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International Peer-Reviewed Journal Papers

 

  • AYVAZ, M. T. and ELÇI, A., Identification of the Optimum Groundwater Quality Monitoring Network using a Genetic Algorithm Based Optimization Approach, Journal of Hydrology, 2018 (In Press) [Link].

 

  • AYVAZ, M.T.,  Optimal Dewatering of an Excavation Site by using the Linked Simulation - Optimization Approaches, Water Science and Technology: Water Supply, 2018 (DOI: 10.2166/ws.2017.175) [Link].

 

  • AYVAZ, M.T. and GURARSLAN, G.,  A New Partitioning Approach for Nonlinear Muskingum Flood Routing Models with Lateral Flow Contribution, Journal of Hydrology, 2017  (DOI: 10.1016/j.jhydrol.2017.07.050) [Link].

 

    • AYVAZ, M.T. , A Hybrid Simulation - Optimization Approach for solving the Areal Groundwater Pollution Source Identification Problems, Journal of Hydrology, 2016 (DOI: 10.1016/j.jhydrol.2016.04.008) [Link].

     

    • AYVAZ, M.T. and KENTEL, E., Identification of the Best Booster Station Network for a Water Distribution System, Journal of Water Resources Planning and Management - ASCE, 2015 (DOI: 10.1061/(ASCE)WR.1943-5452.0000473) [Link].


    • ELÇI, A. and AYVAZ, M. T., Differential-Evolution Algorithm Based Optimization for the Site Selection of Groundwater Production Wells with the Consideration of the Vulnerability Concept, Journal of Hydrology, 2014 (DOI: 10.1016/j.jhydrol.2014.01.071) [Link].

     

    • AYVAZ, M.T., A Linked Simulation-Optimization Model for Simultaneously Estimating the Manning's Surface Roughness Values and Their Parameter Structures in Shallow Water Flows, Journal of Hydrology, 2013 (DOI: 10.1016/j.jhydrol.2013.07.019) [Link].


    • AYVAZ, M. T. and ELÇI, A., Groundwater Recharge Rate and Zone Structure Estimation using PSOLVER Algorithm, Groundwater, 2013 (DOI: 10.1111/gwat.12077) [Link].

     

    • AYVAZ, M. T. and ELÇI, A., A Groundwater Management Tool for Solving the Pumping Cost Minimization Problem for the Tahtali Watershed (Izmir-Turkey) using Hybrid HS-Solver Optimization Algorithm, Journal of Hydrology, 2013 (DOI: 10.1016/j.jhydrol.2012.11.045) [Link].

     

    • AYVAZ, M. T., A Linked Simulation-Optimization Model for Solving the Unknown Groundwater Pollution Source Identification Problems, Journal of Contaminant Hydrology, 2010 (DOI: 10.1016/j.jconhyd.2010.06.004) [Link].

     

    • KAYHAN, A.H., CEYLAN, H., AYVAZ, M. T. and GURARSLAN, G., PSOLVER: A New Hybrid Particle Swarm Optimization Algorithm for Solving Continuous Optimization Problems, Expert Systems with Applications, 2010 (DOI: 10.1016/j.eswa.2010.03.046) [Link].

     

    • AYVAZ, M. T., KAYHAN, A. H., CEYLAN, H. and GURARSLAN, G, Hybridizing Harmony Search Algorithm with a Spreadsheet Solver for Solving Continuous Engineering Optimization Problems, Engineering Optimization, 2009 (DOI: 10.1080/03052150902926835) [Link].

     

    • AYVAZ, M. T., Application of Harmony Search Algorithm to the Solution of Groundwater Management Models, Advances in Water Resources, 2009 (DOI: 10.1016/j.advwatres.2009.03.003) [Link].

     

    • AYVAZ, M. T. and KARAHAN, H., A Simulation/Optimization Model for the Identification of Unknown Groundwater Well Locations and Pumping Rates, Journal of Hydrology 357(1-2), 76-92, [Link].

     

    • KARAHAN, H., AYVAZ, M.T. ve GÜRARSLAN, G., Determination of intensity-duration-frequency relationship by genetic algorithm: Case study of GAP, Teknik Dergi 19(2), 4393-4407 [Link].

     

    • KARAHAN, H. and AYVAZ, M.T., Simultaneous Parameter Identification of a Heterogeneous Aquifer System Using Artificial Neural Networks, Hydrogeology Journal 16(5), 817-827, 2008 [Link].

