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Donald Davendra Ph.D.

Professor of Computer Science

Office: Samuelson 216-F

Phone: 509-963-2901

Email: Donald.Davendra@cwu.edu

 

 

Pedagogy

The following courses have been caught at CWU since Fall 2015:

  • CS 311: Computer Architecture 1: Assembly Language
  • CS 312: Computer Architecture 2
  • CS 471: Optmization
  • CS 481: Senior Capstone Project
  • CS 467/567: Computational Statistics

    Current Projects

    • GPU accelerated Actuarial Modelling
    • Swarm Evolutionary Algorithms including Deep Swarms
    • Intelligent manufacturing Systems
    • Machine Learning for Wildfire in Washington State

    Education

    • Habilitation (docent)
      • Thesis: "New Application of Evolutionary Algorithms for Combinatorial Optimisation"
      • University: VSB - Technical University of Ostrava, Ostrava, Czech Republic
      • Discipline: Informatics
      • Defended: 24 October, 2013, Admitted: 1 January, 2014
    • Doctor of Philosophy (Ph.D.)
      • Thesis: "Chaotic Attributes and Permutative Optimization"
      • University: Tomas Bata University in Zlin, Zlin, Czech Republic
      • Discipline: Technical Cybernetics
      • Defended: October, 2009
    • Master of Science (MSc.)
      • Thesis: "Hybrid Differential Evolution Algorithm-Scatter Search for Discrete Domain Problems"
      • University: University of the South Pacific, Suva, Fiji Islands
      • Discipline: Computing Science
      • Graduated: March, 2004
    • Post Graduate Diploma in Computing Science (PGDip.)
      • Final Project: "Drilling Machine Graphical User Interface (Design and Optimization)"
      • University: University of the South Pacific, Suva, Fiji Islands
      • Major: Computing Science
      • Graduated: December, 2002
    • Bachelor of Science (BSc.)
      • Final Project: "Flowshop scheduling using Differential Evolution Algorithm"
      • University: University of the South Pacific, Suva, Fiji Islands
      • Major: Computing Science/Electrical-Electronics Engineering
      • Graduated: December, 2001

    Employment

    Publications

    Monographs

    1. Onwubolu G and Davendra D (Eds) (2009) Differential Evolution: A handbook for Permutation-based Combinatorial Optimization. Springer, Germany. ISBN: 978-3-540- 92150-9

    2. Davendra D (Ed) (2010) Traveling Salesman Problem, Theory and Applications. InTech Publishing. ISBN: 978-953-307-426-9

    3. Davendra D and Zelinka I (Ed) (2016) Self-Organizing Migrating Algorithm: Methodology and Implementation. Springer, Germany. ISBN: 978-3-319-28161-2

    4. Davendra D and Bialic-Davendra M (Ed) (2020) Novel Trends in the Traveling Salesman Problem. InTech Publishing. ISBN: 978-1-83962-453-7

    Articles

    1. Onwubolu G and Davendra D (2006) Scheduling flow shops using differential evolution algorithm. European Journal of Operations Research. Vol. 171, Pp.674-679.
    2. Davendra D and Zelinka I (2009) Optimization of Quadratic Assignment Problem using Self Organising Migrating Algorithm. Journal of Computing and Informatics. Vol. 28, Pp. 169-180.
    3. Davendra D, Zelinka I and Senkerik R (2010) Chaos driven evolutionary algorithms for the task of PID control. Computers and Mathematics with Applications. Vol. 60. Issue 4. Pp. 1088-1104. ISSN: 0898-1221.
