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Publications

2017

Bouhmala, Nourddine; Nordli, Thomas

A Look-Ahead-Based Meta-Heuristics for Optimizing Continuous Functions. International Journal of Computational Vision and Robotics 1752-9131

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Bouhmala, Nourddine; Øvergård, Kjell Ivar

Combining Genetic Algorithm with Variable Neighborhood Search for MAX-SAT. COMPSE 2016, First EAI International Conference on Computer Science and Engineering. ISBN 9781631901362

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2016

Abomhara, Mohamed Ali Saleh; Lazreg, Mehdi Ben

UML/OCL-based modeling of work-based access control policies for collaborative healthcare systems. 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom), IEEE conference proceedings ISBN 978-1-5090-3370-6

UIA

Andersen, Per-Arne; Haraldseid, Christian Kråkevik; Goodwin, Morten; Yazidi, Anis

Adaptive Task Assignment in Online Learning Environments. Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, WIMS 2016 Association for Computing Machinery (ACM) ISBN 978-1-4503-4056-4, p. 1-10

HIOA UIA

Bouhmala, Nourddine

A multilevel genetic algorithm for the clustering problem. International Journal of Information and Communication Technology 1466-6642, Vol. 9(1), p. 101-116

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Bouhmala, Nourddine

Enhanced Meta-heuristics with Variable Neighborhood Search Strategy for Combinatorial Optimization Problems. Advances and Applications in Discrete Mathematics 0974-1658, Vol. 17(2), p. 125-149

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Bouhmala, Nourddine

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 Springer 10122 ISBN 978-3-319-51468-0, p. 330-340

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Bouhmala, Nourddine

A Simple and Efficient Variable Neighborhood Structure For The Satisfiability Problem. Proceedings of META’2016 6th International Conference on Metaheuristics and Nature Inspired computing, p. 126-133

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Bouhmala, Nourddine

How Good is the Euclidean Distance Metric for the Clustering Problem. 2016 5th IIAI International Congress on Advanced Applied Informatics: IIAI-AAI 2016 IEEE ISBN 978-1-4673-8985-3, p. 312-315

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Bouhmala, Nourddine

A variable neighbourhood search structure based-genetic algorithm for combinatorial optimisation problems. International Journal of Intelligent Systems Technologies and Applications 1740-8865, Vol. 15(2), p. 127-146

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Bouhmala, Nourddine; Grøsland, Mikkel Syse; Volden-Freberg, Vetle

Enhanced Metaheuristics with the Multilevel Paradigm for MAX-CSPs. Computational Science and Its Applications – ICCSA 2016 Springer 9789 ISBN 978-3-319-42088-2, p. 543-553

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Bouhmala, Nourddine; Viken, Anders; Lønnum, Jonas Blåsås

A Multilevel K-Means Algorithm for the Clustering Problem. Proceedings of 2016 IEEE International Conference on Cloud Computing and Big Data Analysis (ICCCBDA 2016) IEEE ISBN 978-1-5090-2594-7, p. 115-121

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Goodwin, Morten; Drange, Tom

Teaching Programming to Large Student Groups through Test Driven Development - Comparing Established Methods with Teaching based on Test Driven Development. CSEDU 2016 Proceedings of the 8th International Conference on Computer Supported Education, proceedings volume 1 SciTePress ISBN 978-989-758-179-3, p. 281-288

UIA

Goodwin, Morten; Yazidi, Anis

Ant colony optimisation-based classification using two-dimensional polygons. Lecture Notes in Computer Science 0302-9743, Vol. 9882 LNCS, p. 53-64

HIOA UIA

Goodwin, Morten; Yazidi, Anis

A pattern recognition approach for peak prediction of electrical consumption. Integrated Computer-Aided Engineering 1069-2509, Vol. 23(2), p. 101-113

HIOA TEKNOVA UIA

Goodwin, Morten; Yazidi, Anis; Jonassen, Tore Møller

Distributed learning automata for solving a classification task. 2016 IEEE Congress on Evolutionary Computation, IEEE World Congrees on Computational Intelligence 2016 IEEE conference proceedings ISBN 978-1-5090-0622-9, p. 3999-4006

HIOA UIA

Granmo, Ole-Christoffer

Bayesian Unification of Gradient and Bandit-Based Learning for Accelerated Global Optimisation. 2016 15th IEEE International Conference on Machine Learning and Applications IEEE conference proceedings ISBN 978-1-5090-6166-2, p. 222-226

UIA

Hansen, Bjørnar; Loland, Leonard Christopher; Goodwin, Morten; Granmo, Ole-Christoffer

Towards Evacuation Planning of Groups with Genetic Algorithms. The 29th Annual Workshop of the Swedish Artificial Intelligence Society (SAIS) Linköping University Electronic Press 129 ISBN 978-91-7685-720-5, p. 20-30

UIA

Lazreg, Mehdi Ben; Goodwin, Morten; Granmo, Ole-Christoffer

Information abstraction from crises related tweets using recurrent neural network. IFIP Advances in Information and Communication Technology 1868-4238, Vol. 475, p. 441-452

UIA

Lazreg, Mehdi Ben; Goodwin, Morten; Granmo, Ole-Christoffer

Deep Learning for Social Media Analysis in Crises Situations. The 29th Annual Workshop of the Swedish Artificial Intelligence Society (SAIS) Linköping University Electronic Press 129 ISBN 978-91-7685-720-5, p. 31-36