     

    • AYVAZ, M. T., Simultaneous Determination of Aquifer Parameters and Zone Structures with Fuzzy c-Means Clustering and Meta-Heuristic Harmony Search Algorithm, Advances in Water Resources 30, 2326-2338, 2007 [Link].

     

    • AYVAZ, M. T., KARAHAN, H. and Aral, M. M., Aquifer Parameter and Zone Structure Estimation using Kernel-based Fuzzy C-Means Clustering and Genetic Algorithm, Journal of Hydrology 343, 240-253, 2007 [Link].

     

    • AYVAZ, M. T. and KARAHAN, H., Modeling Three-Dimensional Free-Surface Flows Using Multiple Spreadsheets, Computers and Geotechnics 34, 112-123, 2007 [Link].

     

    • KARAHAN, H., CEYLAN, H. and AYVAZ, M.T., Predicting Rainfall-Intensity Based on Genetic Algorithm Approach, Hydrological Processes, 21, 470-475, 2007 [Link].

     

    • KARAHAN, H. and AYVAZ, M.T., Forecasting Aquifer Parameters Using Artificial Neural Networks, Journal of Porous Media 9(5), 429-444, 2006 [Link].

      


    • AYVAZ, M. T., TUNCAN, M., KARAHAN, H. and TUNCAN, A., An Extended Pressure Application for Transient Seepage Problems with a Free Surface, Journal of Porous Media 8(6), 613-625, 2005 [Link].

     

    • KARAHAN, H. and AYVAZ, M.T., Groundwater Parameter Estimation by Optimization and Dual Reciprocity Finite Differences Method, Journal of Porous Media 8(2), 211-223, 2005 [Link].


    • KARAHAN, H. and AYVAZ, M.T., Transient Groundwater Modelling Using Spreadsheets, Advances in Engineering Software 36(6), 374-384, 2005 [Link].

      

      

    •  KARAHAN, H. and AYVAZ, M.T., Time-Dependent Groundwater Modelling Using Spreadsheets, Computer Applications in Engineering Education 13 (3), 192-199, 2005 [Link].


     

    International Published Books or Published Book Chapters

     

    • GÖKÇE, Ş. and AYVAZ, M.T., Evaluation of Harmony Search and Differential Evolution Optimization Algorithms on Solving the Booster Station Optimization Problems in Water Distribution Networks, In: Recent Advances in Swarm Intelligence and Evolutionary Computation, Studies in Computational Intelligence Series Vol. 585, Edited by Xin-She Yang, Springer Berlin/Heidelberg, 2015 [Link].


    • AYVAZ, M.T. and ELÇİ, A., Simultaneous Identification of Groundwater Recharge Rates and Zone Structures using Fuzzy c-Means Clustering and Harmony Search Optimization Algorithm: A Case Study of the Tahtalı Watershed, Models – Repositories of Knowledge, IAHS Red Book, Publ. 355, 2012.

     

    • AYVAZ, M.T. and ELÇİ, A., Application of Hybrid HS-Solver Algorithm to the Solution of Groundwater Management Problems, In: Metaheuristics in Water, Geotechnical and Transport Engineering, (Edited by Yang, X. S., Hossein Alavi, A., Gandomi, A. H., and Talatahari, S.), Elsevier, 2013 [Link].

     

    • GEEM, Z.W. and AYVAZ, M.T., Optimization in Water & Environmental Engineering, In: Optimization in Civil & Environmental Engineering, Edited by Zong Woo Geem, Old City Publishing, 2010 (ISBN: 978-2-813-00030-9) [Link].

     

    • AYVAZ, M.T., Solution of Groundwater Management Problems using Harmony Search Algorithm, Recent Advances in Harmony Search Algorithm, Studies in Computational Intelligence Series, Edited by Zong Woo Geem, Springer Berlin/Heidelberg, 2010 (ISBN: 978-3-642-04316-1) [Link1] [Link2].

     

    • AYVAZ, M.T., Identification of Groundwater Parameter Structure using Harmony Search Algorithm, Music-Inspired Harmony Search Algorithm: Theory and Applications, Studies in Computational Intelligence Series, Edited by Zong Woo Geem, Springer Berlin/Heidelberg, 2009 (ISBN: 978-3-642-00184-0) [Link1] [Link2] [Link3].

