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Prof. Berna DENGIZ

  • Başkent University

Bio

Dr.Berna Dengiz is a full professor in the Industrial Engineering Department at Başkent University. She has been serving as the Dean of Engineering Faculty of Baskent University since 2008. She received her BS degree in engineering in 1974 from Gazi University, Türkiye, MS degree in Statistics in 1978 from Gazi University, Türkiye and second MS degree in 1985 from Middle East Techinical University (METU),Türkiye and PhD degree in Industrial Engineering in 1987 from Gazi University, Türkiye.

Prior to becoming a professor at Başkent University, she was a professor in Industrial Engineering department at Gazi University, where she also served as Vice Dean (1996-2000) and Acting Dean (2000-2001) of Engineering and Architecture Faculty of Gazi University.

Academic Positions

  • Present 2007

    Professor and Dean

    Industrial Engineering Department, Başkent University, Ankara, Turkey

  • 2007 2005

    Professor and Chair

    Industrial Engineering Department, Başkent University, Ankara, Turkey

  • 2005 2001

    Professor

    Engineering and Architectural Faculty, Gazi University, Ankara, Turkey

  • 2001 2000

    Professor and Acting Dean

    Engineering and Architectural Faculty, Gazi University, Ankara, Turkey

  • 2000 1998

    Professor and Vice Dean

    Engineering and Architectural Faculty, Gazi University, Ankara, Turkey

  • 1998 1996

    Associate Professor and Vice Dean

    Engineering and Architectural Faculty, Gazi University, Ankara, Turkey

  • 1996 1992

    Associate Professor and Vice Chair

    Industrial Engineering Department, Gazi University, Ankara, Turkey

  • 1992 1987

    Assistant Professor and Vice Chair

    Industrial Engineering Department, Gazi University, Ankara, Turkey

  • 1987 1985

    Instructor

    Industrial Engineering Department, Gazi University, Ankara, Turkey

Education & Training

  • Ph.D. 1987

    Department of Industrial Engineering

    Gazi University, Ankara, Turkey

  • M.Sc. 1987

    Department of Statistics

    Middle East Technical University, Ankara, Turkey

  • M.Sc. 1978

    Institute of Statistics

    Gazi University, Ankara, Turkey

  • B.Sc. 1974

    Department of Civil Engineering

    Gazi University, Ankara, Turkey

Honors, Awards and Grants

  • 2012
    Kadını Güçlendirme ve Destekleme
  • 2012
    Bilimde Önder Kadın Ödülü
  • 1994-2011
    TÜBİTAK
    Her 22 publications in SCI indexed journals awarded by TÜBİTAK.
  • 2011
    Worms Ödülü
  • 2010
    Best Student Paper Award
    Best Student Paper Award presented to Ayyuce Aydemir Karadag and Berna Dengiz for the paper “A Hybrid Approach of Heuristic and Exact Method for Crew Pairing Problem” in The 40th International Conference on Computers and Industrial Engineering (CIE40) July
  •  
    Gazi University
    She awarded by Gazi University by the performance award for her research activities, and high quality publications during her professional life

Research Summary

Interests

  • Computer Simulation Modeling of Complex Systems
  • Output Analysis in Simulation
  • Simulation Optimization using Metamodel and Metaheuristics
  • Heuristic Optimization of Complex Systems using Genetic Algorithms, Simulated Annealing, Tabu Search, Particular Swarm, Variable Neighbourhood, Ant Colony
  • Industrial applications of Neural Networks
  • Simulated Annealing
  • Tabu Search
  • Ant Colony
  • Particular Swarm
  • Cross Entrophy
  • Differential Evolution
  • Topological Optimization of Communication Networks
  • Women in Engineering

Research Projects

  • image

    Design of Communications Networks Using Computational Intelligence and Woman in Engineering in the US. and Turkey.

    Supported by NSF (National Science Foundation of USA)

    The focus of the research is on using methods from computational intelligence, namely neural networks and genetic algorithms, to improve the design of data and voice communications network topologies when considering reliability.

    Collaborative Research effort centers on neural network models as estimators of network reliability. This will be beneficial because the neural networks will be developed using a relatively small set of possible network topologies, estimating the reliability of each.

    Both Dr. Smith and Dr. Dengiz are tenured women Professors of Industrial Engineering and both have worked extensively with women engineering students and women engineering faculty. Women engineers from a small minority of working engineers (about 8%), of engineering faculty ( less than 5%), and undergraduate engineering students (18%) in the U.S. At Gazi University, more than a quarter of the engineering students and nearly half of the engineering faculty are women, a much grater percentage than found in U.S. universities. Dr. Smith will explore the environment for women in engineering in Turkey and see if positive aspects of it can be of use in the U.S. to improve the participation of women in engineering. Dr. Smith will enact these programs through her involvement as the Faculty Advisor of the Society of Women Engineers University of Pittsburgh Student Section and Auburn University.

    Organizers: Berna DENGİZ, Gazi Üniversity, Turkey and Alice E. SMITH who was from University
    Time period: 1999 - 2001

  • Quality Control System Design using Simulation.