UIA

Lei, Jiao; Zhang, Xuan; Oommen, John; Granmo, Ole-Christoffer

Optimizing channel selection for cognitive radio networks using a distributed Bayesian learning automata-based approach. Applied intelligence (Boston) 0924-669X, Vol. 44(2), p. 307-321

UIA

Tufteland, Torry; Ødesneltvedt, Guro; Goodwin, Morten

Optimizing PolyACO training with GPU-based parallelization. Lecture Notes in Computer Science 0302-9743, Vol. 9882 LNCS, p. 233-240

UIA

Yazidi, Anis; Oommen, John; Goodwin, Morten

On Solving the Problem of Identifying Unreliable Sensors Without a Knowledge of the Ground Truth: The Case of Stochastic Environments. IEEE Transactions on Cybernetics 2168-2267

HIOA UIA

Yazidi, Anis; Oommen, John; Horn, Geir Henrik; Granmo, Ole-Christoffer

Stochastic discretized learning-based weak estimation: a novel estimation method for non-stationary environments. Pattern Recognition 0031-3203, Vol. 60, p. 430-443

HIOA TEKNOVA UIA UiO

Zhang, Xuan; Oommen, John; Granmo, Ole-Christoffer

The design of absorbing Bayesian pursuit algorithms and the formal analyses of their ε-optimality. Pattern Analysis and Applications 1433-7541, p. 1-12

UIA

2015

Bouhmala, Nourddine

A Variable Depth Search Algorithm for Binary Constraint Satisfaction Problems. Mathematical problems in engineering (Print) 1024-123X, Vol. 2015

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Bouhmala, Nourddine

A multilevel learning automata for MAX-SAT. International Journal of Machine Learning and Cybernetics 1868-8071, Vol. 6, p. 911-921

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Bouhmala, Nourddine; Hjelmervik, Karina Bakkeløkken; Øvergård, Kjell Ivar

A Generalized Variable Neighborhood Search For Combinatorial Optimization Problems. Electronic Notes in Discrete Mathematics 1571-0653, Vol. 47, p. 45-52

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Bouhmala, Nourddine; Viken, Anders; Lønnum, Jonas Blåsås

Enhanced Genetic Algorithm with K-Means for the Clustering Problem. International Journal of Modeling and Optimization 2010-3697, Vol. 5(2), p. 150-154

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Glimsdal, Sondre; Granmo, Ole-Christoffer

Thompson sampling guided stochastic searching on the line for adversarial learning. IFIP Advances in Information and Communication Technology 1868-4238, Vol. 458, p. 307-317

UIA

Glimsdal, Sondre; Granmo, Ole-Christoffer

Thompson Sampling Guided Stochastic Searching on the Line for Non-Stationary Adversarial Learning. 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) IEEE ISBN 978-1-5090-0287-0, p. 687-692

UIA

Goodwin, Morten; Auby, Christian; Andersen, Rune; Barstad, Vera

Educating Programming Students for the Industry. Digital Media in Teaching and its Added Value Waxmann Verlag ISBN 978-3-8309-3287-1, p. 100-118

UIA

Lazreg, Mehdi Ben; Radianti, Jaziar; Granmo, Ole-Christoffer

A Bayesian network model for fire assessment and prediction. Lecture Notes in Computer Science 0302-9743, Vol. 9432, p. 269-279

UIA

Lazreg, Mehdi Ben; Radianti, Jaziar; Granmo, Ole-Christoffer

SmartRescue: Architecture for Fire Crisis Assessment and Prediction. 12th International Conference on Information Systems for Crisis Response and Management ISCRAM 2015 ISBN 978-82-7117-788-1

UIA

Lian, Thomas Andreé; Llave, Marilex Rea; Goodwin, Morten; Bouhmala, Nourddine

Towards multilevel ant colony optimisation for the Euclidean symmetric traveling salesman problem. Lecture Notes in Computer Science 0302-9743, Vol. 9101, p. 222-231

UIA

Matheussen, Bernt Viggo; Granmo, Ole-Christoffer

Modeling snow dynamics using a bayesian network. Lecture Notes in Computer Science 0302-9743, Vol. 9101, p. 382-393

UIA

Radianti, Jaziar; Granmo, Ole-Christoffer; Bouhmala, Noureddine; Sarshar, Parvaneh; Gonzalez, Jose J

Comparing Different Crowd Emergency Evacuation Models Based on Human Centered Sensing Criteria. International Journal of Information Systems for Crisis Response and Management 1937-9390, Vol. 6(3), p. 53-70

UIA

Radianti, Jaziar; Lazreg, Mehdi Ben; Granmo, Ole-Christoffer

Fire simulation-based adaptation of SmartRescue App for serious game: Design, setup and user experience. Engineering applications of artificial intelligence 0952-1976, Vol. 46, p. 312-325

UIA

Tollisen, Robin; Jansen, Jon Vegard; Goodwin, Morten; Glimsdal, Sondre

AIs for dominion using monte-carlo tree search. Lecture Notes in Computer Science 0302-9743, Vol. 9101, p. 43-52

