Mehmet Emin Aydin

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 32

Top Topics

Swarm Optimization

Artificial Bee Colony

Change Management

Reinforcement Learning

Top Venues

Comput. Ind. Eng.

Publications

Esra Gulmez, Halil Ibrahim Koruca, Mehmet Emin Aydin, Kemal Burak Urganci
Heuristic and swarm intelligence algorithms for work-life balance problem. Comput. Ind. Eng. 187 (2024)
Mehmet Emin Aydin, Rafet Durgut, Abdur Rakib
Adaptive operator selection utilising generalised experience. CoRR (2024)
Mehmet Emin Aydin, Rafet Durgut, Abdur Rakib, Hisham Ihshaish
Feature-based search space characterisation for data-driven adaptive operator selection. Evol. Syst. 15 (1) (2024)
Mehmet Emin Aydin, Rafet Durgut, Abdur Rakib
Why Reinforcement Learning? Algorithms 17 (6) (2024)
Khoa Phung, Emmanuel Ogunshile, Mehmet Emin Aydin
Error-Type - A Novel Set of Software Metrics for Software Fault Prediction. IEEE Access 11 (2023)
Rafet Durgut, Mehmet Emin Aydin, Hisham Ihshaish, Abdur Rakib
Analysing the Predictivity of Features to Characterise the Search Space. CoRR (2022)
Rafet Durgut, Mehmet Emin Aydin, Abdur Rakib
Transfer Learning for Operator Selection: A Reinforcement Learning Approach. Algorithms 15 (1) (2022)
Rafet Durgut, Mehmet Emin Aydin, Hisham Ihshaish, Abdur Rakib
Analysing the Predictivity of Features to Characterise the Search Space. ICANN (4) (2022)
Azizkhon Afzalov, Ahmad Lotfi, Benjamin Inden, Mehmet Emin Aydin
A Strategy-Based Algorithm for Moving Targets in an Environment with Multiple Agents. SN Comput. Sci. 3 (6) (2022)
Mehmet Emin Aydin, Rüstem Keles
A multi agent-based approach for energy efficient water resource management. Comput. Ind. Eng. 151 (2021)
Ibrahim Atli, Rafet Durgut, Mehmet Emin Aydin
A Comparative Analysis for Binary Search Operators used in Artificial Bee Colony. SIU (2021)
Rafet Durgut, Mehmet Emin Aydin
Reinforcement Learning-Based Adaptive Operator Selection. OLA (2021)
Rafet Durgut, Mehmet Emin Aydin, Ibrahim Atli
Adaptive operator selection with reinforcement learning. Inf. Sci. 581 (2021)
Özer Uygun, Mehmet Emin Aydin
Digital transformation: Industry 4.0 for future minds and future society. Comput. Ind. Eng. 157 (2021)
Rafet Durgut, Mehmet Emin Aydin
Adaptive binary artificial bee colony algorithm. Appl. Soft Comput. 101 (2021)
Azizkhon Afzalov, Ahmad Lotfi, Benjamin Inden, Mehmet Emin Aydin
Multiple Pursuers TrailMax Algorithm for Dynamic Environments. ICAART (2) (2021)
Azizkhon Afzalov, Jun He, Ahmad Lotfi, Mehmet Emin Aydin
Multi-Agent Path Planning Approach Using Assignment Strategy Variations in Pursuit of Moving Targets. KES-AMSTA (2021)
Muharrem Dügenci, Mehmet Emin Aydin
A honeybees-inspired heuristic algorithm for numerical optimisation. Neural Comput. Appl. 32 (16) (2020)
Rafet Durgut, Yusuf Yargi Baydilli, Mehmet Emin Aydin
Feature Selection with Artificial Bee Colony Algorithms for Classifying Parkinson's Diseases. EANN (2020)
Mehmet Fatih Tüysüz, Mehmet Emin Aydin
QoE-Based Mobility-Aware Collaborative Video Streaming on the Edge of 5G. IEEE Trans. Ind. Informatics 16 (11) (2020)
Issam W. Damaj, Mohammed El-Shafei, Mohammed El-Abd, Mehmet Emin Aydin
An analytical framework for high-speed hardware particle swarm optimization. Microprocess. Microsystems 72 (2020)
Malik Hasnain, Mazhar Hussain Malik, Mehmet Emin Aydin
An adaptive opportunistic routing scheme for reliable data delivery in WSNs. ICFNDS (2018)
Özer Uygun, Ilker Güven, Fuat Simsir, Mehmet Emin Aydin