     

    • GEEM Z. W., FESANGHARY, M., CHOI, J. –Y., SAKA, M. P., WILLIAMS, J. C., AYVAZ, M. T., LI, L., RYU, S., and VASEBI, A., Recent Advances in Harmony Search, Evolutionary Algorithms, Part 1: Foundations and New Methods, Edited by: Witold Kosinski, IN-TECH Publishing, Vienna, Austria, 2008 (ISBN 978-953-7619-11-4) [Link].

     

    Invited Talks


    • AYVAZ, M.T., Optimization Techniques in Groundwater Management, 68th Geological Congress of Turkey, April 6 - 10, 2015, Ankara, Turkey. 


    • AYVAZ, M.T., Groundwater Applications of Harmony Search, 1st Symposium on Harmony Search Algorithm, February 13-14, 2014, Seoul, South Korea.


    International Conference Papers

     

    • TAN, E., SADAK, D., AYVAZ, M.T. Optimum Design of Storm Sewer Systems by using Harmony Search Optimization Approach, 38th IAHR World Congress, Water–Connecting the World, Sep 1-6, 2019, Panama City, Panama.

     

    • ELÇİ, A., AYVAZ, M.T., DİLAVER, M., AYAZ, S. Simulation-Optimization of Pollutant Source Allocation in the Kucuk Menderes River Basin, 38th IAHR World Congress, Water–Connecting the World, Sep 1-6, 2019, Panama City, Panama.

     

    • AYVAZ, M.T., SADAK, D., ELÇİ, A., DİLAVER, M., AYAZ, S. Optimum Allocation of the Pollutant Load Distributions based on a Linked Simulation-Optimization Approach, 11th World Congress of EWRA,  Managing Water Resources for a Sustainable Future, June 25-29, 2019, Madrid, Spain.

     

    • SADAK, D., GURARSLAN, G., AYVAZ, M.T.  Gradient Based Analysis of Water Distribution Networks, 2nd International Symposium on Water and Wastewater Management, October 25-27, 2018, Denizli, Turkey.

     

    • MESTA, B., KARGI, P.G., TEZYAPAR, I., AYVAZ, M.T., GÖKTAŞ, R.K., KENTEL, E., TEZEL, U. Identification of Rainfall-Runoff Relationship in Yenigörüce Basin by using HEC-HMS Hydrological Model, 2nd International Symposium on Water and Wastewater Management, October 25-27, 2018, Denizli, Turkey.

     

      • TEZYAPAR, I., KARGI, P.G., MESTA, B., AYVAZ, M.T., GÖKTAŞ, R.K., KENTEL, E., TEZEL, U.  Investigation of River Water Quality Observation Data Using Hydraulic and Transport Models, 2nd International Symposium on Water and Wastewater Management, October 25-27, 2018, Denizli, Turkey.

       

      • AYVAZ, M.T., GURARSLAN, G. Identification of the aquifer parameters from pumping test data by using a hybrid optimization approach, 13th International Conference on Hydroinformatics (HIC 2018), Jul 1-6, 2018, Palermo, Italy.

       

      • AYVAZ, M.T., TEZEL, U., KENTEL, E., GÖKTAŞ, R.K. Weekly flow prediction of Ergene River using an artificial neural network based solution approach, 13th International Conference on Hydroinformatics (HIC 2018), Jul 1-6, 2018, Palermo, Italy.

       

      • SADAK, D., AYVAZ, M.T., Optimum Identification of the Artificial Neural Network Weights by using Heuristic Optimization Approaches: Application to Seepage Flow Prediction through Earth-Fill Motru Dam (Romania), 3rd International Conference on Civil and Environmental Engineering (ICOCEE), Apr 24-27, 2018, Cesme, Izmir, Turkey.

       

      • TAN, E., AYVAZ, M.T., Optimum Design of Water Distribution Networks by using Heuristic Optimization Approaches, 3rd International Conference on Civil and Environmental Engineering (ICOCEE), Apr 24-27, 2018, Cesme, Izmir, Turkey.

       

      • GÖKTAŞ, R., AYVAZ, M.T., KARGI, P.G.,  KENTEL, E., MESTA, B., TEZYAPAR, I., TEZEL U. Effect of land surface elevation data availability on river hydraulic model output, European Geosciences Union General Assembly (EGU2018), Apr 8-13, 2018, Vienna, Austria.

       

      • GURARSLAN, G., AYVAZ, M.T. A new systematic partitioning approach for Muskingum flood routing models, European Geosciences Union General Assembly (EGU2018), Apr 8-13, 2018, Vienna, Austria.