UIA

Webersik, Christian; Gonzalez, Jose J; Dugdale, Julie Anne; Munkvold, Bjørn Erik; Granmo, Ole-Christoffer

Towards an integrated approach to emergency management: interdisciplinary challenges for research and practice. Culture Unbound. Journal of Current Cultural Research 2000-1525, Vol. 7(3), p. 524-540

UIA

Yazidi, Anis; Oommen, John; Goodwin, Morten

On Distinguishing between Reliable and Unreliable Sensors Without a Knowledge of the Ground Truth. IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015, Volume II. IEEE ISBN 978-1-4673-9618-9, p. 104-111

HIOA UIA

Zhang, Xuan; Oommen, John; Granmo, Ole-Christoffer; Lei, Jiao

A formal proof of the e-optimality of discretized pursuit algorithms. Applied intelligence (Boston) 0924-669X

UIA

2014

Barstad, Vera; Goodwin, Morten; Gjøsæter, Terje

Predicting Source Code Quality with Static Analysis and Machine Learning. NIK: Norsk Informatikkonferanse 1892-0713, Vol. 2014

UIA

Bouhmala, Nourddine

A Variable Neighborhood Walksat-Based Algorithm for MAX-SAT Problems. Scientific World Journal 1537-744X, Vol. 2014

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Bouhmala, Nourddine

Enhanced Walksat With Finite Learning Automata for MAX-SAT. International Journal of Combinatorial Optimization Problems and Informatics 2007-1558, Vol. 5(3), p. 20-36

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Evensen, John Daniel; Lindahl, Sindre; Goodwin, Morten

File-type Detection Using Naïve Bayes and n-gram Analysis. Norsk Informasjonssikkerhetskonferanse (NISK) 1893-6563

UIA

Glimsdal, Sondre; Granmo, Ole-Christoffer

A Novel Bayesian Network Based Scheme for Finding the Optimal Solution to Stochastic Online Equi-partitioning Problems. 2014 13th International Conference on Machine Learning and Applications (ICMLA) IEEE conference proceedings ISBN 978-1-4799-7415-3, p. 594-599

UIA

Goodwin, Morten; Granmo, Ole-Christoffer; Radianti, Jaziar

Escape planning in realistic fire scenarios with Ant Colony Optimisation. Applied intelligence (Boston) 0924-669X, Vol. 42(1), p. 24-35

UIA

Goodwin, Morten; Yazidi, Anis

A Pattern Recognition Approach for Peak Prediction of Electrical Consumption. Artificial Intelligence Applications and Innovations. 10th IFIP WG 12.5 International Conference, AIAI 2014, Rhodes, Greece, September 19-21, 2014, Proceedings Springer 1 ISBN 978-3-662-44653-9, p. 265-275

HIOA TEKNOVA UIA

Gupta, Neha; Granmo, Ole-Christoffer; Agrawala, Ashok

Arm Space Decomposition as a Strategy for Tackling Large Scale Multi-Armed Bandit Problems. 2013 12th International Conference on Machine Learning and Applications (ICMLA 2013) Curran Associates, Inc. ISBN 9781479941551, p. 252-257

UIA

Haugland, Vegard; Kjølleberg, Marius; Larsen, Svein-Erik; Granmo, Ole-Christoffer

A two-armed bandit collective for hierarchical examplar based mining of frequent itemsets with applications to intrusion detection. Transactions on Computational Collective Intelligence XIV Springer 8615 ISBN 9783662445099

UIA

Karlsen, Lasse; Goodwin, Morten

Evaluating prediction models for electricity consumption. NIK: Norsk Informatikkonferanse 1892-0713, Vol. 2014

TEKNOVA UIA

Lei, Jiao; Zhang, Xuan; Granmo, Ole-Christoffer; Oommen, John

A Bayesian Learning Automata-Based Distributed Channel Selection Scheme. Modern Advances in Applied Intelligence, 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2014,Kaohsiung, Taiwan, June 3-6, 2014, Part II Springer 8482 ISBN 978-3-319-07455-9, p. 48-57

UIA

Radianti, Jaziar; Dugdale, Julie Anne; Gonzalez, Jose J; Granmo, Ole-Christoffer

Smartphone sensing platform for emergency management. Proceedings ISCRAM2014 , 11th International Conference on Information Systems for Crisis Response and Management ISBN 978-0-692-21194-6, p. 379-383

UIA

Radianti, Jaziar; Gonzalez, Jose J; Granmo, Ole-Christoffer

Publish-subscribe smartphone sensing platform for the acute phase of a disaster: A framework for emergency management support. 2014 IEEE International Conference on Pervasive Computing and Communication Workshops (PERCOM WORKSHOPS 2014) Curran Associates, Inc. ISBN 978-1-4799-2737-1, p. 285-290

UIA

Radianti, Jaziar; Granmo, Ole-Christoffer

A Framework for Assessing the Condition of Crowds Exposed to a Fire Hazard Using a Probabilistic Model. International Journal of Machine Learning and Computing 2010-3700, Vol. 4(1), p. 14-20

UIA

Radianti, Jaziar; Granmo, Ole-Christoffer; Sarshar, Parvaneh; Goodwin, Morten; Dugdale, Julie Anne; Gonzalez, Jose J