    4. Senkerik R, Zelinka I, Davendra D and Oplatkova Z (2010) Utilization of SOMA and Differential Evolution for Robust Stabilization of Chaotic Logistic Equation. Computers and Mathematics with Applications. Vol. 60. Issue 4. Pp. 1026-1037. ISSN: 0898-1221.
    5. Davendra D, Zelinka I, Bialic-Davendra M, Senkerik R and Jasek R (2012) Clustered Enhanced Differential Evolution for Blocking Flow Shop Scheduling Problem. Central European Journal of Operations Research. Vol 20, Issue 4, Pp 679-717.
    6. Zelinka I, Chadli M, Davendra D, Senkerik R and Jasek R (2013) An Investigation On Evolutionary Reconstruction Of Continuous Chaotic Systems. Mathematical and Computer Modelling. Vol 57, Num. 1-2, Pp 2-15
    7. Senkerik R, Davendra D, Zelinka I, Oplatkova, Z and Jasek, R (2012) Performance Comparison Of Differential Evolution And SOMA On Chaos Control Optimization Problem. International Journal of Bifurcation and Chaos. Vol. 22, No. 8
    8. Davendra D, Zelinka I, Bialic-Davendra M, Senkerik R and Jasek R (2013) Discrete Self-Organising Migrating Algorithm for Flow Shop Scheduling with No Wait Makespan. Mathematical and Computer Modelling. Vol 65, Num. 1-2, Pp. 100-110.
    9. Senkerik R, Oplatkova Z, Zelinka I and Davendra D (2013) Synthesis of Feedback Controller for Three Selected Chaotic Systems by Means of Evolutionary Techniques - Analytic Programming. Mathematical and Computer Modelling. Vol 57, Num. 1-2, Pp. 57-67.
    10. Davendra D and Bialic - Davendra M (2013) Scheduling flow shops with blocking using a discrete self-organising migrating algorithm. International Journal of Production Research. Vol 51, Issue 8, Pp. 2200-2218.
    11. Pluhacek M, Senkerik R, Davendra D, Kominkova Oplatkova Z and Zelinka I (2013) On the behavior and performance of chaos driven PSO algorithm with inertia weight. Computers and Mathematics with Applications. Vol. 66, Issue 2, Pp. 122-134.
    12. Davendra D, Senkerik R, Zelinka I, Pluhacek M and Bialic-Davendra M (2014) Utilising the chaos-induced discrete self organising migrating algorithm to solve the lot-streaming flowshop scheduling problem with setup time. Soft Computing. Vol 18, Num. 4, Pp. 669-681 
    13. Senkerik R, Oplatkova Z, Zelinka I, Chramcov B, Davendra D and Pluhacek M (2014) Utilization of analytic programming for the evolutionary synthesis of the robust multi-chaotic controller for selected sets of discrete chaotic systems. Soft Computing. Vol 18, Num. 4, Pp. 651-668
    14. Senkerik R, Pluhacek M, Davendra D, Zelinka I and Kominkova Z (2014) Chaos driven evolutionary algorithm: A new approach for evolutionary optimization. Soft Computing. Vol 18, Num. 4, Pp. 651-668
    15. Senkerik R, Pluhacek M, Zelinka I, Davendra D and Kominkova Z (2014) Chaos Enhanced Differential Evolution in the Task of Evolutionary Control of Selected Set of Discrete Chaotic Systems. The Scientific World Journal. Article ID 836484. 12 pages. doi:10.1155/2014/836484
    16. Zelinka I, Davendra D, Senkerik R, Pluhacek M (2014) Investigation on evolutionary predictive control of chemical reactor. Journal of Applied Logic. Vol 13, Num 2, Pp. 156-166
    17. Metlicka M and Davendra D (2015) Chaos driven discrete artificial bee algorithm for location and assignment optimisation problems. Swarm and Evolutionary Computation. Vol 25, Pp. 15-28, doi:10.1016/j.swevo.2015.03.002.
    18. Pluhacek M, Senkerik R and Davendra D (2015) Chaos particle swarm optimization with Ensemble of chaotic systems. Swarm and Evolutionary Computation. Vol 25, Pp. 29-35, doi:10.1016/j.swevo.2015.10.008.