    Supported by DPT with number 91K 120760. Simulation Laboratory in IE Department was built in this project.

    Organizers: Berna DENGİZ
    Time period: 1991 - 1993

  • Topology Optimization of Communication Networks with Genetic Algorithms

    Supported by TUBİTAK with number MİSAG - 79.

    Organizers: Berna DENGİZ
    Time period: 1991 - 1993

Selected Publications

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Refereed Journal Articles Ayyüce Aydemir Karadağ, Berna Dengiz, Ahmet Bolat, “Crew Pairing Optimization Based on Hybrid Approaches, Computers & Industrial Engineering, accepted for publication in 2012(SCI).
Refereed Journal Articles İsmail Karaoğlan, Fulya Altıparmak, İmdat Kara, Berna Dengiz, “The Location-Routing Problem with Simultaneous Pickup and Delivery: Formulations and a Heuristic Approach,OMEGA, The International Journal of Management Science,accepted for publication,2012 (SCI).
Refereed Journal Articles İsmail Karaoğlan, Fulya Altiparmak, İmdat Kara, Berna Dengiz, “A branch and cut algorithm for location-routing problem with simultaneous pickup and delivery”, European Journal of Operational Research, 211(2):318-332, 2011 (SCI).
Refereed Journal Articles Burçin Çakır, Fulya Altiparmak, Berna Dengiz, “Multi-objective optimization of a stochastic assembly line balancing: A hybrid simulated annealing algorithm”, Computers & Industrial Engineering, 60(3):376-384, 2011 (SCI).
Refereed Journal Articles Çiğdem Alabaş-Uslu, Berna Dengiz, “A Self-Adaptive Local Search Algorithm for the Classical Vehicle Routing Problem”, Expert System with Applications, 38(7):8990-8998, 2011 (SCI).
Refereed Journal Articles Alice E. Smith, Berna Dengiz, “Women in Engineering in Turkey: A Large Scale Quantitative and Qualitative Examination”, European Journal of Engineering Education, Vol. 35, 1: 45 – 57, 2010 (EI).
Refereed Journal Articles Berna Dengiz, Fulya Altiparmak, Önder Belgin, “Design Of Reliable Communication Networks: A Hybrid Ant Colony Optimization Algorithm”, IIE Transactions, 42: 273-287, 2010 (SCI).
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz, Alice E. Smith, “A General Neural Network Model for Estimating Telecommunications Network Reliability”, IEEE Transactions on Reliability, 58(1): 2-9, 2009 (SCI).
Refereed Journal Articles Ergun Eraslan, Berna Dengiz, “The Efficiency of Variance Reduction in Manufacturing and Service Systems: The Comparison of the Control Varieties and Stratified Sampling” Mathematical Problems in Engineering, Volume 2009, 1-13, 2009 (SCI).
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz, "A Cross Antrophy Approach to Design of Reliable Networks", European Journal of Operation Research (EJOR), 199(2): 542-552, 2009 (SCI).
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz, Alice E. Smith, “Performance Evaluation Of Generalized Neural Network For All-Terminal Network Reliability Estimation” IEEE Transactions on Reliability, 58(1): 2-9, 2009 (SCI).
Refereed Journal Articles Pakdil F, Ozkok O, Dengiz B, Kara I, Selvi N, Kargı A, “A Systematic Approach to Reduce Human and System-Related Errors Causing Customer Dissatisfaction in a Production Environment”, Total Quality Management and Business Excellence, 20(1):129 – 137, 2009 (SCI).
Refereed Journal Articles Berna Dengiz, Cigdem Alabas, Orhan Dengiz, “Optimization Of Manufacturing Systems Using Neural Network Metamodel With A New Training Approach”, Journal of Operation Research Society, 60(9), 1191-1197(7), 2009 (SCI).
Refereed Journal Articles Berna Dengiz, Cigdem Alabas, Orhan Dengiz “A Tabu Search Algorithm for the Training of Neural Networks” Journal of Operation Research Society, 60(2): 282-291(10), 2009 (SCI).
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz and A. Asil BULGAK, “Evaluation of Asynchronous Assembly System Operations Using an Artificial Neural Network Metamodel”, Applied Soft Computing Journal , 7(3): 946-956, 2007 (SCI).
Refereed Journal Articles Berna Dengiz, Fulya Altiparmak, Önder Belgin, “A Hybrid Ant Colony Optimization Approach for the Design of reliable networks" IEEE Congress of Evolutionary Computation, 1(10): 1118-1125, 2007 (SCI).
Refereed Journal Articles Fulya Altiparmak, Ismail Karaoglan and Berna Dengiz, “Analysis of Maintenance Policies in Just in Time Production System”, Journal of Engineering and Architecture Faculty of Gazi University, 22(1), 181-189, 2007 (SCI).
Refereed Journal Articles Berna Dengiz, Tolga Bektas And A. Eren Ultanir, “Simulation Optimization Based DSS application: A Diamond Tool Production Line Industry”, Simulation Modeling Practice and Theory, 14: 296-312, 2006 (SCI).
Refereed Journal Articles Huseyin Guden, Bariş Vakvak, Bariş E. Özkan, Fulya Altiparmak, Berna Dengiz, “Simulation Optimization with General Search Algorithms: Optimization of Number of Kanbans”, Journal of Industrial Engineering, Mechanical Engineering Council of Turkey, 16(1): 2-15, 2005.