A spatio-temporal probabilistic model of hazard- and crowd dynamics for evacuation planning in disasters. Applied intelligence (Boston) 0924-669X, Vol. 42(1), p. 3-23

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John; Goodwin, Morten

A novel strategy for solving the stochastic point location problem using a hierarchical searching scheme. IEEE Transactions on Cybernetics 2168-2267, Vol. 44(11), p. 2202-2220

HIOA UIA

Yazidi, Anis; Oommen, John; Granmo, Ole-Christoffer; Goodwin, Morten

On Utilizing Stochastic Non-linear Fractional Bin Packing to Resolve Distributed Web Crawling. 17th IEEE International Conference on Computational Science and Engineering, CSE 2014 IEEE conference proceedings ISBN 978-1-4799-7981-3, p. 32-37

UIA

Zhang, Xuan; Granmo, Ole-Christoffer; Oommen, John; Lei, Jiao

A formal proof of the ε-optimality of absorbing continuous pursuit algorithms using the theory of regular functions. Applied intelligence (Boston) 0924-669X, Vol. 41(3), p. 974-985

UIA

Zhang, Xuan; Oommen, John; Granmo, Ole-Christoffer; Lei, Jiao

Using the Theory of Regular Functions to Formally Prove the ε -Optimality of Discretized Pursuit Learning Algorithms. Modern Advances in Applied Intelligence - 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2014, Kaohsiung, Taiwan, June 3-6, 2014, Proceedings, Part I Springer 8481 ISBN 978-3-319-07467-2, p. 379-388

UIA

2013

Barstad, Vera; Shulgin, Volodymyr; Goodwin, Morten; Gjøsæter, Terje

Towards a Collaborative Code Review Plugin. Norsk informatikkonferanse NIK 2013, Universitetet i Stavanger, 18. - 20.november 2013 Akademika forlag 2013 ISBN 978-82-321-0365-2, p. 37-40

UIA

Bouhmala, Nourddine

Multilevel diversification and intensification in metaheuristics. 2013 8th International Conference on Intelligent Systems: Theories and Applications (SITA) IEEE conference proceedings ISBN 978-1-4799-0299-6

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Bouhmala, Nourddine; Hjelmervik, Karina Bakkeløkken; Øvergård, Kjell Ivar

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 ECMS European Council for Modelling and Simulation ISBN 978-0-9564944-6-7, p. 753-757

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Bouhmala, Nourddine; Hjelmervik, Karina Bakkeløkken; Øvergård, Kjell Ivar

Hybrid of evolutionary algorithm and multilevel paradigm to solve the satisfiability problem. Proceedings of 2013 International Conference on Industrial Engineering and Systems Management (IESM) IEEE conference proceedings ISBN 978-2-9600532-4-1, p. 1-4

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Bouhmala, Nourddine; Reiersen, Jon

Matching structure and the evolution of cooperation in the prisoner’s dilemma. International Journal of Computer Science & Information Technology (IJCSIT) 0975-4660, Vol. 5(4), p. 109-119

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Bouhmala, Nourddine; Reiersen, Jon

Segregation and the Evolution of Cooperation. Knowledge Engineering and Management : Proceedings of the Seventh International Conference on Intelligent Systems and Knowledge Engineering Springer ISBN 978-3642378317, p. 127-138

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Goodwin, Morten

Towards Automatic Assessment of Government Web Sites. Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics WIMS'13 Association for Computing Machinery (ACM) ISBN 978-1-4503-1850-1

UIA

Goodwin, Morten; Granmo, Ole-Christoffer; Radianti, Jaziar; Sarshar, Parvaneh; Glimsdal, Sondre

Ant Colony Optimisation for Planning Safe Escape Routes. Recent Trends in Applied Artificial Intelligence Springer 1 ISBN 978-3-642-38576-6, p. 53-62

UIA

Granmo, Ole-Christoffer; Glimsdal, Sondre

Accelerated Bayesian learning for decentralized two-armed bandit based decision making with applications to the Goore Game. Applied intelligence (Boston) 0924-669X, Vol. 38(4), p. 479-488

UIA

Granmo, Ole-Christoffer; Radianti, Jaziar; Goodwin, Morten; Dugdale, Julie Anne; Sarshar, Parvaneh; Glimsdal, Sondre; Gonzalez, Jose J

A Spatio-Temporal Probabilistic Model of Hazard and Crowd Dynamics in Disasters for Evacuation Planning. Recent Trends in Applied Artificial Intelligence Springer 1 ISBN 978-3-642-38576-6, p. 63-72

UIA

Jensen, Bjørn; Bouhmala, Nourddine; Nordli, Thomas

A novel tangent based framework for optimizing continuous functions. Journal of Emerging Trends in Computing and Information Sciences 2079-8407, Vol. 4(2), p. 239-247

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Radianti, Jaziar; Granmo, Ole-Christoffer; Bouhmala, Nourddine; Sarshar, Parvaneh; Yazidi, Anis; Gonzalez, Jose J

Crowd Models for Emergency Evacuation: A Review Targeting Human-Centered Sensing. 46th Hawaii International Conference on System Sciences (HICSS) IEEE . ISBN 978-1-4577-1925-7, p. 156-165