    Book Chapters

    1. Onwubolu G and Davendra D (2009) Motivation for Differential Evolution for Permutative-Based Combinatorial Problems. In: Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization, (Eds) Onwubolu G and Davendra D. Springer, Germany, Pp. 1-11.
    2. Onwubolu G and Davendra D (2009) Differential Evolution for Permutation-Based Combinatorial Problems. In: Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization, (Eds) Onwubolu G and Davendra D. Springer, Germany, Pp. 13-34.
    3. Davendra D and Onwubolu G (2009) Forward Backward Transformation. In: Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization, (Eds) Onwubolu G and Davendra D. Springer, Germany, Pp. 35-80.
    4. Davendra D (2010) Edge of chaos and evolutionary algorithms. In: Evolutionary Algorithms and Chaotic Systems, (Eds) Zelinka I, Celikovsky S, Richter H and Chen G. Springer, Germany, Pp. 145-161.
    5. Davendra D and Zelinka I (2010) Controller parameters optimization on a representative set of systems using deterministic-chaotic-mutation evolutionary algorithms. In: Evolutionary Algorithms and Chaotic Systems, (Eds) Zelinka I, Celikovsky S, Richter H and Chen G. Springer, Germany, Pp. 447-480.
    6. Davendra D, Zelinka I and Onwubolu G (2010) Chaotic Attributes and Permutative Optimization. In: Evolutionary Algorithms and Chaotic Systems, (Eds) Zelinka I, Celikovsky S, Richter H and Chen G. Springer, Germany, Pp. 481-521.
    7. Senkerik R, Zelinka I, Davendra D and Oplatkova Z (2010) Evolutionary design of chaos control in 1D . In: Evolutionary Algorithms and Chaotic Systems, (Eds) Zelinka I, Celikovsky S, Richter H and Chen G. Springer, Germany, Pp. 165-190
    8. Davendra D, Zelinka I and Onwubolu G (2009) Hybrid differential evolution - scatter search algorithm for permutative optimization. In: Evolutionary Computation, (Eds) Wellington dos S. InTech Publishing, Croatia, Pp. 273-296, ISBN 978-953-307-006-3
    9. Davendra D, Zelinka I, Senkerik R and Bialic-Davendra M (2010) Chaos driven evolutionary algorithm for the Traveling Salesman Problem. In: Traveling Salesman Problem, Theory and Applications, (Ed) Davendra D. InTech Publishing, Pp. 55-70. ISBN 978-953-307-426-9.
    10. Zelinka I, Davendra D, Senkerik R, Jasek R and Oplatkova Z (2011) Analytical Programming - a Novel Approach for Evolutionary Synthesis of Symbolic Structures. In: Evolutionary Algorithms, (Ed) Kita E. InTech Publishing, Pp. 149-173. ISBN 978-953-307-171-8.
    11. Davendra D and Zelinka I (2012) GPU Based Enhanced Differential Evolution Algorithm: A Comparison between CUDA and OpenCL. In: Handbook of Optimization: From Classical to Modern Approach, (Eds) Zelinka I, Snasel V and Abraham A. Pp. 845-868. ISBN 978-3-642-30503-0.
    12. Davendra D, Zelinka I and Onwubolu G (2012) Hybrid Self Organising Migrating - Scatter Search Algorithm. In: Handbook of Optimization: From Classical to Modern Approach, (Eds) Zelinka I, Snasel V and Abraham A. Pp. 889-906. ISBN 978-3-642-30503-0.
    13. Senkerik R, Oplatkova Z, Zelinka I, Davendra D and Jasek R (2012) Application of Evolutionary Techniques for Optimization of Chaos Control - Introduction of Three Approaches. In: Handbook of Optimization: From Classical to Modern Approach, (Eds) Zelinka I, Snasel V and Abraham A. Pp. 801-820. ISBN 978-3-642-30503-0.
    14. Guimaraes F, Silva R, Prado R, Neto O and Davendra D (2012) Flow Shop Scheduling Using a General Approach for Differential Evolution. In: Handbook of Optimiza- tion: From Classical to Modern Approach, (Eds) Zelinka I, Snasel V and Abraham A. Pp. 597-614. ISBN 978-3-642-30503-0.
    15. Zelinka I, Davendra D, Chadli M, Senkerik R, Dao T and Skanderova L (2012) Evolutionary Dynamics and Complex Networks. In: Handbook of Optimization: From Classical to Modern Approach, (Eds) Zelinka I, Snasel V and Abraham A. Pp. 215-244. ISBN 978-3-642-30503-0.
    16. Davendra D, Zelinka I, Pluhacek M and Senkerik R (2016) DSOMA—Discrete Self Organising Migrating Algorithm. In: Self-Organizing Migrating Algorithm: Methodology and Implementation, (Eds) Davendra D and Zelinka I. Springer, Germany, Pp. 51-65.
    17. Behalek M, Gajdos P and Davendra D (2016) Utilization of Parallel Computing for Discrete Self-organizing Migration Algorithm. In: Self-Organizing Migrating Algorithm: Methodology and Implementation, (Eds) Davendra D and Zelinka I. Springer, Germany, Pp. 121-146.
    18. Pluhacek M, Zelinka I, Senkerik R and Davendra D (2016) Inspired in SOMA: Perturbation Vector Embedded into the Chaotic PSO Algorithm Driven by Lozi Chaotic Map. In: Self-Organizing Migrating Algorithm: Methodology and Implementation, (Eds) Davendra D and Zelinka I. Springer, Germany, Pp. 277-289.
    19. Davendra D, Onwubolu G and Zelinka I (2016) Group Method of Data Handing Using Discrete Differential Evolution in Matlab. In: GMDH-Methodology and Implementation in MATLAB, (Ed) Onwubolu, G. Imperial Collage Press. Pp. 229-260. ISBN: 978-1-78326-612-8
    20. Magdalena M and Davendra D (2018) Comparison of Vertex Centrality Measures in Complex Network Analysis Based on Adaptive Artificial Bee Colony Algorithm. In. Evolutionary Algorithms, Swarm Dynamics and Complex Networks, (Ed) Zelinka I and Chen G. Springer, Germany, Pp. 161-176. ISBN: 978-3-662-55661-0.
    21. Zelinka I, Davendra D, Skanderová L, Vantuch T, Kojecky L and Bukácek M (2019) From Darwinian Evolution to Swarm Computation and Gamesourcing. In. From Parallel to Emergent Computing, (Ed) Adamatzky A, Akl S, Sirakoulis G Sh. CRC Press, ISBN: 978-1138054011
    22. Davendra D and Bialic-Davendra M (2020) Introductory Chapter: Traveling Salesman Problem - An Overview. In. Novel Trends in the Traveling Salesman Problem, (Ed) Davendra D and Bialic-Davendra M. InTech Publishing, UK. Pp. 1-6. ISBN: 978-1-83962-453-7
    23. Davendra D, Metlicka M and Bialic-Davendra M (2020) CUDA Accelerated 2-OPT Local Search for the Traveling Salesman Problem. In. Novel Trends in the Traveling Salesman Problem, (Ed) Davendra D and Bialic-Davendra M. InTech Publishing, UK. Pp. 7-28. ISBN: 978-1-83962-453-7