Refereed Journal Articles Fulya Altiparmak, M. Gen, Berna Dengiz & Alice E. Smith, “A Genetic Algorithm with Fuzzy Logic Controller for Design of Communication Networks”, IEEJ Transaction on Electronics, Information and Systems, 124-C(10): 1979-1985, 2004.
Refereed Journal Articles Fulya Altiparmak, M. Gen, Berna Dengiz & Alice E. Smith, , “A Network-Based Genetic Algorithm for Design of Communication Networks”, Journal of Society of Plant Engineers Japan, (15)4. 184-190, 2004.
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz, Alice E. Smith, “Reliability Optimization of Computer Communication Networks: A Comparison of Hill-Climbing, Simulated Annealing and Genetic Algorithms”, Journal of Heuristics, 9:471-487, 2003. (SCI).
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz, “Reliability Estimation of Communication Networks with Artificial Neural Networks” Transactions on Operational Research, 15( 1-2): 15, 34, 2003.
Refereed Journal Articles Cigdem Alabas, Berna Dengiz, “Optimization of Feed Forward Neural Networks Using Tabu Search”, Transactions on Operational Research, (13)14: 1-12, 2002.
Refereed Journal Articles Cigdem Alabas, Fulya Altiparmak and Berna Dengiz, “A Comparison of the performance of artificial intelligence techniques for optimizing the number of kanbans”, Journal of Operational Research Society, 53:1-8, 2002 (SCI).
Refereed Journal Articles Berna Dengiz, Kunter Akbay, "Computer Simulation of a PCB Production Line: A Simulation Metamodeling Approach", Intern. Journal of Production Economics, 63:195-205, 2000 (SCI).
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz, Alice E. Smith, “An Evolutionary Approach for Reliability Optimization in Fixed Topology Computer Networks”, Transactions on Operational Research, 12 (1-2): 57-75, 2000.
Refereed Journal Articles Berna Dengiz, Murat Mentes, Akif A. Bulgak, "A pert Simulation Model Without Activity Time Estimation Error", AMSE Periodicals, Advances in Modeling and Analysis, D,( 2)1-2: 37-50, 1998 (EI).
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz, "Reliability Criteria of Telecommunication Networks", Journal of the Institute of Science and Technology of Gazi University, (11)1: 85-96, 1998.
Refereed Journal Articles Berna Dengiz, Fulya Altiparmak, Akif A. Bulgak, “Optimization of Stochastic Systems Using Genetic Algorithms”, Transactions on Operational Research, (9-10) 1-2:43-62, 1998.
Refereed Journal Articles Berna Dengiz, Fulya Altiparmak, “Combinatorial Optimization and Genetic Algorithms”, Journal of Industrial Engineering, Mechanical Engineering Council of Turkey, 9 (3): 3-14, 1998.
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz, “Genetic Algorithms", Journal of the Institute of Science and Technology of Gazi University, 11/3:523-541, 1998.
Refereed Journal Articles Berna Dengiz, Fulya Altiparmak , Alice E.Smith, "Local Search Genetic Algorithm For Optimal Design of Reliable Networks", IEEE Transactions on Evolutionary Computation, Vol 1 , No.3, pp. 179-188, 1997(SCI).
Refereed Journal Articles Berna Dengiz, Fulya Altiparmak, Alice E. Smith, "Efficient Optimization of all-Terminal Reliable Networks Using Evolutionary Approach", IEEE Transactions on Reliability,.46 (3)-1:18-26, 1997 (SCI).
Refereed Journal Articles Berna Dengiz, Fulya Altiparmak, "Combinatorial Optimization and Genetic Algorithms", Journal of Industrial Engineering, Mechanical Engineering Council of Turkey, 9/3:3-14, 1997.
Refereed Journal Articles Fulya Altiparmak, Berna Dengiz, "Output Analysis in Simulation: Sequentially Increased Sample Size in Batch Means Method", AMSE Periodicals, Advances in Modeling and Analysis, B, 25(2): 15-27, 1993 (EI).
Refereed Journal Articles Berna Dengiz, Cevriye Ozcan, "The Investigation of Reliability of Turkish Economical Trend Questionary", Quarterly Bulletin of Turkish Central Bank, November: 55-63, 1991.
Refereed Journal Articles Yalcın.EROL, Berna Dengiz, "Johnson, Pearson Systems and Generalized Lambda Distribution", Journal of Standard Economics and Techniques, April, 29(340): 33-39, 1990.
Refereed Journal Articles Berna Dengiz, "Simulation of M/M/1 Queuing Model with Generalized Lambda Distribution", Journal of Engineering and Architecture Faculty of Gazi University, 3 (1-2):161-171, 1988 (SCI).
International Conference Proceedings Publications Berna Dengiz , Oktay D and Dengiz O, “An Integration of Genetic Algorithm and GIS for Sensor Optimization”, Informs Annuel Meeting 2010: Austin- Texas, USA; 07-November. 3, 2010.
International Conference Proceedings Publications Ayyüce Aydemir Karadağ, Berna Dengiz, “A Hybrid Approach of Heuristic and Exact Method for Crew Pairing Problem”, 40th International Conference on Computers & Industrial Engineering: Hyogo, Japan; 25-July.4, 2010.