UIA

Sarshar, Parvaneh; Radianti, Jaziar; Granmo, Ole-Christoffer; Gonzalez, Jose J

A Dynamic Bayesian Network Model for Predicting Congestion During a Ship Fire Evacuation. Proceedings of The World Congress on Engineering and Computer Science (WCECS) 2013 : Vol I International Association of Engineers ISBN 978-988-19252-3-7

UIA

Sarshar, Parvaneh; Radianti, Jaziar; Granmo, Ole-Christoffer; Gonzalez, Jose J

A Bayesian Network Model for Evacuation Time Analysis During a Ship Fire. 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE) IEEE conference proceedings ISBN 9781467358491, p. 100-107

UIA

Stensby, Aleksander; Granmo, Ole-Christoffer; Oommen, John

The use of weak estimators to achieve language detection and tracking in multilingual documents. International journal of pattern recognition and artificial intelligence 0218-0014, Vol. 27(4)

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John

Learning-Automaton-Based Online Discovery and Tracking of Spatiotemporal Event Patterns. IEEE Transactions on Cybernetics 2168-2267, Vol. 43(3), p. 1118-1130

UIA

Zhang, Xuan; Granmo, Ole-Christoffer; Oommen, John

On incorporating the paradigms of discretization and Bayesian estimation to create a new family of pursuit learning automata. Applied intelligence (Boston) 0924-669X, Vol. 39(4), p. 782-792

UIA

Zhang, Xuan; Granmo, Ole-Christoffer; Oommen, John; Lei, Jiao

On Using the Theory of Regular Functions to Prove the Epsilon-Optimality of the Continuous Pursuit Learn- ing Automaton. Recent Trends in Applied Artificial Intelligence Springer 1 ISBN 978-3-642-38576-6, p. 262-271

UIA

Zhang, Xuan; Lei, Jiao; Granmo, Ole-Christoffer; Oommen, John

Channel selection in cognitive radio networks: A switchable Bayesian learning automata approach. 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) IEEE conference proceedings ISBN 978-1-4673-6234-4, p. 2362-2367

UIA

2012

Bouhmala, Nourddine

A multilevel approach applied to SAT-encoded problems. VLSI design INTECH ISBN 978-953-307-884-7, p. 167-182

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Bouhmala, Nourddine

A multilevel memetic algorithm for large SAT-encoded problems. Evolutionary Computation 1063-6560, Vol. 20(4), p. 641-664

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Bouhmala, Nourddine; Hjelmervik, Karina Bakkeløkken; Øvergård, Kjell Ivar

Single vs hierarchical population-basedmemetic algorithm for SAT-encodedindustrial problems:a statistical comparison. International Journal of Artificial Intelligence & Applications 0976-2191, Vol. 3(6), p. 57-73

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Bouhmala, Nourddine; Salih, Sirar

A multilevel tabu search for the maximum satisfiability problem. International Journal of Communications, Network and System Sciences 1913-3715, Vol. 5(10), p. 661-670

HSN UIA

Goodwin, Morten; Iain, Sutherland; Roarson, Frode; Drange, Tom

Assessing the Accessibility of E-learning. NOKOBIT 2012 :Universitetet i Nordland 19. - 21. november 2012 : Norsk konferanse for organisasjoners bruk av informasjonsteknologi Akademika forlag 2012 ISBN 978-82-321-0185-6, p. 145-158

UIA

Granmo, Ole-Christoffer; Oommen, John; Pedersen, Asle

Achieving Unbounded Resolution in Finite Player Goore Games Using Stochastic Automata, and Its Applications. Sequential Analysis 0747-4946, Vol. 31(2), p. 190-218

UIA

Nietzio, Annika; Eibegger, Mandana; Goodwin, Morten; Snaprud, Mikael

Following the WCAG 2.0 Techniques: Experiences from Designing a WCAG 2.0 Checking Tool. Computers Helping People with Special Needs 13th International Conference, ICCHP 2012, Linz, Austria, July 11-13, 2012, Proceedings, Part I Springer Science+Business Media B.V. 7382 ISBN 978-3-642-31521-3, p. 417-424

UIA

Oommen, John; Yazidi, Anis; Granmo, Ole-Christoffer

An Adaptive Approach to Learning the Preferences of Users in a Social Network Using Weak Estimators. Journal of Information Processing Systems 1976-913X, Vol. 8(2), p. 191-212

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John

Service selection in stochastic environments: a learning-automaton based solution. Applied intelligence (Boston) 0924-669X, Vol. 36(3), p. 617-637

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John

A Stochastic Search on the Line-Based Solution to Discretized Estimation. Advanced Research in Applied Artificial Intelligence : 25th International Conference 25th International Conference on Industrial Engineering and OtherApplications of Applied Intelligent Systems, IEA/AIE 2012 Dalian, China, June 9-12, 2012 Proceedings Springer 7345 ISBN 978-3-642-31086-7, p. 764-773

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John; Goodwin, Morten

A Hierarchical Learning Scheme for Solving the Stochastic Point Location Problem. Advanced Research in Applied Artificial Intelligence : 25th International Conference 25th International Conference on Industrial Engineering and OtherApplications of Applied Intelligent Systems, IEA/AIE 2012 Dalian, China, June 9-12, 2012 Proceedings Springer 7345 ISBN 978-3-642-31086-7, p. 774-783