    Conferences

    1. Davendra D and Onwubolu G (2007) Flow Shop Scheduling using Enhanced Differential Evolution. Proceeding of the 21st European Conference on Modelling and Simulation, June 4-5, Prague, Czech Republic Pp. 259-264
    2. Davendra D, Zelinka I and Onwubolu G (2007) Chaotic Optimization. Proceeding of the 21st European Conference on Modelling and Simulation, June 4-5, Prague, Czech Republic Pp. 265-273
    3. Davendra D and Onwubolu G (2007) Enhanced Differential Evolution hybrid Scatter Search for Discrete Optimisation. Proceeding of the IEEE Congress on Evolutionary Computation, Sept 25-28, Singapore Pp. 1156-1162
    4. Senkerik R, Zelinka I and Davendra D (2007) Comparison of Evolutionary Algorithms in the Task of Chaos Control Optimization. In. Proceedings of the IEEE Congress on Evolutionary Computation. Singapore. September 25-28. Pp. 3952- 3958.
    5. Davendra D and Zelinka I (2008) Optimization of Quadratic Assignment Problem using Self Organising Migrating Algorithm. In. Proceedings of the European Workshop on Intelligent Computational Methods and Applied Mathematics. Krakow, Poland. March 28-31.
    6. Davendra D and Zelinka I (2008) Flow Shop Scheduling using Self Organising Migrating Algorithm. In. Proceedings of the European Conference of Modelling and Simulation. Nisosia, Cyprus. June 3-6. Pp. 195-200
    7. Davendra D, Zelinka I and Onwubolu G (2009) Clustered Population Differential Evolution for Quadratic Assignment Problem. Proceeding of the IEEE Congress on Evolutionary Computation, May 18-21, Trondheim, Norway.
    8. Davendra D, Zelinka I and Onwubolu G (2009) Flow shop Scheduling using Clustered Differential Evolution. Proceeding of the 23rd European Conference on Modelling and Simulation, June 9-12, Madrid, Spain.
    9. Davendra D, Zelinka I and Senkirik R (2009) Clustered Self Organising Migrating Algorithm for the Quadratic Assignment Problem. Proceeding of the 2nd Global Conference on Power and Optimization, June 1-3, Bali, Indonesia.
    10. Zelinka I, Senkerik R, Oplatkova Z and Davendra D (2009) Evolutionary Identification of Chaotic System. Proceeding of the Choas 09, June 22-24, London.
    11. Senkerik R, Zelinka I, Oplatkova Z and Davendra D (2009) Evolutionary synthesis and control of chaotic systems. Proceeding of the Choas 09, June 22-24, London.
    12. Davendra D, Zelinka I and Senkerik R (2010) Chaos driven Differential Evolution for PID controller design. Proceeding of the 3rd Global Conference on Power and Optimization, February 2-4, Gold Coast, Australia.
    13. Senkerik R, Zelinka I, Davendra D and Oplatkova Z (2010) Advanced targeting cost function design for evolutionary optimization of control of Logistic equation. Proceeding of the 3rd Global Conference on Power and Optimization, February 2-4, Gold Coast, Australia.
    14. Davendra D, Zelinka I, Senkerik R and Jasek R (2010) Discrete Self-Organising Migrating Algorithm for Flow Shop Scheduling with No Wait Makespan. Proceeding of the 4th Global Conference on Power and Optimization, December 2-4, Kuching, Malaysia. ISBN: 978-983-44483-32
    15. Zelinka I, Davendra D Senkerik R and Jasek R (2010) An Investigation on Evolutionary Identification of Continuous Chaotic Systems. Proceeding of the 4th Global Conference on Power and Optimization, December 2-4, Kuching, Malaysia. ISBN: 978-983-44483-3
    16. Zelinka I, Davendra D, Snasel V, Jasek R, Senkerik R and Oplatkova Z (2010) An Investigation on Evolutionary Identification of Continuous Chaotic Systems. Proceeding of the International Conference on Computer Information Systems and Industrial Management Applications, October 8-10, Krakow, Poland. Pp. 148-153. ISBN: 978-1-4244-5612-3
    17. Oplatkova Z, Senkerik R, Zelinka I, Davendra D and Jasek R (2011) Evolutionary Synthesis of Controller for Stabilization of Synthesized Chaotic System Oscillations. Proceeding of the 17th Soft computing Conference MENDEL 2011, Pp. 73-80, June 15-17, Brno, Czech Republic. ISBN 978-80-214-4302-0
    18. Zelinka I, Davendra D, Senkerik R and Jasek R (2011) Evolutionary Identification of Catastrophic Events. Proceeding of the 17th Soft computing Conference MENDEL 2011, Pp. 94-102, June 15-17, Brno, Czech Republic. ISBN 978-80-214-4302-0
    19. Davendra D, Zelinka I, Bialic-Davendra M, Senkerik R and Jasek R (2011) Discrete Self Organising Migrating Algorithm For The Task Of Capacitated Vehicle Routing Problem. Proceeding of the 17th Soft computing Conference MENDEL 2011, Pp. 259-265. June 15-17, Brno, Czech Republic. ISBN 978-80-214-4302-0
    20. Senkerik R, Oplatkova Z, Zelinka I, Davendra D and Jasek R (2011) Synthesis of Feedback Control Law for Stabilization of Chaotic System Oscillations by means of Analytic Programming - Preliminary Study. Proceeding of the 5th Global Conference on Power and Optimization, June 1-3, Dubai, UAE. ISBN: 983-44483-49
