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Noureddine Bouhmala

Noureddine Bouhmala

Associate Professor

Department of Information and Communication Technology >

 

+47 37 23 33 21

+47 962 21 615

Scientific publications

  • Nordli, Thomas; Bouhmala, Noureddine (2022). A Look-Ahead Based Meta-heuristics for Optimizing Continuous Optimization Problems. Communications in Computer and Information Science (CCIS). ISSN: 1865-0929. 1488s 48 - 55. doi:10.1007/978-3-030-91885-9_4.
  • Jaramillo Jimenez, Veronica; Bouhmala, Noureddine; Gausdal, Anne Haugen (2020). Developing a predictive maintenance model for vessel machinery. Journal of Ocean Engineering and Science. ISSN: 2468-0133. 5 (4). s 358 - 386. doi:10.1016/j.joes.2020.03.003.
  • Berntzen, Lasse; Florea, Adrian; Molder, Cristian; Bouhmala, Noureddine (2019). A Strategy for Drone Traffic Planning Dynamic Flight-paths for Drones in Smart Cities. SMART 2019, The Eighth International Conference on Smart Cities, Systems, Devices and Technologies. ISBN: 978-1-61208-730-6. International Academy, Research and Industry Association (IARIA). 3. s 12 - 18.
  • Bouhmala, Noureddine; Øvergård, Kjell Ivar; Hjelmervik, Karina (2018). A Multilevel Evolutionary Algorithm Applied to the Maximum Satisfiability Problems. Machine Learning: Advanced Techniques and Emerging Applications. ISBN: 978-1-78923-752-8. IntechOpen. Chapter 11. s 203 - 217.
  • Bouhmala, Noureddine (2018). Combining simulated annealing with local search heuristic for MAX-SAT. Journal of Heuristics. ISSN: 1381-1231. s 1 - 23. doi:10.1007/s10732-018-9386-9.
  • Bouhmala, Noureddine; Oseland, Mats G.L; Brådland, Øystein (2018). Enhanced WalkSAT with Variable Neighborhood Search for MAX-SAT Problems. Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016. ISBN: 978-3-319-56993-2. Springer. kapittel. s 368 - 376.
  • Schøyen, Halvor; Bjorbæk, Clemet Thærie; Steger-Jensen, Kenn; Bouhmala, Noureddine; Burki, Umar; Jensen, Tor Erik; Berg, Øivind (2018). Measuring the contribution of logistics service delivery performance outcomes and deep-sea container liner connectivity on port efficiency. Research in Transportation Business and Management (RTBM). ISSN: 2210-5395. doi:10.1016/j.rtbm.2018.03.002.
  • Bouhmala, Noureddine; Helgesen, Halvard Sanness; Mathisen, Knut Morten (2017). A multilevel genetic algorithm for the maximum constraint satisfaction problem. Advances in Intelligent Systems and Computing. ISSN: 2194-5357. 576s 3 - 15. doi:10.1007/978-3-319-58088-3_1.
  • Bouhmala, Nourddine; Øvergård, Kjell Ivar (2017). Combining Genetic Algorithm with Variable Neighborhood Search for MAX-SAT. COMPSE 2016, First EAI International Conference on Computer Science and Engineering.. ISBN: 9781631901362. EAI (European Alliance for Innovation). Kapittel.
  • Bouhmala, Noureddine; Øvergård, Kjell Ivar (2017). Combining Genetic Algorithm with Variable Neighborhood Search for MAX-SAT. Innovative Computing, Optimization and Its Applications. ISBN: 978-3-319-66983-0. Springer. Kapittel. s 73 - 92.
  • Bouhmala, Nourddine; Oseland, Mats G.L; Brådland, Øystein (2017). WalkSAT based-learning automata for MAX-SAT. Advances in Intelligent Systems and Computing. ISSN: 2194-5357. 576s 98 - 110. doi:10.1007/978-3-319-58088-3_10.
  • Bouhmala, Nourddine; Viken, Anders; Lønnum, Jonas Blåsås (2016). A Multilevel K-Means Algorithm for the Clustering Problem. Proceedings of 2016 IEEE International Conference on Cloud Computing and Big Data Analysis (ICCCBDA 2016). ISBN: 978-1-5090-2594-7. IEEE. Chapter. s 115 - 121.