UIA

Yazidi, Anis; Oommen, John; Granmo, Ole-Christoffer

A Novel Stochastic Discretized Weak Estimator Operating in Non-Stationary Environments. 2012 International Conference on Computing, Networking and Communications (ICNC) IEEE Communications Society ISBN 978-1-4673-0009-4, p. 364-370

UIA

Zhang, Xuan; Granmo, Ole-Christoffer; Oommen, John

Discretized Bayesian Pursuit – A New Scheme for Reinforcement Learning. Advanced Research in Applied Artificial Intelligence : 25th International Conference 25th International Conference on Industrial Engineering and OtherApplications of Applied Intelligent Systems, IEA/AIE 2012 Dalian, China, June 9-12, 2012 Proceedings Springer 7345 ISBN 978-3-642-31086-7, p. 784-793

UIA

2011

Bouhmala, Nourddine; Granmo, Ole-Christoffer

GSAT Enhanced with Learning Automata and Multilevel Paradigm. International Journal of Computer Science Issues 1694-0784, Vol. 8(6), p. 38-54

HSN UIA

Goodwin, Morten

A solution to the exact match on rare item searches. Proceedings of WIMS '11, International Conference on Web Intelligence, Mining ACM Press ISBN 978-1-4503-0148-0

UIA

Granmo, Ole-Christoffer; Glimsdal, Sondre

A Two-Armed Bandit Based Scheme for Accelerated Decentralized Learning. Modern Approaches in Applied Intelligence24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 – July 1, 2011, Proceedings, Part II Springer 6704 ISBN 978-3-642-21826-2, p. 532-541

UIA

Granmo, Ole-Christoffer; Oommen, John

Learning automata-based solutions to the optimal web polling problem modelled as a nonlinear fractional knapsack problem. Engineering applications of artificial intelligence 0952-1976, Vol. 24(7), p. 1238-1251

UIA

Gupta, Neha; Granmo, Ole-Christoffer; Agrawala, Ashok

Thompson Sampling for Dynamic Multi-armed Bandits. 2011 10th International Conference on Machine Learning and Applications and Workshops IEEE ISBN 9780769546070, p. 484-489

UIA

Gupta, Neha; Granmo, Ole-Christoffer; Agrawala, Ashok

Successive Reduction of Arms in Multi-Armed Bandits. Research and Development in Intelligent Systems Springer ISBN 9781447123187, p. 181-194

UIA

Haugland, Vegard; Kjølleberg, Marius; Larsen, Svein-Erik; Granmo, Ole-Christoffer

A Two-Armed Bandit Collective for Examplar Based Mining of Frequent Itemsets with Applications to Intrusion Detection. Computational Collective Intelligence.Technologies and Applications. Third International Conference, ICCCI 2011 Gdynia, Poland, September 21-23, 2011 Proceedings, Part I Springer 6922 ISBN 978-3-642-23934-2, p. 72-81

UIA

Haugland, Vegard; Kjølleberg, Marius; Larsen, Svein-Erik; Granmo, Ole-Christoffer

A Two-Armed Bandit Collective for Examplar Based Mining of Frequent Itemsets with Applications to Intrusion Detection. Lecture Notes in Computer Science 0302-9743, Vol. 6922, p. 72-81

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John

ON THE ANALYSIS OF A NEW MARKOV CHAIN WHICH HAS APPLICATIONS IN AI AND MACHINE LEARNING. Proceedings, 24th Canadian conference on electrical and computer engineering (CCECE 2011) IEEE conference proceedings ISBN 9781424497898, p. 1553-1558

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John

On the Analysis of a RandomInterleaving Walk-Jump Process with Applications to Testing. Sequential Analysis 0747-4946, Vol. 30(4), p. 457-478

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John

A New Tool for the Modeling of AI and Machine Learning Applications: Random Walk-Jump Processes. Hybrid Artificial Intelligent Systems: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part I Springer 6678 ISBN 978-3642212185, p. 11-21

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John

Tracking the Preferences of Users Using Weak Estimators. AI 2011: Advances in Artificial Intelligence. 24th Australasian Joint Conference Perth, Australia, December 5-8, 2011. Proceedings Springer 7106 ISBN 978-3-642-25831-2, p. 799-808

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John; Gerdes, Martin; Reichert, Frank

A User-Centric Approach for Personalized Service Provisioning in Pervasive Environments. Wireless personal communications 0929-6212, Vol. 61(3), p. 543-566

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John; Reichert, Frank; Gerdes, Martin

An Intelligent Architecture for Service Provisioning in Pervasive Environments. Proceedings, 2011 International Symposium on Innovations in Intelligent Systems and Applications (INISTA'11) IEEE conference proceedings ISBN 978-1-61284-919-5, p. 524-530

UIA

Zhang, Xuan; Granmo, Ole-Christoffer; Oommen, John

The Bayesian Pursuit Algorithm: A New Family of Estimator Learning Automata. Modern Approaches in Applied Intelligence24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 – July 1, 2011, Proceedings, Part II Springer 6704 ISBN 978-3-642-21826-2, p. 522-531

