A.H.M.; Omar A.H.; Abdullah N.M.; Yazid N.M.; Pasuya M.F.; Wahab M.I.A.
Published: (2022)

Active Vibration Control of Flexible Manipulator using Genetic Algorithm with Parameter Exchanger
by: Yatim H.M.; Darus I.Z.M.; Talib M.H.A.; Bakar M.H.A.; Hadi M.S.; Wahid M.A.
Published: (2022)

A Conducting polymer with enhanced electronic stability applied in cardiac models
by: Mawad D.; Mansfield C.; Lauto A.; Perbellini F.; Nelson G.W.; Tonkin J.; Bello S.O.; Carrad D.J.; Micolich A.P.; Mahat M.M.; Furman J.; Payne D.J.; Lyon A.R.; Gooding J.J.; Harding S.E.; Terracciano C.M.; Stevens M.M.
Published: (2016)

A combined regional Geopotential Model using optimized global Gravity Field Solutions
by: Nyoka C.J.; Din A.H.M.; Pa'Suya M.F.; Omar A.H.
Published: (2022)

Network intrusion detection system using immune-genetic algorithm (IGA)
by: Suhaimi H.; Suliman S.I.; Musirin I.; Harun A.; Mohamad R.; Kassim M.; Shahbudin S.
Published: (2019)

Using Hybrid Genetic Algorithm for Data Aggregation in Wireless Sensor Networks
by: Sharmin S.; Ahmedy I.; Noor R.M.; Ismail H.
Published: (2024)

Adaptive Sliding Mode Feedback Control Algorithm for a Nonlinear Knee Extension Model
by: Arof S.; Noorsal E.; Yahaya S.Z.; Hussain Z.; Mohd Ali Y.; Abdullah M.H.; Safie M.K.
Published: (2023)

Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
by: Rahman M.F.A.; Din A.H.M.; Hamid A.I.A.; Alihan N.S.A.; Yazid N.M.; Ansar A.M.H.; Pa'Suya M.F.; Yamen S.N.M.; Khalid N.F.; Junid M.A.H.
Published: (2022)

Identifying High Influence Parameters Using Genetic Algorithm (Ga) Chromosomes For Water Consumption
by: Ahmad S.A.; Hani N.N.; Fadzil A.F.A.; Khalid N.E.A.; Adnan R.; Rasmani K.A.; Din W.I.S.W.
Published: (2021)

The application of modified least trimmed squares with genetic algorithms method in face recognition
by: Abdul Rahim N.A.; Md. Ghani N.A.; Mohamed N.; Hashim H.; Musirin I.
Published: (2017)

Genetic algorithm with elitist-tournament for clashes-free slots of lecturer timetabling problem
by: Yusoff M.; Othman A.A.
Published: (2018)

An Autonomous Wheelchair Vision System: Detection of Potholes for Outdoor Maneuvering
by: Mohd Ghazali M.S.; Yahaya S.Z.; Ahmad K.A.; Abd Rahman M.F.; Noorsal E.; Boudville R.
Published: (2024)

Optimizing Stand-Alone Photovoltaic-Battery System Sizing Through Meta-Heuristic Optimization Algorithms
by: Shuhaimi I.Z.; Kamarzaman N.A.; Leh N.A.M.; Ibrahim I.R.
Published: (2024)

Optimizing Photovoltaic Systems with an Incremental Conductance Algorithm
by: Yahaya M.H.H.; Samat A.A.A.; Muhamad S.M.; Azari M.N.A.N.; Idin M.A.M.; Jumidali M.M.
Published: (2024)

IoT Based Domestic Water Piping Leakage Monitoring and Detection System
by: Boudville R.; Hakimi M.H.; Abdul M.Z.B.K.; Ahmad K.A.; Yahaya S.Z.; Husin N.I.
Published: (2023)

Greenhouse Monitoring System for Chili Plant via IoT Cloud on Ubidots Platform
by: Soh Z.H.C.; Pandi M.S.M.; Saod A.H.M.; Ramlan S.A.; Harron N.A.; Abdullah M.H.
Published: (2023)

Evaluation of global digital elevation model for flood risk management in perlis
by: Pa’suya M.F.; Din A.H.M.; Amin Z.M.; Omar K.M.; Omar A.H.; Rusli Ruslik N.
Published: (2019)

Optimum enhance time of use (ETOU) for demand side electricity pricing in regulated market: An implementation using evolutionary algorithm
by: Sulaima M.F.; Dahlan N.Y.; Yasin Z.M.; Asari N.A.M.; Bohari Z.H.
Published: (2017)

Applying energy-exergy, environmental, sustainability, and exergoeconomic metrics and bi-objective optimization for assessment of an innovative tri-generation system
by: Hai T.; Ali M.A.; Alizadeh A.; Chauhan B.S.; Almojil S.F.; Almohana A.I.; Alali A.F.
Published: (2024)