       

      • AYVAZ, M.T., GURARSLAN, G. An optimization based curve matching approach for identifying the hydrogeological parameters of the confined and leaky-confined aquifers, European Geosciences Union General Assembly (EGU2018), Apr 8-13, 2018, Vienna, Austria.
       
      • GÖKTAŞ, R., TEZEL U., KARGI, P.G., AYVAZ, M.T., TEZYAPAR, I., MESTA, B., KENTEL, E. Effect of using extreme years in hydrologic model calibration performance, American Geophysical Union (AGU) 2017 Fall Meeting, Dec 11 - 15, 2017, New Orleans, LA, USA.

       

      • MAYDA ÖKÜNÇ, O., AYVAZ, M.T. Determination of the Optimum Operation Plans of the Multiple Dam Systems by using the Differential Evolution Algorithm, 4th International Water Congress: Water Management in Smart Cities, Nov 2 - 4, 2017, İzmir, Türkiye.

       

      • AYVAZ, M.T., KENTEL, E., Identification of the Best Booster Station Network for Water Distribution Systems by using Simulation-Optimization and Multi-Objective Fuzzy Decision Making Models, International Symposium of Water and Wastewater Management (ISWWM), October 26-28, 2016, Malatya, Turkey. 

       

      • ELÇİ, A., AYVAZ, M.T.,  Sampling Bias in Groundwater Quality Monitoring: The Importance of Well Configuration and Local Flow Conditions, 9th International Association of Hydrological Sciences (IAHS) - Groundwater Quality Conference (GQ16), July 24 to 28, Shenzhen, China.

       

      • AYVAZ, M.T., ELÇİ, A., Assessment and designing of groundwater quality monitoring networks by using a gridding based genetic algorithm optimization approach, 9th International Association of Hydrological Sciences (IAHS) - Groundwater Quality Conference (GQ16), July 24 to 28, Shenzhen, China.

       

      • AYVAZ, M.T., ELÇİ, A., Site Selection of Water Supply Wells Based on Differential-Evolution Optimization, 3rd International Conference “Water Across Time in Engineering Research” - WATER 2016, June 23rd to 25th, 2016, Constanta, Romania.

       

      • GÖKÇE, Ş., AYVAZ, M.T., GENÇ, Ö., KOÇ, A.C., Determining the Flood Risk Potential of Pamukkale University Campus Area with Hydraulic Modelling, International Symposium on Natural Hazard and Hazard Management Symposium (DAAYS’16), 2-4 Mart 2016, Karabuk, Turkey.

       

      • AYVAZ, M.T., A New Simulation-Optimization Approach for Simultaneously Identifying the Spatial Distribution and Source Fluxes of the Areal Groundwater Pollution Sources, 36th IAHR World Congress, June 27 - July 3, 2015, The Hague, The Netherlands.


      • AYVAZ, M.T., Groundwater Applications of Harmony Search, 1st Symposium on Harmony Search Algorithm, February 13-14, 2014, Seoul, South Korea.

       

      • GOKCE, S. and AYVAZ, M.T., Application of Harmony Search Algorithm for Solving the Booster Station Optimization Problems in Water Distribution Networks, International Civil Engineering & Architecture Symposium for Academicians (ICESA2014), May 17-20, 2014, Side, Turkey. 

         

      •  GOKCE, S. and AYVAZ, M.T., A Simulation-Optimization Model for Optimal Estimation of the Numbers, Locations and Chlorine Injection Rates of the Booster Stations in Water Distribution Networks, 11th International Conference on Hydroinformatics (HIC2014), August 17-21, 2014, New York, USA.

       

      • AYVAZ, M.T. and GENÇ, O., Optimal estimation of the Manning’s surface roughness in river flows using hybrid PSOLVER optimization algorithm, 26th European Conference on Operational Research (EURO 2013), July 1-4, 2013, Rome, Italy
        POPOVICI, A., ILINCA, C., AYVAZ, M.T., The performance of the neural networks to model some response parameters of a buttress dam to environment actions, 9th ICOLD European Club Symposium, "Sharing Experience for Safe and Sustainable Water Storage", April 10-12, 2013, Venice, Italy
        AYVAZ, M.T. and GENÇ, O., A linked simulation-optimization model for estimating the Manning's surface roughness in river flows, 8th International Conference of EWRA (EWRA2013), June 26-29, 2013, Porto, Portugal.