  • Bouhmala, Nourddine (2016). A Simple and Efficient Variable Neighborhood Structure For The Satisfiability Problem. Proceedings of META’2016 6th International Conference on Metaheuristics and Nature Inspired computing. International Conference on Metaheuristics. Chapter. s 126 - 133.
  • Bouhmala, Nourddine (2016). A multilevel genetic algorithm for the clustering problem. International Journal of Information and Communication Technology. ISSN: 1466-6642. 9 (1). s 101 - 116. doi:10.1504/IJICT.2016.077692.
  • Bouhmala, Nourddine (2016). A variable neighbourhood search structure based-genetic algorithm for combinatorial optimisation problems. International Journal of Intelligent Systems Technologies and Applications. ISSN: 1740-8865. 15 (2). s 127 - 146. doi:10.1504/IJISTA.2016.076494.
  • Bouhmala, Nourddine (2016). Combining Genetic Algorithm with the Multilevel Paradigm for the Maximum Constraint Satisfaction Problem. Machine Learning, Optimization, and Big Data: Second International Workshop, MOD 2016 Volterra, Italy, August 26–29, 2016 Revised Selected Papers. ISBN: 978-3-319-51468-0. Springer. Chapter. s 330 - 340.
  • Bouhmala, Nourddine (2016). Enhanced Meta-heuristics with Variable Neighborhood Search Strategy for Combinatorial Optimization Problems. Advances and Applications in Discrete Mathematics. ISSN: 0974-1658. 17 (2). s 125 - 149. doi:10.17654/DM017020125.
  • Bouhmala, Nourddine; Grøsland, Mikkel Syse; Volden-Freberg, Vetle (2016). Enhanced Metaheuristics with the Multilevel Paradigm for MAX-CSPs. Computational Science and Its Applications – ICCSA 2016. ISBN: 978-3-319-42088-2. Springer. Chapter. s 543 - 553.
  • Bouhmala, Nourddine (2016). How Good is the Euclidean Distance Metric for the Clustering Problem. 2016 5th IIAI International Congress on Advanced Applied Informatics: IIAI-AAI 2016. ISBN: 978-1-4673-8985-3. IEEE. Chapter. s 312 - 315.
  • Bouhmala, Nourddine; Hjelmervik, Karina Bakkeløkken; Øvergård, Kjell Ivar (2015). A Generalized Variable Neighborhood Search For Combinatorial Optimization Problems. Electronic Notes in Discrete Mathematics. ISSN: 1571-0653. 47s 45 - 52. doi:10.1016/j.endm.2014.11.007.
  • Bouhmala, Nourddine (2015). A Variable Depth Search Algorithm for Binary Constraint Satisfaction Problems. Mathematical Problems in Engineering. ISSN: 1024-123X. 2015doi:10.1155/2015/637809.
  • Bouhmala, Nourddine (2015). A multilevel learning automata for MAX-SAT. International Journal of Machine Learning and Cybernetics. ISSN: 1868-8071. 6s 911 - 921. doi:10.1007/s13042-015-0355-4.
  • Radianti, Jaziar; Granmo, Ole-Christoffer; Bouhmala, Noureddine; Sarshar, Parvaneh; Gonzalez, Jose J (2015). Comparing Different Crowd Emergency Evacuation Models Based on Human Centered Sensing Criteria. International Journal of Information Systems for Crisis Response and Management (IJISCRAM). ISSN: 1937-9390. 6 (3). s 53 - 70. doi:10.4018/IJISCRAM.2014070104.
  • Bouhmala, Nourddine; Viken, Anders; Lønnum, Jonas Blåsås (2015). Enhanced Genetic Algorithm with K-Means for the Clustering Problem. International Journal of Modeling and Optimization. ISSN: 2010-3697. 5 (2). s 150 - 154. doi:10.7763/IJMO.2015.V5.452.
  • Lian, Thomas Andreé; Llave, Marilex Rea; Goodwin, Morten; Bouhmala, Nourddine (2015). Towards multilevel ant colony optimisation for the Euclidean symmetric traveling salesman problem. Lecture Notes in Computer Science (LNCS). ISSN: 0302-9743. 9101s 222 - 231. doi:10.1007/978-3-319-19066-2_22.