    21. Senkerik R, Davendra D, Zelinka I, Pluhacek M and Oplatkova Z (2012) An Investigation On The Differential Evolution Driven By Selected Discrete Chaotic Systems. Proceeding of the 18th Soft computing Conference MENDEL 2012, Pp. 157-162. June 27-29, Brno, Czech Republic. ISBN 978-80-214-4540-6.
    22. Pluhacek M, Senkerik R, Davendra D and Zelinka I (2012) PID Controller Design For 4th Order System By Means of Enhansed PSO Algorithm With Lozi Chaotic Map. Proceeding of the 18th Soft computing Conference MENDEL 2012, Pp. 35-39. June 27-29, Brno, Czech Republic. ISBN 978-80-214-4540-6.
    23. Zelinka I, Skanderova L, Davendra D and Oplatkova Z (2012) Evolutionary Dynamics And Complex Networks. Proceeding of the 18th Soft computing Conference MENDEL 2012, Pp. 88-93. June 27-29, Brno, Czech Republic. ISBN 978-80-214- 4540-6.
    24. Davendra D, Gaura J, Bialic-Davendra M and Senkerik R (2012) CUDA Based Enhanced Differential Evolution: A Computational Analysis. Proceeding of the 26th European Conference on Modelling and Simulation, Pp. 399-404, May 29 - June 1, Koblenz, Germany. ISBN: 978-0-9564944-4-3, doi: 10.7148/2012
    25. Oplatkova Z, Senkerik R, Zelinka I and Davendra D (2012) Utilization Of Analytic Programming For The Stabilization Of High Order Oscillations Of Chaotic Hénon Map. Proceeding of the 26th European Conference on Modelling and Simulation, Pp. 410-418, May 29 - June 1, Koblenz, Germany. ISBN: 978-0-9564944-4-3, doi: 10.7148/2012
    26. Pluhacek M, Senkerik R, Davendra D and Zelinka I (2012) Designing PID Con- troller For DC Motor System By Means Of Enhanced PSO Algorithm With Discrete Chaotic Lozi Map. Proceeding of the 26th European Conference on Modelling and Simulation, Pp. 405-409, May 29 - June 1, Koblenz, Germany. ISBN: 978-0- 9564944-4-3, doi: 10.7148/2012
    27. Bernardes de Oliveira F, Davendra D and Guimaraes F (2012) Multi-Objective Differential Evolution on the GPU with C-CUDA. Proceeding of the 7th International Conference on Soft Computing Models in Industrial and Environmental Applications, Pp. 123-132, September 5-7. Ostrava, Czech Republic.
    28. Senkerik R, Davendra D, Zelinka I, Oplatkova Z and Pluhacek M (2012) Optimization of the Batch Reactor by means of Chaos Driven Differential Evolution. Proceeding of the 7th International Conference on Soft Computing Models in Industrial and Environmental Applications, Pp. 93-102, September 5-7. Ostrava, Czech Republic.
    29. Pluhacek M, Senkerik R, Davendra D and Zelinka I (2012) Designing PID Controller for DC Motor by Means of Enhanced PSO Algorithm with Dissipative Chaotic Map. Proceeding of the 7th International Conference on Soft Computing Models in Industrial and Environmental Applications, Pp. 475-484, September 5-7. Ostrava, Czech Republic.
    30. Senkerik R, Davendra D, Zelinka I, Pluhacek M and Oplatkova Z (2012) An Investigation On The Chaos Driven Differential Evolution: An Initial Study. Proceedings of the Fifth Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012. May 24-25, Bohinj, Slovenia. ISBN: 978-961-264-043-9.
    31. Zelinka I, Skanderova L, Davendra D and Oplatkova Z (2012) Controlling Complexity. Proceedings of the International Conference of Numerical Analysis and Applied Mathematics, ICNAAN 2012, Pp 654-657, September 19-25, Kos, Greece. ISBN: 978-0-7354-1089-3.
    32. Pluhacek M, Senkerik R, Davendra D and Zelinka I (2012) Designing PID Controller for 4th Order System by Means of Enhanced PSO Algorithm With Discrete Chaotic Dissipative Standard Map. Proceedings of the 9th International Multidisci- plinary Modeling & Simulation Multiconference, Pp. 396-400, September 19-21, Vienna, Austria. ISBN: 978-99-97999-14-0.
    33. Senkerik R, Oplatkova Z, Zelinka I, Davendra D and Pluhacek M (2012) Utilization of Analytic Programming for the Stabiliztion of High Order Oscillations of Chaotic Logistic Equation. Proceedings of the 9th International Multidisciplinary Modeling & Simulation Multiconference, Pp. 458-464, September 19-21, Vienna, Austria. ISBN: 978-99-97999-14-0.
    34. Senkerik R, Oplatkova Z, Davendra D and Zelinka I (2012) Evolutionary and Meta-Evolutionary Approach For The Optimization Of Chaos Control. Swarm and Evolutionary Computation, (Eds). Rutkowski L, Korytkowski M, Scherer R, Tadeusiewicz R, Zahed L, Zurada J. Proceedings of the International Symposia SIDE, EC and ICAISC 2012, Pp. 350-358. April 29 - May 3, Zakopane, Poland. ISBN: 978-3-642-29352-8.
    35. Zelinka I, Davendra D, Senkerik R and Jasek R (2012) Evolutionary Techniques and its Possibility to Identify Catastrophic Events. Proceedings of the Sixth Global Conference on Power Control and Optimization, American Institute of Physics Conference Proceedings, 1499,351(2012), Pp. 351-356. doi: 10.1063/1.4769013.
    36. Davendra D, Zelinka I, Senkerik R, Jasek R and Bialic-Davendra M (2012) Hybrid Self Organizing Migrating Algorithm - Scatter Search for the Task of Capacitated Vehicle Routing Problem. Proceedings of the Sixth Global Conference on Power Control and Optimization, American Institute of Physics Conference Proceedings, 1499,344(2012), Pp.344-350. doi: 10.1063/1.4769012.