International Conference Proceedings Publications Berna Dengiz, Cigdem Alabas-Uslu, and Ihsan Sabuncuoglu ,” A Local Search Heuristic with Self-tuning Parameter for Permutation Flow-Shop Scheduling Problem”, IEEE Symposium on Computational Intelligence in Scheduling, 62-67, 2009 (SCI)
International Conference Proceedings Publications Burçin Cakir, Berna Dengiz, F. Altiparmak, “A Hybrid Simulated Annealing For A Multi-Objective Stochastic Assembly Line Balancing Problem”, 38th International Conference on Computers & Industrial Engineering, Beijing, China, Oct. 31-Nov. 2, 2008.
International Conference Proceedings Publications Thomas Lacksonen and Berna Dengiz, “An International Facility Design Project, Frontiers in Education-Racing Toward Innovation in Engineering Education”, October 22-25, 2008, Newyork, US.(IEEE Frontiers in Education Conference Vol: 1-3, 90-95 (SCI).
International Conference Proceedings Publications Berna Dengiz and Alice E. Smith, “Structured Discussions with Aspiring and Practicing Engineers in Turkey”, ASEE 6th Global Colloquim on Engineering Education in İstanbul, Turkey on Oct. 1-4, 2007.
International Conference Proceedings Publications Pakdil F, Ozkok O, Dengiz B, Kara I, Selvi N, Kargı , “A Systematic Approach to Reduce Human and System-Related Errors Causing Customer Dissatisfaction in a Production Environment”,5th International Business Process Management Confrence, Brisbane, Australia 24-28, September, 2007.
International Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, Onder Belgin, “A particle swarm optimization algorithm for the design of reliable Networks”, ESREL 2007, Safety and Reliability Conference, 25-27 June 2007, Stavenger, Norway, 2007, Volume 1, 101-106.
International Conference Proceedings Publications Berna Dengiz, Fulya Altiparmak, Onder Belgin, “A Hybrid Ant Colony Optimization Approach for the Design of Reliable Networks”, CEC 2007, IEEE Congress on Evolutionary Computation, September 25-28, 2007, Singapore, 2007.
International Conference Proceedings Publications Orhan Dengiz, Alice E. Smith, Fulya Altiparmak and Berna Dengiz, “A Pareto fed multi-objective genetic algorithm for the redundancy allocation problem,” Presented the 14th Annual Industrial Engineering Research Conference (IIE_IERC 2005), pp. 604-610, January 2005.
International Conference Proceedings Publications Orhan Dengiz Fulya Altiparmak, Berna Dengiz And Alice E. Smith, “A Genetic Algorithm for Fuzzy Optimization of Multiobjective Redundancy Allocation Problem” proceedings of the 35th International Conference on Computers and Industrial Engineering, June 19-22, 2005 Istanbul, pp. 525-
International Conference Proceedings Publications Orhan Dengiz, Fulya Altiparmak, Alice E.Smith, Berna Dengiz,“A Multi-Objective Genetic Algorithm to the Redundancy Allocation Problem” presented in Invited Session of IEE Annual Conference 2005, Atlanta, USA, May 14-18, 2005.
International Conference Proceedings Publications Berna Dengiz and Cigdem Alabas Uslu, "Self Controlled Local Search Heuristic fo the Design of Communication Networks", proceedings of the 35th International Conference on Computers and Industrial Engineering, June 19-22, 2005 Istanbul, pp. 519-524.
International Conference Proceedings Publications Mehmet Sahinoglu, C.V. Ramamoorthy, Alice E. Smith and Berna Dengiz,“A Reliability Block Diagramming Tool to Describe Networks” Presented in Annual Reliability and Maintainability Symposium, January 26 - 29, 2004, 0-7803-8215-3/04/©2004-IEEE (e-print).
International Conference Proceedings Publications Berna Dengiz and Cigdem Alabas, “An improved simulated annealing algorithm for the vehicle routing problem”, International Logistics Congress 2004, Dokuz Eylul University, Izmir, V 2, 774-785.
International Conference Proceedings Publications Fulya. Altiparmak, Mitsuo. Gen, Berna. Dengiz, Alice. E. Smith, “Topological Optimization of Communication Networks with Reliability Constraint by an Evolutionary Approach”, KORAS 2003, International Workshop on Reliability and Its Applications, December 3-5, Seoul, KOREA, 2003.
International Conference Proceedings Publications Fulya. Altiparmak, Mitsuo. Gen, Berna Dengiz, Alice. E. Smith, “Genetic Algorithm with Fuzzy Logic Controller for Design of Communication Network”, 2003 Asia Pacific Symposium on Intelligent and Evolutionary Systems: Technology and Applications, November 21-22, Kitakyushu, JAPAN, 2003.
International Conference Proceedings Publications Fulya. Altiparmak, Mitsuo. GEN, Berna Dengiz, Alice. E. Smith, “Design of Reliable Networks by a Genetic Algorithm”, Conference on Society of Plant Engineers in Japan (SOPEJ), November 28-29, Kyoto, JAPAN, 2003.