       

      • AYVAZ, M.T. and GENÇ, O., Optimal estimation of the Manning’s surface roughness in river flows using hybrid PSOLVER optimization algorithm, 26th European Conference on Operational Research (EURO 2013), July 1-4, 2013, Rome, Italy.

       

      • POPOVICI, A., ILINCA, C., AYVAZ, M.T., The performance of the neural networks to model some response parameters of a buttress dam to environment actions, 9th ICOLD European Club Symposium, "Sharing Experience for Safe and Sustainable Water Storage", April 10-12, 2013, Venice, Italy.

       

      • AYVAZ, M.T. and POPOVICI, A., Predicting seepage flow through an earthfill dam - foundation system using an artificial neural network based solution approach: Application to Motru dam site (Romania), 6th International Perspective on Water Resources & the Environment Conference (IPWE 2013), January 7-9, 2013, Izmir, Turkey.

       

      • ELÇİ, A. and AYVAZ, M.T., Multi-objective optimization using differential-evolution for the site selection of groundwater production wells, 5th International Groundwater Symposium (Groundwater 2012), November, 19-21, Kuwait.

       

      • AYVAZ, M.T. and ELÇİ, A., Solution of a pumping cost minimization problem for the Tahtalı watershed (Izmir-Turkey) using linked simulation-optimization models, NORDIC WATER 2012, XXVII Nordic Hydrological Conference, 13-15 August 2012, Oulu, Finland.

       

      • AYVAZ, M.T. and POPOVICI, A., Predicting piezometer level variation at the downstream of Motru Dam (Romania) using hybrid HS-Solver optimization algorithm, BALWOIS 2012, International Conference on Water, Climate and Environment, May 28 - June 2, 2012, Ohrid, Madeconia.

       

      • AYVAZ, M.T. ve GENÇ, Ö., Optimal estimation of Manning’s roughness in open channel flows using a linked simulation-optimization model, BALWOIS 2012, International Conference on Water, Climate and Environment, May 28 - June 2, 2012, Ohrid, Madeconia.

       

      • AYVAZ, M.T. ve ELÇİ, A., Simultaneous Identification of Groundwater Recharge Rates and Zone Structures using Fuzzy c-Means Clustering and Harmony Search Optimization Algorithm: A Case Study of the Tahtalı Watershed, MODELCARE 2011, Models – Repositories of Knowledge, September 18–22, 2011, Leipzig, Germany.

       

      • AYVAZ, M.T., Solution of Release History Recovery Problems of Groundwater Pollution Sources Using Harmony Search Optimization Algorithm, 6th EWRA International Symposium - Water Engineering and Management in a Changing Environment, June 29th – July 2th, 2011, Catania, Italy.

       

      • AYVAZ, M.T., Solution of Groundwater Pollution Source Identification Problems using Harmony Search Optimization Algorithm, 9th International Congress on Advances in Civil Engineering September 27-30, 2010, Trabzon, Turkey.

       

      • AYVAZ, M.T., Application of Meta-Heuristic Harmony Search Optimization Algorithm for Parameter Structure Identification in Groundwater Modeling, 8th International Congress on Advances in Civil Engineering September 15-17, 2008, Famagusta, North Cyprus.

       

      • AYVAZ, M.T. and KARAHAN, H., A Numerical Simulation Model for Free-Surface Seepage Problems, Proceedings of the 7th International Congress on Advances in Civil Engineering, Proceedings CD-ROM, ISBN 975-561-284-X, October 11th-13th, 2006 (In Turkish).

       

      • KARAHAN, H., AYVAZ, M.T. and GURARSLAN, G., River Flow Forecasting Using Nonlinear Optimization Technique, Proceedings of the 7th International Congress on Advances in Civil Engineering, Proceedings CD-ROM, ISBN 975-561-284-X, October 11th-13th, 2006 (In Turkish).

       

      • KARAHAN, H., GURARSLAN, G. and AYVAZ, M.T., Comparison of Iterative and Direct Solution Algorithms used in Groundwater Modeling, Proceedings of the 7th International Congress on Advances in Civil Engineering, Proceedings CD-ROM, ISBN 975-561-284-X, October 11th-13th, 2006 (In Turkish).

       

      National Conference Papers

       

      • AYVAZ, M.T., Bilinmeyen Alansal Yeraltı Suyu Kirletici Kaynaklarının Hibrit bir Simülasyon-Optimizasyon Yaklaşımı ile Belirlenmesi, HİDRO’2018: Ulusal Hidrojeoloji ve Su Kaynakları Sempozyumu, 27-29 Eylül 2018, HÜ-UKAM, Ankara.