    37. Senkerik R, Davendra D, Zelinka I and Oplatkova Z (2012) Influence of chaotic dynamics on the performance of evolutionary algorithms - An initial study. Numerical Analysis and Applied Mathematics. ICNAAM 2012, American Institute of Physics Conference Proceedings, 1499,627(2012), Pp. 627-630. doi: 10.1063/1.4756212.
    38. Senkerik R, Oplatkova Z, Zelinka I, Davendra D and Jasek R (2012) Synthesis of Feedback Controller for Chaotic Systems by Means of Evolutionary Techniques. Proceedings of the Sixth Global Conference on Power Control and Optimiza- tion, American Institute of Physics Conference Proceedings, 1499, 196(2012), Pp. 196-202. doi: 10.1063/1.4768987.
    39. Zelinka I, Davendra D and Skanderova L (2012) Visualization of Complex Networks Dynamics: Case Study. Proceeding of the International IFIP TC 6 Workshops ETICS, HetsNets, and CompNets, NETWORKING 2012, Pp. 145-150. May 25, Prague, Czech Republic. Lecture Notes in Computer Science. Volume 7291, ISSN 0302-9743.
    40. Davendra D, Bialic-Davendra M and Senkerik R (2013) Scheduling the Lot-Streaming Flowshop Scheduling Problem with Setup Time with the Chaos-Induced Enhanced Differential Evolution. Proceeding of the 2013 IEEE Symposium Series on Computational Intelligence (SSCI), Pp. 399-404, April 20-26, Singapore. IEEE Catalog Number: CFP13COI-USB, ISBN: 978-1-4673-5847-7.
    41. Pluhacek M, Senkerik R, Zelinka I and Davendra D (2013) Chaos PSO Algorithm Driven Alternately by two Different Chaotic Maps - an Initial Study. Proceedings of the 2013 IEEE Congress on Evolutionary Computation. June 20-23, Pp. 2444 - 2449, Cancun, Mexico.
    42. Senkerik R, Pluhacek M, Oplatkova Z, Davendra D and Zelinka I (2013) Investigation on the Differential Evolution Driven by Selected Six Chaotic Systems in the Task of Reactor Geometry Optimization. Proceedings of the 2013 IEEE Congress on Evolutionary Computation. June 20-23, Pp. 3087 - 3094, Cancun, Mexico.
    43. Davendra D, Senkerik R, Zelinka I, Pluhacek M and Bialic-Davendra M (2013) Utilising the Chaos-Induced Discrete Self Organising Migrating Algorithm to Schedule the Lot-Streaming Flowshop Scheduling Problem with Setup Time. Nostradamus 2013: Prediction, Modelling and Analysis of Complex Systems, Zelinka I, Chen G, Rossler O, Snasel V and Abraham A (eds). Advancers in Intelligent Systems and Computing (Vol. 210), Springer. Pp. 31-46, June 3-4, Ostrava, Czech Republic.
    44. Zelinka I, Chadli M, Davendra D, Senkerik R, Pluhacek M and Lampinen J (2013) Hidden Periodicity - Chaos Dependence on Numerical Precision. Nostradamus 2013: Prediction, Modelling and Analysis of Complex Systems, Zelinka I, Chen G, Rossler O, Snasel V and Abraham A (eds). Advancers in Intelligent Systems and Computing (Vol. 210), Springer. Pp. 47-59, June 3-4, Ostrava, Czech Republic.
    45. Zelinka I, Chadli M, Davendra D, Senkerik R, Pluhacek M and Lampinen J (2013) Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study. Nostradamus 2013: Prediction, Modelling and Analysis of Complex Systems, Zelinka I, Chen G, Rossler O, Snasel V and Abraham A (eds). Advancers in Intelligent Systems and Computing (Vol. 210), Springer. Pp. 61-75, June 3-4, Ostrava, Czech Republic.
    46. Pluhacek M, Senkerik R, Zelinka I and Davendra D (2013) New Adaptive Approach for Chaos PSO Algorithm Driven Alternately by Two Different Chaotic Maps - An Initial Study. Nostradamus 2013: Prediction, Modelling and Analysis of Complex Systems, Zelinka I, Chen G, Rossler O, Snasel V and Abraham A (eds). Advancers in Intelligent Systems and Computing (Vol. 210), Springer. Pp. 77-87, June 3-4, Ostrava, Czech Republic.
    47. Pluhacek M, Senkerik R, Zelinka I and Davendra D (2013) On the Performance of Enhanced PSO Algorithm with Dissipative Chaotic Map in the Task of High Dimensional Optimization Problems. Nostradamus 2013: Prediction, Modelling and Analysis of Complex Systems, Zelinka I, Chen G, Rossler O, Snasel V and Abraham A (eds). Advancers in Intelligent Systems and Computing (Vol. 210), Springer. Pp. 77-87, June 3-4, Ostrava, Czech Republic.
    48. Davendra D, Bialic-Davendra M, Senkerik R and Pluhacek M (2013) Scheduling the Flow Shop with Blocking Problem with the Chaos-Induced Disceret Self Organising Migrating Algorithm. Proceeding of the 27th European Conference on Modelling and Simulation, Pp. 386-392, May 27 - 30, Alesund, Norway. ISBN: 978-0-9564944- 6-7, doi: 10.7148/2013
    49. Pluhacek M, Senkerik R, Zelinka I and Davendra D (2013) Multiple Chaos strategies for the PSO Algorithm - Performance Analysis on Shifted Test Functions. Proceeding of the 27th European Conference on Modelling and Simulation, Pp. 386-392, May 27 - 30, Alesund, Norway. ISBN: 978-0-9564944-6-7, doi: 10.7148/2013
    50. Senkerik R, Davendra D, Zelinka I, Pluhacek M and Oplatkova Z (2013) On the Differential Evolution Driven by Selected Discrete Chaotic Systems: Extended Study. Proceeding of the 19th Soft computing Conference MENDEL 2013, Pp. 137-144. June 26-28, Brno, Czech Republic. ISBN: 978-80-214-4755-4.