International Conference Proceedings Publications Mehmet Sahinoglu, Alice E. Smith and Berna Dengiz, “Improved Network Design Method When Considering Reliability and Cost Using an Exact Reliability Block Diagram Calculation (ERBDC) Tool in Complex Systems”, will be presented at ANNIE’ 2003 Conference, November 1-4, 2003, St. Louis, Missouri, and published in Proceedings of the Artificial Neural Networks in Engineering Conference ANN
International Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, Alice E.Smith, “A Comparison of Memetic Algorithms and Other Metaheuristic Hybrids for Reliability Optimization Problem” Poster Proceedings of the Fifth International Conference Adaptive Computing in Design and Manufacture, ACDM, 2002, University of Exeter, UK, Parmee, I.C. and Wyatt, D.I., eds., pp. 5-9.
International Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, Akif A. Bulgak, “Optimization of Buffer Sizes in Assembly Systems Using Intelligent Techniques”, Proceedings of the 2002 Winter Simulation Conference, E.Yucesan, C.H. Chen, J.L. Snowdon, and J.M. Charnes, eds., pp. 1157-1162.
International Conference Proceedings Publications Berna Dengiz, Cigdem Alabas, “A Simulated Annealing Algorithm for Design of Computer Communication Networks”, 5th Multi-conference on Systems, Cybernetics, and Informatics, July 22-25, 2001, Orlando, Florida, USA, I. Cilt, 188-193.
International Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, Alice E. Smith, “Artificial Neural Networks in Network Reliability Estimation Using Different Experimental Design Methods”, Proceedings of the IIE Annual Conference 2001, Dallas, Texas, USA, May 20-23.
International Conference Proceedings Publications Berna Dengiz, Cigdem Alabas , “Simulation optimization using tabu search”. Winter Simulation Conference, Orlando, Florida, USA, December 10-13, Vol I, 805-810, 2000.
International Conference Proceedings Publications Berna Dengiz, Cigdem Alabas, “A tabu search algorithm for design of computer networks”. 4th World Multiconference on Circuits, Systems, Communications and Computers, Greece, July 10-15, 363-368, 2000.
International Conference Proceedings Publications Çiğdem Alabaş, Fulya Altiparmak, and Berna Dengiz, “ The Optimization of Number of Kanbans with Genetic Algorithms, Simulated Annealing and Tabu Search”, Congress on Evolutionary Computation (CEC2000), July 16-19, 2000, La Jolla Marriott, San Diego, USA, 580-585.
International Conference Proceedings Publications Berna Dengiz, Cigdem Alabas, And Fulya Altiparmak, “Comparison on the Performance of Modern Heuristics for the Communication Network Design Problems”, 1999, Industrial Engineering Research Conference, IERC’99, May 23-25 1999, Phonix, AZ.
International Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, And Alice E. Smith, “Reliability Optimization of Computer Communication Networks Using Genetic Algorithms”,1998, IEEE International Conference on Systems, Man, and Cybernetics- Intelligent Systems For Humans In A Cyberworld”,SMC’98, Hyatt Regency La Jolla, San Diego, California, USA, October 11-14, 1998, 4676-4681.
International Conference Proceedings Publications Berna Dengiz, Fulya Altiparmak And Alice E. Smith, "Local Search Genetic Algorithm for Optimization of Highly Reliable Communication Networks", Proceedings of the seventh International Conference on Genetic Algorithms, ICGA’97, Michigan State University, East Lansing, USA, July 19-23, 1997, 650-657.
International Conference Proceedings Publications Altan Özkil And Berna Dengiz, "Command Control and Communication Simulation for Fire Support", Proceeding of 11th European Simulation Multiconference, ESM’97, Boğaziçi University, İstanbul, Turkey, June 1-4, 1997, 699-704.
International Conference Proceedings Publications Berna Dengiz, Fulya Altiparmak And Alice E. Smith, "Genetic Algorithms Design of Networks Considering All Terminal Reliability", The Sixth Industrial Engineering Research Conference Proceedings IERC’97, Miami Beach, Florida, USA, May 17-18, 1997, 30-35.
International Conference Proceedings Publications Berna Dengiz, Fulya Altiparmak And Alice E. Smith, "A Genetic Algorithm Approach to Optimal Topological Design of All Terminal Networks", Proceedings of the Artificial Neural Networks in Engineering Conference ANNIE`95, University of Missouri-Rolla, St. Louis, Missouri, USA, Nov.12-15, 1995, 405-411.
International Conference Proceedings Publications Berna Dengiz, Kunter Akbay, "The Optimization of a PCB Assemble Line: A Comparative Study for Push and Pull Models by Computer Simulation", Proceedings of the European Simulation Symposium, ESS 94, Boğaziçi University, Istanbul, TURKEY, Oct. 9-12, 1994,Vol.II, 49-52.