Selecting Display Products for Furniture Stores Using Fuzzy Multi-criteria Decision Making Techniques. EANN (2018)
Muharrem Dügenci, Mehmet Emin Aydin
Diversifying Search in Bee Algorithms for Numerical Optimisation. ICCCI (2) (2018)
Mehmet Emin Aydin, Ryan Fellows
Building Collaboration in Multi-agent Systems Using Reinforcement Learning. ICCCI (2) (2018)
Kit Yan Chan, Mehmet Emin Aydin, Huseyin Seker, Vasile Palade, Tzung-Pei Hong
Editorial Message: Special Issue on Efficient Fuzzy Systems for Mining Large Scale, Imprecise, Uncertain and Vague Data. Int. J. Fuzzy Syst. 20 (4) (2018)
Muhammad Ishaq, Mazhar Hussain Malik, Mehmet Emin Aydin
Managing Congestion in Vehicular Networks Using Tabu Search. EANN (2018)
Ioan-Sorin Comsa, Sijing Zhang, Mehmet Emin Aydin, Pierre Kuonen, Yao Lu, Ramona Trestian, Gheorghita Ghinea
Towards 5G: A Reinforcement Learning-Based Scheduling Solution for Data Traffic Management. IEEE Trans. Netw. Serv. Manag. 15 (4) (2018)
Mohammad Shahriari, Mehmet Emin Aydin
Lessons Learned from Analysis of Los Frailes Tailing Dam Failure. AHFE (20) (2017)
Mazhar Hussain Malik, Abdul Majeed, Mehmet Emin Aydin, Mubasher Hussain Malik
A Parametric Study for Congestion Control in Queuing Networks. ICFNDS (2017)
Mehmet Emin Aydin, Ryan Fellows
A reinforcement learning algorithm for building collaboration in multi-agent systems. CoRR (2017)
Mohammad Shahriari, Mehmet Emin Aydin
Aviation Accident Analysis: A Case Study. AHFE (20) (2017)
Mustafa Batuhan Ayhan, Mehmet Emin Aydin, Ercan Öztemel
A multi-agent based approach for change management in manufacturing enterprises. J. Intell. Manuf. 26 (5) (2015)
Muharrem Dügenci, Alpay Aydemir, Ismail Esen, Mehmet Emin Aydin
Creep modelling of polypropylenes using artificial neural networks trained with Bee algorithms. Eng. Appl. Artif. Intell. 45 (2015)
Mehmet Emin Aydin, Ghazanfar Ali Safdar, Nauman Aslam
A Novel Learning-Based Spectrum Sensing Technique for Cognitive Radio Networks. AINA Workshops (2013)
Mehmet Emin Aydin, Osman Taylan
Scheduling Cutting Process for Large Paper Rolls CoRR (2013)
Ercan Senyigit, Muharrem Dügenci, Mehmet Emin Aydin, Mithat Zeydan
Heuristic-based neural networks for stochastic dynamic lot sizing problem. Appl. Soft Comput. 13 (3) (2013)
Mehmet Emin Aydin, Raymond Kwan, Joyce Y. Wu
Multiuser scheduling on the LTE downlink with meta-heuristic approaches. Phys. Commun. 9 (2013)
Mehmet Emin Aydin
Coordinating metaheuristic agents with swarm intelligence CoRR (2013)
Mehmet Emin Aydin, Raymond Kwan, Cyril Leung, Carsten Maple, Jie Zhang
A hybrid swarm intelligence algorithm for multiuser scheduling in HSDPA. Appl. Soft Comput. 13 (5) (2013)
Emin Ogur, Mehmet Emin Aydin
Refining scheduling policies with genetic algorithms. GECCO (Companion) (2013)
Mehmet Emin Aydin
Coordinating metaheuristic agents with swarm intelligence. J. Intell. Manuf. 23 (4) (2012)
Mehmet Emin Aydin, Nik Bessis, Eleana Asimakopoulou, Fatos Xhafa, Joyce Y. Wu
Scanning Environments with Swarms of Learning Birds: A Computational Intelligence Approach for Managing Disasters. AINA (2011)
Mehmet Emin Aydin, Raymond Kwan, Joyce Y. Wu, Jie Zhang
Multiuser Scheduling on the LTE Downlink with Simulated Annealing. VTC Spring (2011)
Mehmet Emin Aydin, Joyce Y. Wu, Liang Zhang
Swarms of Metaheuristic Agents: A Model for Collective intelligence. 3PGCIC (2010)
Mehmet Emin Aydin
Collaboration of heterogenous metaheuristic agents. ICDIM (2010)