    51. Pluhacek M, Senkerik R, Zelinka I and Davendra D (2013) Extensive Study on the Performance of PSO Algorithm Enhanced with Burgers Chaotic Map. Proceeding of the 19th Soft computing Conference MENDEL 2013, Pp. 161-166. June 26-28, Brno, Czech Republic. ISBN: 978-80-214-4755-4.
    52. Pluhacek M, Senkerik R, Zelinka I and Davendra D (2013) Designing PID Controllers by Means of PSO Algorithm Enhanced by Various Chaotic Maps. Proceeding of the 8th EUROSIM Congress on Modelling and Simulation 2013, Pp. 19-23. September 10-13, Cardiff, Wales. ISBN: 978-0-7695-5073-2.
    53. Senkerik R, Pluhacek M, Davendra D, Zelinka I and Kominkova Z (2013) Chaos Driven Evolutionary Algorithm: a New Approach for Evolutionary Optimization. Recent advances in systems, control and informatics: proceedings of the 2013 International conference on systems, control and informatics (SCI 2013), Pp. 117-122. September 28-30, Venice, Italy. ISBN: 978-1-61804-206-4.
    54. Davendra D, Zelinka I, Senkerik R and Pluhacek M (2014) Complex Network Analysis of Evolutionary Algorithms Applied to Combinatorial Optimisation Problem. In: Komer P., Abraham A. and Snasel, V. (Eds.), Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2014, Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg, Pp. 141-150.
    55. Davendra D, Zelinka I, Senkerik R and Pluhacek M (2014) Complex Network Analysis of Discrete Self-organising Migrating Algorithm. In: Zelinka I., Suganthan P., Chen G., Snasel V., Abraham A. and Rossler O. (Eds.) Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems, Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg. Pp. 161-174.
    56. Pluhacek M, Senkerik R, Zelinka I and Davendra D (2014) Tuning the Lozi Map in Chaos Driven PSO Inspired by the Multi-Chaotic Approach. In: Zelinka I., Suganthan P., Chen G., Snasel V., Abraham A. and Rossler O. (Eds.) Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems, Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg. Pp. 79-88.
    57. Senkerik R, Pluhacek M, Zelinka I, Davendra D and Kominkova Z (2013) Multi Chaotic Differential Evolution: Determining the Switching Time. In: Zelinka I., Suganthan P., Chen G., Snasel V., Abraham A. and Rossler O. (Eds.) Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems, Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg. Pp. 99-110.
    58. Pluhacek M, Senkerik R, Zelinka I and Davendra D (2014) Chaos Driven PSO with Ensemble of Priority Factors. In: Zelinka I., Suganthan P., Chen G., Snasel V., Abraham A. and Rossler O. (Eds.) Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems, Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg. Pp. 89-98.
    59. Metlicka M and Davendra D. (2014) Scheduling the Flowshop with Zero Intermediate Storage using Chaotic Discrete Artificial Bee Algorithm. In: Zelinka I., Suganthan P., Chen G., Snasel V., Abraham A. and Rossler O. (Eds.) Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems, Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg. Pp. 141-152.
    60. Davendra D, Senkerik R., Zelinka I. and Pluhacek M. (2014) Scatter Search Algorithm with Chaos based Stochasticity. In Proceeding of the 2014 IEEE World Congress on Computational Intelligence (WCCI), Beijing, China, 6-11 Jul, 2014.
    61. Zelinka I, Lampinen J, Senkerik R, Pluhacek M and Davendra D. (2014) Evolutionary Algorithms Dynamics and its Hidden Complex Network Structures. In Proceeding of the 2014 IEEE World Congress on Computational Intelligence (WCCI), Beijing, China, 6-11 Jul, 2014.
    62. Metlicka M and Davendra D. (2014) Chaos-Driven Discrete Artificial Bee Colony. In Proceeding of the 2014 IEEE World Congress on Computational Intelligence (WCCI), Beijing, China, 6-11 Jul.
    63. Stauffer M, Ryter R, Davendra D, Dornberger R and Hanne T. (2014) A Genetic Algorithm with an embedded Ikeda Map applied to an order picking problem in an multi aisle warehouse. In Proceeding of the 2014 IEEE Symposium Series on Computational Intelligence (SSCI), Orlando, Florida, USA, 9-12 Dec, Pp. 53-58.
    64. Davendra D, Zelinka I, Metlicka M, Senkerik R and Pluhacek M (2014) Complex Network Analysis of Differential Evolution Algorithm applied to Flowshop with No-Wait Problem. In Proceeding of the 2014 IEEE Symposium Series on Computational Intelligence (SSCI), Orlando, Florida, USA, 9-12 Dec, Pp. 65-72.
    65. Pluhacek M, Senkerik R, Davendra D and Zelinka I (2014) Gathering Algorithm: A New Concept of PSO based Metaheuristic with dimensional mutation. In Proceeding of the 2014 IEEE Symposium Series on Computational Intelligence (SSCI), Orlando, Florida, USA, 9-12 Dec, Pp. 42-47.
    66. Metlicka M, Davendra D, Hermann F, Meier M and Amann M. (2014) GPU Accelerated NEH Algorithm. In Proceeding of the 2014 IEEE Symposium Series on Computational Intelligence (SSCI), Orlando, Florida, USA, 9-12 Dec, Pp. 114-119.
    67. Pluhacek M, Senkerik R, Zelinka I and Davendra D (2015) MC-PSO/DE hybrid with repulsive strategy - Initial study. 10th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2015, Bilbao, Spain 22 - 24 June, Lecture Notes in Artificial Intelligence, Springer, Vol 9121, Pp 213-220.