International Conference Proceedings Publications Berna Dengiz, A.Sevtap Selçuk and Fulya Altiparmak, "Antithetic Variate in Simulation of Stochastic Networks: Experimental Evaluation" Proceedings International AMSE Conference on Signals, Data, Systems, Chicago, USA, Sept.2-4, 1992, AMSE Press, Vol. 2, 41-49.
International Conference Proceedings Publications Berna Dengiz, Yalçın Tuncer Ve Engin Sungur, “Trivariate Poisson Distribution”, Proceedings International AMSE Conference-Modeling and Simulation, İstanbul, Turkey, June 29-July 1, 1988, AMSE Press,Vol.1C, 199-210.
International Conference Proceedings Publications Berna Dengiz, Yalçın Tuncer Ve Engin Sungur, “Trivariate Poisson Distribution”, Proceedings International AMSE Conference-Modeling and Simulation, İstanbul, Turkey, June 29-July 1, 1988, AMSE Press,Vol.1C, 199-210
National Conference Proceedings Publications Aydemir Karadağ, B. Çakır, B. Dengiz, Y. T. İç, “System Design with Simulation Optimization”, XXXI th National Operational Research and Industrial Engineering Congress, Sakarya University, Sakarya, July 05 -07, 2011.
National Conference Proceedings Publications İ. Karaoğlan, F. Altiparmak, İ. Kara, B. Dengiz, “The location-routing problem with simultaneous pickup and delivery: Mathematical models and experimental comparisons”, XXVIIII th National Operational Research and Industrial Engineering Congress, Bilkent University, Ankara, June 22 -25 , 2009.
National Conference Proceedings Publications Aydemir Karadağ, B. Dengiz, “Airline Crew Pairing Problem: Genetic and Hybrid Algorithmstmalar”, XXVIIII th National Operational Research and Industrial Engineering Congress, Bilkent University, Ankara, June 22 -25, 2009.
National Conference Proceedings Publications Ö. Belgin, B. Dengiz, F. Altiparmak, “ Comparison of metaheuristics on Communication Network Design, XXVIII th National Operational Research and Industrial Engineering Congress, Galatasaray University, Istanbul, June 30.- July 2, 2008.
National Conference Proceedings Publications İ. Karaoğlan, F. Altiparmak, İ. Kara, B. Dengiz, “New mathematical Models for Simultaneously Pick up and Delivery Vehicle Routing Problem XXVIII th National Operational Research and Industrial Engineering Congress,Galatasaray University, Istanbul, June 30.- July 2, 2008.
National Conference Proceedings Publications Yiğit K. Genç, Berna Dengiz and İmdat Kara, “Two Evolutuanary Algorithms for Generalized Minumum Spanning Tree: Genetic Algorithms and Partical Swarm Algorithm”, XXVII th National Operational Research and Industrial Engineering Congress, 9 September University, Izmir , 2-4 July, 2007.
National Conference Proceedings Publications Yavuz Selim Özdemir and Berna Dengiz, “ Topological Design of Computer Communication Networks using Ant Colony optimization “XXVII th National Operational Research and Industrial Engineering Congress, 9 September University, Izmir , 2-4 July, 2007.
National Conference Proceedings Publications Berna Dengiz and Önder Belgin, “Inovation in SMEs: The role of Simulation 4th Conference on SMEs and Productivity, Proceeding Book, p. xxx-xxx, 2007.
National Conference Proceedings Publications Tugba Sarac, Berna Dengiz, Fulya Altiparmak, “ Estimation of Software Projects Time with Neural Networksi”, XXVI th National Operational Research and Industrial Engineering Congress, p. 227-231, july 3-5 Kocaeli University, Kocaeli, 2006.
National Conference Proceedings Publications Berna Dengiz, Fulya Altiparmak, Burçin Cakir, “Stokastic Assemble Line balancing using Simulated Annealing XXVI th National Operational Research and Industrial Engineering Congress, p. 381-384, july 3-5 Kocaeli University, Kocaeli, 2006.
National Conference Proceedings Publications Önder Belgin and Berna Dengiz, “ Improvement of SME Productivity using Simulation: A survey on Turkish and European SMEs, Second Conference on SMEs and Productivity, Proceeding Book, p. 611-618, 2005.
National Conference Proceedings Publications Çiğdem Alabaş and Berna Dengiz, “Neighborhood Structure in Local Searc methods: An application for Vehicle Routing Problem XXIV th National Operational Research and Industrial Engineering Congress, Çukurova University, Adana, June 15-18, 2004.
National Conference Proceedings Publications Cigdem Alabas, Berna Dengiz, “A Hybrid Algorithm for Vehicle Rauting Problem ” XXIII th National Operational Research and Industrial Engineering Congress, Yeditepe University, Istanbul , 4-6 July, 2002.
National Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, “ A Neural Network Metamodel for A Stochastic Assamble Line” XXIII th National Operational Research and Industrial Engineering Congress, Yeditepe University, Istanbul , 4-6 July, 2002.
National Conference Proceedings Publications Berna Dengiz, Cigdem Alabas, “ Permutation Series Task Flows Scheduling ”XXIII th National Operational Research and Industrial Engineering Congress, Yeditepe University, Istanbul , July 4-6, 2002.