  • Bouhmala, Nourddine (2014). A Variable Neighborhood Walksat-Based Algorithm for MAX-SAT Problems. Scientific World Journal. ISSN: 1537-744X. 2014doi:10.1155/2014/798323.
  • Bouhmala, Nourddine (2014). Enhanced Walksat With Finite Learning Automata for MAX-SAT. International Journal of Combinatorial Optimization Problems and Informatics. ISSN: 2007-1558. 5 (3). s 20 - 36. doi:10.1007/978-3-319-56994-9_26.
  • Jensen, Bjørn; Bouhmala, Nourddine; Nordli, Thomas (2013). A novel tangent based framework for optimizing continuous functions. Journal of Emerging Trends in Computing and Information Sciences (CIS). ISSN: 2079-8407. 4 (2). s 239 - 247.
  • Bouhmala, Nourddine; Hjelmervik, Karina Bakkeløkken; Øvergård, Kjell Ivar (2013). Combining Evolutionary Algorithm With The Multilevel Paradigm For The Simulation Of Complex System. Proceedings 27th European Conference on Modelling and Simulation ECMS 2013, May 27th - May 30th, 2013, Ålesund, Norway. ISBN: 978-0-9564944-6-7. ECMS European Council for Modelling and Simulation. KAPITTEL. s 753 - 757.
  • Radianti, Jaziar; Granmo, Ole-Christoffer; Bouhmala, Nourddine; Sarshar, Parvaneh; Yazidi, Anis; Gonzalez, Jose J (2013). Crowd Models for Emergency Evacuation: A Review Targeting Human-Centered Sensing. 46th Hawaii International Conference on System Sciences (HICSS). ISBN: 978-1-4577-1925-7. IEEE (Institute of Electrical and Electronics Engineers). kapittel. s 156 - 165.
  • Bouhmala, Nourddine; Hjelmervik, Karina Bakkeløkken; Øvergård, Kjell Ivar (2013). Hybrid of evolutionary algorithm and multilevel paradigm to solve the satisfiability problem. Proceedings of 2013 International Conference on Industrial Engineering and Systems Management (IESM). ISBN: 978-2-9600532-4-1. IEEE conference proceedings. Kapittel. s 1 - 4.
  • Bouhmala, Nourddine; Reiersen, Jon (2013). Matching structure and the evolution of cooperation in the prisoner’s dilemma. International Journal of Computer Science & Information Technology (IJCSIT). ISSN: 0975-4660. 5 (4). s 109 - 119. doi:10.5121/ijcsit.2013.5408.
  • Bouhmala, Nourddine (2013). Multilevel diversification and intensification in metaheuristics. 2013 8th International Conference on Intelligent Systems: Theories and Applications (SITA). ISBN: 978-1-4799-0299-6. IEEE conference proceedings. Chapter.
  • Bouhmala, Nourddine; Reiersen, Jon (2013). Segregation and the Evolution of Cooperation. Knowledge Engineering and Management : Proceedings of the Seventh International Conference on Intelligent Systems and Knowledge Engineering. ISBN: 978-3642378317. Springer. Kapittel. s 127 - 138.
  • Bouhmala, Nourddine (2012). A multilevel approach applied to SAT-encoded problems. VLSI design. ISBN: 978-953-307-884-7. IntechOpen. Chapter 8. s 167 - 182.
  • Bouhmala, Nourddine (2012). A multilevel memetic algorithm for large SAT-encoded problems. Evolutionary Computation. ISSN: 1063-6560. 20 (4). s 641 - 664. doi:10.1162/EVCO_a_00078.
  • Bouhmala, Nourddine; Salih, Sirar (2012). A multilevel tabu search for the maximum satisfiability problem. International Journal of Communications, Network and System Sciences. ISSN: 1913-3715. 5 (10). s 661 - 670. doi:10.4236/ijcns.2012.510068.
  • Bouhmala, Nourddine; Hjelmervik, Karina Bakkeløkken; Øvergård, Kjell Ivar (2012). Single vs hierarchical population-basedmemetic algorithm for SAT-encodedindustrial problems:a statistical comparison. International Journal of Artificial Intelligence & Applications. ISSN: 0976-2191. 3 (6). s 57 - 73. doi:10.5121/ijaia.2012.3607.