    68. Senkerik R, Pluhacek M, Davendra D, Zelinka I and Janostik J (2015) New adaptive approach for multi-chaotic differential evolution concept. 10th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2015, Bilbao, Spain 22 - 24 June, Lecture Notes in Artificial Intelligence, Sringer, Vol 9121, Pp 234-243.
    69. Senkerik R, Pluhacek M, Davendra D, Zelinka I and Oplatkova Z (2015) Simulation of time-continuous chaotic UEDA oscillator as the generator of random numbers for heuristic. Proceeding of the 29th European Conference on Modelling and Simulation, Pp. 543-548, May 26 - 29, Varna, Bulgaria. ISBN: 978-0-9932440-0-1
    70. Matejcik L and Davendra D (2015) Ensemble Population based Discrete Harmony Search Algorithm for the Job Shop Scheduling Problem. Proceeding of the 29th European Conference on Modelling and Simulation, Pp. 412-417, May 26 - 29, Varna, Bulgaria. ISBN: 978-0-9932440-0-1
    71. Pluhacek M, Senkerik R and Davendra D (2015) Multiple Choice Strategy with Dimensional Mutation for PSO Algorithm Enhanced with Chaotic Dissipative Standard Map. In Proceeding of the 2015 IEEE Congress on Evolutionary Computation (CEC), Sendai, Japan, 25-28 July, Pp. 1404-1409.
    72. Senkerik R, Pluhacek M and Davendra D (2015) On the Parameter Settings for the Chaotic Dynamics Embedded Differential Evolution. In Proceeding of the 2015 IEEE Congress on Evolutionary Computation (CEC), Sendai, Japan, 25-28 July, Pp. 1410-1417.
    73. Metlicka M and Davendra D (2015) Ensemble centralities based adaptive artificial bee algorithm. In Proceeding of the 2015 IEEE Congress on Evolutionary Computation (CEC), Sendai, Japan, 25-28 July, Pp. 3370-3376.
    74. Senkerik R, Pluhacek M, Zelinka I, Davendra D and Janostik, J. (2016) Preliminary study on the randomization and sequencing for the chaos embedded heuristic. Advances in Intelligent Systems and Computing, 427, Pp. 591-601.
    75. Pluhacek M, Janostik J, Senkerik R, Zelinka I, Davendra D. (2016) PSO as complex network-capturing the inner dynamics-initial study. Advances in Intelligent Systems and Computing, 427, Pp. 551-559.
    76. Metlicka M and Davendra D (2016) Complex Network Analysis based Adaptive Differential Evolution. In Proceeding of the 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24-29 July, Pp. 3338–3345.
    77. Metlicka M and Davendra D (2016) Complex Network based Adaptive Artificial Bee Colony algorithm. In Proceeding of the 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24-29 July, Pp. 3324-3331.
    78. Senkerik R, Viktorin A, Pluhacek M, Janostik J and Davendra D (2016) On the Influence of Different Randomization and Complex Network Analysis for Differential Evolution. In Proceeding of the 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24-29 July, Pp. 3346-3353.
    79. Pluhacek M, Senkerik R, Viktorin A, Janostik J and Davendra D (2016) Complex Network Analysis in PSO as an Fitness Landscape Classifier. In Proceeding of the 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24-29 July, Pp. 3332-3337.
    80. Metlicka M and Davendra D (2017) Adaptive Firefly Algorithm Based on Complex Network Analysis of Population Dynamics. In Proceeding of the 2017 IEEE Symposium Series on Computational Intelligence (SSCI). Hawaii, USA, 27 Nov - 1 Dec, Pp. 1–8.
    81. Davendra D and Martinek P. (2020) An Optimised Hybrid Group Method in Data Handling (GMDH) Network. In: Zelinka I., Brandstetter P., Trong Dao T., Hoang Duy V., Kim S. (eds) AETA 2018 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application. AETA 2018. Lecture Notes in Electrical Engineering, vol 554. Springer, Cham
    82. Davendra D, Chueh C and Hamel E. (2020) A CUDA Approach for Scenario Reduction in Hedging Models. In: Zelinka I., Brandstetter P., Trong Dao T., Hoang Duy V., Kim S. (eds) AETA 2018 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application. AETA 2018. Lecture Notes in Electrical Engineering, vol 554. Springer, Cham
    83. Davendra D, Hermann F and Bialic-Davendra M. (2020) Scheduling Tardiness Constrained Flow Shop with Simultaneously Loaded Stations Using Genetic Algorithm. In Proceedings of the 4th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence (ISMSI) 2020. Thimphu, Kingdom of Bhutan, 21-22 March, Pp. 93-98.
    84. Davendra D and Bialic-Davendra M. (2020) Discrete Self Organizing Algorithm for Pollution Vehicle Routing Problem. In Proceeding of the Genetic and Evolutionary Computation Conference (GECCO) 2020. Cancun, Mexico, 8-12 July, Pp. 1426-1433
    85. Davendra D, Bialic-Davendra M and Metlicka M (2022) Chaotic Ant Lion Optimization Algorithm. 2022 IEEE Workshop on Complexity in Engineering (COMPENG). Florence, Italy, 18-20 July, Pp. 1-5
    86. Davendra D and Jason Torrence (2022) Crosshair Optimizer. 2022 IEEE Workshop on Complexity in Engineering (COMPENG). Florence, Italy, 18-20 July, Pp. 1-5

     

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