National Conference Proceedings Publications Berna Dengiz, Fulya Altiparmak, Akif A. Bulgak, “Optimization of Stochastic Systems Using Neural Networks and Simulated Annealing”, XXIII th National Operational Research and Industrial Engineering Congress, Yeditepe University, Istanbul , July 4-6, 2002.
National Conference Proceedings Publications Cigdem Alabas, Berna Dengiz., “A Hybride Algorithm Using Tabu search and Simulated Annealing for Permutation Seriea Task Flow Problem ”. XXIIth National Operational Research and Industrial Engineering Congress, Gazi University, Ankara, , 4-6 July, 2001, pp 32.
National Conference Proceedings Publications Berna Dengiz, Muzaffer BALABAN, “Performance Analysis of Transportation Networks with Simulation Modeling” XXIIth National Operational Research and Industrial Engineering Congress, Gazi University, Ankara, , 4-6 July, 2001.
National Conference Proceedings Publications Çigdem Alabas, Berna Dengiz “Training of Artificial Neural Networks Using Tabu search”, XXI th National Operational Research and Industrial Engineering Congress, East Mediterrian University, Magosa, CYPRUS, 12-14 June, 2000.
National Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, “Reliability Estimation of Networks Using Artificial Neural Networks”, XXI th National Operational Research and Industrial Engineering Congress, East Mediterrian University, Magosa, CYPRUS, 12-14 June, 2000.
National Conference Proceedings Publications Berna Dengiz, Kadri Yetis, “Performance Analysis of Computer Networks with Simulation”, XXI th National Operational Research and Industrial Engineering Congress, East Mediterrian University, Magosa, CYPRUS, 12-14 June, 2000.
National Conference Proceedings Publications Çigdem Alabas, Berna Dengiz, “Design of Communication Networks Using Tabu search”, XX th National Operational Research and Industrial Engineering Congress, Military Academy, Ankara, 89, June 1999, pp. 222-
National Conference Proceedings Publications Tamer AYAR, Berna Dengiz, “A Simulation Study and Experimental Design for Stochastic Assemle Line balancing”, 25th Aniversary of Çukurova Üniversity “Days of Statistics” 25-26 May 1998, Adana.
National Conference Proceedings Publications Cigdem Alabas, Fulya Altiparmak and Berna Dengiz, “The Optimization of Number of Kanbans Using Simulation and Meta Heuristics”. XIX th National Operational Research and Industrial Engineering Congress, 25-26 June, 1998, pp 20.
National Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, “Reliability Optimization of Communication Networks”, Proceedings of Statistics, Gazi University, Department of Statistics, Ankara, 26-27 October 1998, pp. 309-318.
National Conference Proceedings Publications Berna Dengiz, Fevzi KUTAY, İsmet DUMAN, "A Comparision of Railroads in Turkey and European Union", Second National Railroad Congress, 15-16-17 December 1997,
National Conference Proceedings Publications Altan OZKIL, Berna Dengiz,”Command Control and Communication
National Conference Proceedings Publications Aylin SUBASI, Berna Dengiz, "Operational Analysis in Closed Queueing System; A Case Study”. XVII. th National Operational Research and Industrial Engineering Congress, METU, Ankara, Turkey, 10-11 July, 1995, pp. 23-24.
National Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, "Communication Networks Optimization Using Genetic Algorithms", XVII th National Operational Research and Industrial Engineering Congress, METU, Ankara, 10-11 July, 1995, pp. 57.
National Conference Proceedings Publications Berna Dengiz, Akif A. Bulgak, Fulya Altiparmak, "Genetic Algorithms, Combinatorial Optimization : A Survey " XVII th National Operational Research and Industrial Engineering Congress, METU, Ankara, 10-11 July, 1995, pp. 57-58.
National Conference Proceedings Publications Akif A. Bulgak, Prakash D.Diwan, Berna Dengiz, "A Genetic Approach in Cost Optimization Assembly Systems", XVII th National Operational Research and Industrial Engineering Congress, METU, Ankara, 10-11 July, 1995, pp. 56.
National Conference Proceedings Publications Çigdem Alabas, Fulya Altiparmak, Berna Dengiz, “Kanban Optimization of Just In Time System Using Metaheuristics”, XVII th National Operational Research and Industrial Engineering Congress, METU, Ankara, 10-11 July, 1995, pp. 59.
National Conference Proceedings Publications Berna Dengiz, Fulya Altiparmak," Topological Optimization of Communication Networks Using Genetic Algorithms", The Fourth Turkish Symposium on Artificial Intelligence and Neural Networks, TUBİTAK Marmara Araştırma Merkezi, Gebze, Kocaeli, 26-28 Haziran, 1995. 167-179.