Kit Yan Chan, C. K. Kwong, Huimin Jiang, Mehmet Emin Aydin, Terence C. Fogarty
A new orthogonal array based crossover, with analysis of gene interactions, for evolutionary algorithms and its application to car door design. Expert Syst. Appl. 37 (5) (2010)
Mehmet Emin Aydin, Raymond Kwan, Cyril Leung, Jie Zhang
Multiuser Scheduling in HSDPA with Particle Swarm Optimization. EvoWorkshops (2009)
Raymond Kwan, Mehmet Emin Aydin, Cyril Leung, Jie Zhang
Multiuser scheduling in high speed downlink packet access. IET Commun. 3 (8) (2009)
Mehmet Emin Aydin, Raymond Kwan, Cyril Leung, Jie Zhang
A Particle Swarm Optimization Algorithm for Multiuser Scheduling in HSDPA. ANTS Conference (2008)
Kit Yan Chan, Terence C. Fogarty, Mehmet Emin Aydin, Sai-Ho Ling, Herbert H. C. Iu
Genetic Algorithms with Dynamic Mutation Rates and their Industrial Applications. Int. J. Comput. Intell. Appl. 7 (2) (2008)
Mehmet Emin Aydin
Metaheuristic Agent Teams for Job Shop Scheduling Problems. HoloMAS (2007)
Mehmet Emin Aydin, Jun Yang, Jie Zhang
A Comparative Investigation on Heuristic Optimization of WCDMA Radio Networks. EvoWorkshops (2007)
Jun Yang, Mehmet Emin Aydin, Jie Zhang, Carsten Maple
UMTS base station location planning: a mathematical model and heuristic optimisation algorithms. IET Commun. 1 (5) (2007)
Jun Yang, Jie Zhang, Mehmet Emin Aydin, Joyce Y. Wu
A Novel Programming Model and Optimisation Algorithms for WCDMA Networks. VTC Spring (2007)
Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
Main Effect Fine-tuning of the Mutation Operator and the Neighbourhood Function for Uncapacitated Facility Location Problems. Soft Comput. 10 (11) (2006)
Mehmet Sevkli, Mehmet Emin Aydin
A Variable Neighbourhood Search Algorithm for Job Shop Scheduling Problems. EvoCOP (2006)
Mehmet Sevkli, Mehmet Emin Aydin
Variable Neighbourhood Search for Job Shop Scheduling Problems. J. Softw. 1 (2) (2006)
Mehmet Emin Aydin, Terence C. Fogarty
A simulated annealing algorithm for multi-agent systems: a job-shop scheduling application. J. Intell. Manuf. 15 (6) (2004)
Mehmet Emin Aydin, Terence C. Fogarty
Teams of autonomous agents for job-shop scheduling problems: An experimental study. J. Intell. Manuf. 15 (4) (2004)
Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
An empirical study on the performance of factorial design based crossover on parametrical problems. IEEE Congress on Evolutionary Computation (2004)
Kit Yan Chan, Mehmet Emin Aydin, Terry C. Fogarty
Parameterisation of mutation in evolutionary algorithms using the estimated main effect of genes. IEEE Congress on Evolutionary Computation (2004)
Mehmet Emin Aydin, Terence C. Fogarty
A Distributed Evolutionary Simulated Annealing Algorithm for Combinatorial Optimisation Problems. J. Heuristics 10 (3) (2004)
Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
A Taguchi method-based crossover operator for the parametrical problems. IEEE Congress on Evolutionary Computation (2003)
Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
New Factorial Design Theoretic Crossover Operator for Parametrical Problem. EuroGP (2003)
Kit Yan Chan, Mehmet Emin Aydin, Terence C. Fogarty
An epistasis measure based on the analysis of variance for the real-coded representation in genetic algorithms. IEEE Congress on Evolutionary Computation (2003)
Mehmet Emin Aydin, Ercan Öztemel
Dynamic job-shop scheduling using reinforcement learning agents. Robotics Auton. Syst. 33 (2-3) (2000)