UIA

Zhang, Xuan; Oommen, John; Granmo, Ole-Christoffer

Generalized Bayesian Pursuit: A Novel Scheme for Multi-Armed Bernoulli Bandit Problems. Artificial Intelligence Applications and Innovations 12th INNS EANN-SIG International Conference,EANN2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011 Corfu, Greece, September 15-18, 2011 Proceedings , Part II Springer 364 ISBN 978-3-642-23959-5, p. 122-131

UIA

Zhang, Xuan; Oommen, John; Granmo, Ole-Christoffer

Generalized Bayesian pursuit: a novel scheme for multi-armed Bernoulli bandit problems. IFIP Advances in Information and Communication Technology 1868-4238, Vol. 364, p. 122-131

UIA

2010

Bouhmala, Noureddine; Granmo, Ole-Christoffer

Combining finite learning automata with GSAT for the satisfiability problem. Engineering applications of artificial intelligence 0952-1976, Vol. 23(5), p. 715-726

HSN UIA

Bouhmala, Noureddine; Granmo, Ole-Christoffer

Stochastic Learning for SAT- Encoded Graph Coloring Problems. International Journal of Applied Metaheuristic Computing 1947-8283, Vol. 1(3), p. 1-19

HSN UIA

Granmo, Ole-Christoffer

Solving Two-Armed Bernoulli Bandit Problems Using a Bayesian Learning Automaton. International Journal of Intelligent Computing and Cybernetics 1793-5423, Vol. 3(2), p. 207-234

UIA

Granmo, Ole-Christoffer; Berg, Stian

Solving Non-Stationary Bandit Problems by Random Sampling from Sibling Kalman Filters. Lecture Notes in Computer Science 0302-9743, Vol. 6098, p. 199-208

UIA

Granmo, Ole-Christoffer; Bouhmala, Nourddine

Using Learning Automata to Enhance Local-Search Based SAT Solvers with Learning Capability. Application of Machine Learning INTECH ISBN 978-953-307-035-3, p. 63-85

HSN UIA

Granmo, Ole-Christoffer; Bouhmala, Nourddine

Enhancing Local-search based SAT Solvers with Learning Capability. ICAART 2010, 2nd International Conference on Agents and Artificial Intelligence, Proceedings Institute for Systems and Technologies of Information, Control and Communication ISBN 978-989-674-021-4, p. 515-521

HSN UIA

Granmo, Ole-Christoffer; Granmo, Ole Christoffer; Oommen, John

Solving Stochastic Nonlinear Resource Allocation Problems Using a Hierarchy of Twofold Resource Allocation Automata. I.E.E.E. transactions on computers (Print) 0018-9340, Vol. 59(4), p. 545-560

UIA

Granmo, Ole-Christoffer; Oommen, John

Optimal sampling for estimation with constrained resources using a learning automaton-based solution for the nonlinear fractional knapsack problem. Applied intelligence (Boston) 0924-669X, Vol. 33(1), p. 3-20

UIA

Nietzio, Annika; Olsen, Morten Goodwin; Snaprud, Mikael Odd H.

Accessibility of eGovernment web sites: Towards a collaborative retrofitting approach. Lecture Notes in Computer Science 0302-9743, Vol. 6179

UIA

Norheim, Thomas; Brådland, Terje; Granmo, Ole-Christoffer; Oommen, John

A Generic Solution to Multi-Armed Bernoulli Bandit Problems Based on Random Sampling from Sibling Conjugate Priors. ICAART 2010, 2nd International Conference on Agents and Artificial Intelligence, Proceedings Institute for Systems and Technologies of Information, Control and Communication ISBN 978-989-674-021-4, p. 36-44

UIA

Olsen, Morten Goodwin; Snaprud, Mikael Odd H.; Nietzio, Annika

Automatic Checking of Alternative Texts on Web Pages. Lecture Notes in Computer Science 0302-9743, Vol. 6179

UIA

Stensby, Aleksander; Oommen, John; Granmo, Ole-Christoffer

Language Detection and Tracking in Multilingual Documents Using Weak Estimators. Lecture Notes in Computer Science 0302-9743, Vol. 6218, p. 600-609

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Lin, M.; Wen, X; Oommen, John; Gerdes, Martin; Reichert, Frank

Learning Automaton Based On-Line Discovery and Tracking of Spatio-temporal Event Patterns. Lecture Notes in Computer Science 0302-9743, Vol. 6230, p. 327-338

UIA

Yazidi, Anis; Granmo, Ole-Christoffer; Oommen, John

A Learning Automata Based Solution to Service Selection in Stochastic Environments. Lecture Notes in Computer Science 0302-9743(6098), p. 209-218

UIA

2009

Berntzen, Lasse; Olsen, Morten Goodwin

Benchmarking e-government : A comparative review of three international benchmarking studies. The Third International Conference on the Digital Society (ICDS 2009) IEEE, p. 77-82

HSN

Granmo, Ole-Christoffer

The Bayesian Learning Automaton - Empirical Evaluation with Two-Armed Bernoulli Bandit Problems. Proceedings of AI-2008, The Twenty-eight SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence Springer ISBN 9781848822146, p. 235-248

UIA

Granmo, Ole-Christoffer; Oommen, B. John

A Hierarchy of Twofold Resource Allocation Automata Supporting Optimal Sampling. Next-Generation Applied Intelligence : 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2009, Tainan, Taiwan, June 24-27, 2009. Proceedings Springer 5579/2009, p. 523-534

UIA

Granmo, Ole-Christoffer; Oommen, B. John

Learning Automata-based Solutions to Stochastic Nonlinear Resource Allocation Problems. Intelligent Systems for Knowledge Management Springer 252 ISBN 9783642041693, p. 1-30

UIA

Oommen, B. John; Granmo, Ole-Christoffer

Learning automata-based solutions to the Goore game and its applications. Game theory: strategies, equilibria, and theorems Nova Science Publishers, Inc. ISBN 978-1-604-56844-8, p. 183-216

UIA

Oommen, B. John; Granmo, Ole-Christoffer; Liang, Z.