National Conference Proceedings Publications Berna Dengiz, Akif.A. Bulgak, Fulya Altiparmak, "Optimization of Stochastic Systems Using Genetic Algorithms", XVI th National Operational Research and Industrial Engineering Congress, Bilkent Üniversity, Ankara, Turkey, 13-15 July, 1994, pp. 64.
National Conference Proceedings Publications Murat Mentes, Berna Dengiz, ”A New Approach in PERT ” First National Econometrics and Statistics Congress , Nine September University, İzmir, Turkey., 11-12 November, 1993.
National Conference Proceedings Publications Serpil Erdogmus, Berna Dengiz, "Modeling of Just In Time System Using Simulation", Proceeding of The Advances in Simulation’92 Symposium, Bousphorus Univ.,İstanbul., 6-7 Temmuz, 1992.
National Conference Proceedings Publications Berna Dengiz, A.Sevtap Selçuk, Fulya Altiparmak, "Antithetic Variates in Simulation of Stochastic Networks: Efficiency Approach With Experimental Design", Proceeding of The Advances in Simulation’92 Symposium, Boğaziçi Univ.,İstanbul., 6-7 Temmuz, 1992, 129-136.
National Conference Proceedings Publications Aylin Subaşi, Berna Dengiz, "Testaş Elektronik Fabrikasında Test Ayar Bölümünde Bir Benzetim Uygulaması", Benzetimde İlerlemeler ’92 Sempozyumu Bildirileri, Boğaziçi Üniv., İstanbul, 6-7 Temmuz, 1992, 101-111.
National Conference Proceedings Publications Fulya Altiparmak, Berna Dengiz, "Sequentially Increased Batch Means Method in Output Analysis of Simulation", XIV th National Operational Research and Industrial Engineering Congress,. Istanbul Technical University, ITU, İstanbul, Turkey, 17-19 Haziran, 1991, pp. 224-225.
National Conference Proceedings Publications Berna Dengiz, "Generalized Lamda Distribution in Determination of Input Distribution", XI th National Operational Research and Industrial Engineering Proceeding, Marmara University, Istanbul, September 28-30, 1987, Vol 2, p.10-20.
Chapter In Book Smith, A.E., Berna Dengiz, Evolutionary Methods for Design of Reliable Networks, a chapter in Telecommunications Optimizations : Heuristic and Adaptive Methods, (D. Corne, editor), Wiley, 2001.
Chapter In Book Berna Dengiz, Output Analysis in Simulation, A Chapter in Encyclopedia of Informatics, (Editor. Tuncer Ören, Tuncer Üney, Rifat Çölkesen), 2006.
Chapter In Book Berna Dengiz, Neural Network Approaches in Health Systems, A Chapter in Cognitive Neuroscience, Vol.2. MN Medikal & Nobel, Edit. Prof .Sirel. Karakaş, Ph.D., 1141-1151, 2007.
Refereed Journal Articles Tansel İç, Y. Yurdakul M, Berna Dengiz, Development of a decision support system for robot selection, Robotics and Computer-Integrated Manufacturing, 29 (2013) 142–157, 2013. (SCI)
Refereed Journal Articles Şimşek B, Pakdil F, Dengiz B, Testik MC, Driver Performance Appraisal in Logistics Services: A Model Using Statistical Quality Control Tools, Transportation Research Part C, 26, 49-60, 2013 (SCI).
Refereed Journal Articles Kara İmdat, Ozge Nimet Koca, Fulya Altıparmak & Berna Dengiz, New integer linear programming formulation for the traveling salesman problem with time windows: minimizing tour duration with waiting times, Optimization: A Journal of Mathematical Programming and Operations Research , p.1309-1319- Volume 62, Issue 10, 2013 (SCI). DOI:10.1080/02331934.2013.824445 Special Issue: An overvi
Refereed Journal Articles Berna Dengiz and Önder Belgin, Simulation optimization of a multi-stage multi-product paint shop line with Response Surface Methodology, Simulation: Transaction of the Society for Modeling and Simulation International, Volume 90 Issue 3 March 2014 pp. 265 – 274 (SCI).
Refereed Journal Articles Cigdem Alabas-Uslu, Berna Dengiz, A Self-Adaptive Heuristic Algorithm for Combinatorial Optimization Problems, IJCIS, 2014, pp. 1-26 (SCI).
Refereed Journal Articles Burcin Cakir Erdener, Kwabena A. Pambour, Ricardo Bolado Lavin, Berna Dengiz, An Integrated Simulation Model for Analyzing Electricity and Gas Systems, International Journal of Electrical Power&Energy Systems, vol. 61, October 2014, pp. 410-420 (SCI).
Refereed Journal Articles Berna Dengiz, Cigdem Alabas-Uslu, A Self-Tuning Heuristic for the Design of Communication Networks , (2014)1-14, Journal of the Operational Research Society advance online publication 6 August 2014; doi:10.1057/jors.2014.74 (SCI).
Refereed Journal Articles Berna Dengiz,Yusuf Tansel İç,Önder Belgin, A Meta-Model Based Simulation Optimization Using Hybrid Simulation-Analytical Modeling to Increase the Productivity in Automotive Industry,Mathematics and Computers in Simulation,, Volume 120, February 2016, Pages 120-128

Teaching

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Currrent Teaching

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Teaching History

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I am at my office every day from 7:00 until 10:00 am, but you may consider a call to fix an appointment.