       

      • GÖKÇE, Ş., AYVAZ, M.T., Determination of the Booster Chlorination Plans in Water Distribution Networks using Differential Evolution Algorithm, 7th Urban Infrastructure Symposium, Karadeniz Technical University, Nov 13-14, 2015, Trabzon, Turkey.


      • GÖKÇE, Ş., AYVAZ, M.T., GENÇ, Ö., KOÇ, A.C., Determination of Floodplain Areas using Geographic Information Systems and Hydraulic Modeling Techniques: Case Study for the Pamukkale University Kinikli Campus Area, Flood and Landslide Symposium, Karadeniz Technical University, Oct 24-26, 2013, Trabzon, Turkey.

       

      • AYVAZ, M.T., ELÇİ, A., Solution of Groundwater Pumping Cost Minimization Problems using PSOLVER Optimization Technique: Case Study of Tahtalı Watershed, Proceedings of the 7th National Hydrology Congress, Isparta, Sep 26-27, 2013 (In Turkish).

       

      • AYVAZ, M.T. and POPOVICI, A., Predicting Piezometer Levels around Dam Sites using Particle Swarm Optimization Algorithm: Application to Motru Dam (Romania), 3rd National Dam Safety Symposium, October 10-12, 2012, Eskisehir, Turkey.

       

      • AYVAZ, M.T., KARAHAN, H., Identification of Illegal Well Locations and Unsteady State Pumping Rates in a Heterogeneous Aquifer using a Genetic Algorithm, Proceedings of the 6th National Hydrology Congress, Denizli, Sep 22-24, 2010 (In Turkish).

       

      • AYVAZ, M.T., KARAHAN, H. and GURARSLAN, G., Optimum Design of Water Distribution Networks Using Harmony Search Algorithm, Proceedings of the 5th Urban Sub-Structure Design Congress, Nov 1-2, 2007, Antakya-Hatay (In Turkish).

       

      • KARAHAN, H., ILHAN, H. and AYVAZ, M.T., Predicting Daily Missing Discharges using Artificial Neural Network and Genetic Algorithm: An Application, Proceedings of the 5th National Hydrology Congress, Ankara, Sep 5-7, 2007 (In Turkish).

       

      • AYVAZ, M.T., KARAHAN, H. and ARAL, M.M., Determination of Aquifer Parameters and Parameter Structures with Genetic Algorithm, Proceedings of the 5th National Hydrology Congress, Ankara, Sep 5-7, 2007 (In Turkish).

       

      • AYVAZ, M.T., KARAHAN, H. and GURARSLAN, G., Identification of Groundwater Pollution sources with Artificial Neural Networks, 3rd Water Resources Engineering Symposium, Gumuldur/Izmir, 2007 (In Turkish).

       

      • KARAHAN, H., AYVAZ, M.T. and GURARSLAN, G., Determination of Aquifer Parameters with Artificial Neural Networks, Symposium on Recent Applications in Engineering Geology, Denizli, 303-312, 2006 (In Turkish).

       

      • KARAHAN, H. and AYVAZ, M.T., Forecasting Rainfall-Intensity-Duration Relationship Using Nonlinear Optimization Technique: Case Study of Antalya, Regional Symposium on Civil Engineering Problems of Antalya, 163-170, 2005 (In Turkish).

       

      • KARAHAN, H. and AYVAZ, M.T., Design of Water Distribution Networks Using Genetic Algorithm, 2nd Water Resources Engineering Symposium, Gumuldur/Izmir, 577-587, 2005 (In Turkish).

       

      • AYVAZ, M.T. and KARAHAN, H., Three-Dimensional Modeling of Groundwater Problems Using Spreadsheets, 2nd Water Resources Engineering Symposium, Gumuldur/Izmir, 167-178, 2005 (In Turkish).

       

      • AYVAZ, M.T. and KARAHAN, H., Aquifer Parameter Estimation with Genetic Algorithm Approach, 2nd Water Resources Engineering Symposium, Gumuldur/Izmir, 215-229, 2005 (In Turkish).

       

      • AYVAZ, M.T. and KARAHAN, H., A Practical Approach for Groundwater Modelling, 4th. National Hydrology Congress, pp. 475-481, Istanbul, 2004 (In Turkish)