  • Bouhmala, Nourddine; Granmo, Ole-Christoffer (2011). GSAT Enhanced with Learning Automata and Multilevel Paradigm. International Journal of Computer Science Issues. ISSN: 1694-0784. 8 (6). s 38 - 54.
  • Bouhmala, Noureddine; Granmo, Ole-Christoffer (2010). Combining finite learning automata with GSAT for the satisfiability problem. Engineering Applications of Artificial Intelligence. ISSN: 0952-1976. 23 (5). s 715 - 726. doi:10.1016/j.engappai.2010.01.009.
  • Granmo, Ole-Christoffer; Bouhmala, Nourddine (2010). Enhancing Local-search based SAT Solvers with Learning Capability. ICAART 2010, 2nd International Conference on Agents and Artificial Intelligence, Proceedings. ISBN: 978-989-674-021-4. Institute for Systems and Technologies of Information, Control and Communication. paper. s 515 - 521.
  • Bouhmala, Noureddine; Granmo, Ole-Christoffer (2010). Stochastic Learning for SAT- Encoded Graph Coloring Problems. International Journal of Applied Metaheuristic Computing. ISSN: 1947-8283. 1 (3). s 1 - 19. doi:10.4018/jamc.2010070101.
  • Granmo, Ole-Christoffer; Bouhmala, Nourddine (2010). Using Learning Automata to Enhance Local-Search Based SAT Solvers with Learning Capability. Application of Machine Learning. ISBN: 978-953-307-035-3. IntechOpen. 5. s 63 - 85.
  • Bouhmala, Noureddine; Cai, Xing (2008). A Mulitlevel Greedy Algorithm for the Satisfiability Problem. Greedy Algorithms. IN-TECH. faglig_bok_forlag. s 39 - 54.
  • Bouhmala, Noureddine; Bouhmala, Noureddine; Granmo, Ole-Christoffer (2008). Solving Graph Coloring Problems using Learning Automata. Evolutionary Computation in Combinatorial Optimization : 8th European conference, EVOCOP 2008, Naples, Italy, March 26-28, 2008 : proceedings. Springer. s 277 - 288.
  • Cai, Xing; Bouhmala, Noureddine (2007). A unified framework of multi-objective cost functions for partitioning unstructured finite element meshes. Applied Mathematical Modelling. ISSN: 0307-904X. 31 (9). s 1711 - 1728.
  • Granmo, Ole-Christoffer; Bouhmala, Noureddine; Bouhmala, Noureddine (2007). Solving the Satisfiability Problem Using Finite Learning Automata. International Journal of Computer Science and Applications. ISSN: 0972-9038. 4 (3). s 15 - 29.
  • Bouhmala, Noureddine (2005). A combined local search method and simulated annealing to constraint satisfaction problems. Proceedings of the Sixtewenth Australasian Workshop on Combinatorial Algoriths (AWOCA 2005). University of Ballarat. s 429 - 438.
  • Meseguer, Pedro; Bouhmala, Noureddine; Bouzoubaa, Taoufik; Sanchez, Marti (2004). Current approaches for solving over-constrained problems. Constraints. ISSN: 1383-7133. 8s 9 - 39.
  • Bouhmala, Noureddine; Natvig, T.; Jakobsen, M. (2003). A multilevel construction algorithm for the travelling salesman problem. Optimation and optimal control. World Scientific. s 29 - 35.
  • Meseguer, Pedro; Bouhmala, Noureddine; Bouzoubaa, Taoufik; Irgens, Morten; Sanchez, Marti (2003). Current Approaches for Solving Over-Constrained Problems. Constraints. ISSN: 1383-7133. (8). s - 9. doi:10.1023/A:1021902812784.
  • Bouhmala, Noureddine; Pahud, Michel (1998). A parallel variant of simulated annealing for optimizing mesh partitions on workstations. Advances in Engineering Software. ISSN: 0965-9978. 29s 481 - 485.
  • Suma, V.; Bouhmala, Noureddine; Wang, Haoxiang (2021). Evolutionary Computing and Mobile Sustainable Networks - Proceedings of ICECMSN 2020. ISBN: 978-981-15-5257-1. Springer. s 1008.
  • Nordli, Thomas; Bouhmala, Noureddine (2021). Look-Ahead Based Meta-Heuristics for Continuous Optimization.

Last changed: 21.06.2018 14:06