A Novel Multidimensional Scaling Technique for Mapping Word-Of-Mouth Discussions. Opportunities and Challenges for next Generation Applied Intelligence Springer 214 ISBN 978-3-540-92813-3

UIA

2008

Bouhmala, Noureddine; Bouhmala, Noureddine; Granmo, Ole-Christoffer

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, p. 277-288

HSN UIA

Bouhmala, Noureddine; Cai, Xing

A Mulitlevel Greedy Algorithm for the Satisfiability Problem. Greedy Algorithms, p. 39-54

HSN UiO

Granmo, Ole-Christoffer

A Bayesian Learning Automaton for Solving Two-Armed Bernoulli Bandit Problems. Machine Learning and Applications, 2008. ICMLA '08. Seventh International Conference on IEEE Press, p. 23-30

UIA

Granmo, Ole-Christoffer; Oommen, B. John

A Hierarchy of Twofold Resource Allocation Automata Supporting Optimal Web Polling. Proceedings of IEA/AIE 2008, 21'st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems Springer 5027, p. 347-358

UIA

Kim, Sang-Woon; Oommen, B. John; Samuel, Mathew; Granmo, Ole-Christoffer

A solution to the stochastic point location problem in metalevel nonstationary environments. IEEE transactions on systems, man and cybernetics. Part B. Cybernetics 1083-4419, Vol. 38(2), p. 466-476

UIA

Ulltveit-Moe, Nils; Olsen, Morten Goodwin; Pillai, Anand Balachandran; Thomsen, Christian; Gjøsæter, Terje; Snaprud, Mikael Odd H.

Architecture for large-scale automatic web accessibility evaluation based on the UWEM methodology. Norsk informatikkonferanse : NIK 2008 Tapir Akademisk Forlag, p. 95-106

UIA

2007

Cai, Xing; Bouhmala, Noureddine

A unified framework of multi-objective cost functions for partitioning unstructured finite element meshes. Applied Mathematical Modelling 0307-904X, Vol. 31(9), p. 1711-1728

HSN UiO

Granmo, Ole-Christoffer; Bouhmala, Noureddine; Bouhmala, Noureddine

Solving the Satisfiability Problem Using Finite Learning Automata. International Journal of Computer Science and Applications 0972-9038, Vol. 4(3), p. 15-29

HSN UIA

Granmo, Ole-Christoffer; Myrer, Svein Arild; Oommen, B. John; Olsen, Morten Goodwin

Learning automata-based solutions to the nonlinear fractional knapsack problem with applications to optimal resource allocation. IEEE transactions on systems, man and cybernetics. Part B. Cybernetics 1083-4419, Vol. 37(1), p. 166-175

UIA

Granmo, Ole-Christoffer; Oommen, B. John

On Using a Hierarchy of Twofold Resource Allocation Automata to Solve Stochastic Nonlinear Resource Allocation Problems. Proceedings of the 20th Australian Joint Conference on Artificial Intelligence (AI 2007) Springer 4830, p. 36-47

UIA

Granmo, Ole-Christoffer; Pedersen, Asle; Oommen, B. John

Using Stochastic AI Techniques to Achieve Unbounded Resolution in Finite Player Goore Games and its Applications. Proceedings of the IEEE IEEE, p. 161-167

UIA

Kim, Sang-Woon; Samuel, Mathew; Granmo, Ole-Christoffer; Oommen, B. John

Stochastic Point Location in Non-stationary Environments and Its Applications. Proceedings of the Twentieth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2007) Springer 4570, p. 845-854

UIA

Oommen, B. John; Misra, Sudip; Granmo, Ole-Christoffer

Routing bandwidth-guaranteed paths in MPLS traffic engineering: A multiple race track learning approach. I.E.E.E. transactions on computers (Print) 0018-9340, Vol. 56(7), p. 959-976

UIA

2006

Eide, Viktor S W; Granmo, Ole-Christoffer; Eliassen, Frank; Michaelsen, Jørgen Andreas

Real-time Video Content Analysis : QoS-aware Application Composition and Parallel Processing. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) 1551-6857, Vol. 2(2), p. 149-172

UiO

Eide, Viktor S. Wold; Granmo, Ole-Christoffer; Eliassen, Frank; Michaelsen, Jørgen Andreas

Real-Time Video Content Analysis: QoS-Aware Application Composition and Parallel Processing. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) 1551-6857, Vol. 2(2)

UIA

Granmo, Ole-Christoffer; Oommen, B. John

On Allocating Limited Sampling Resources Using a Learning Automata-based Solution to the Fractional Knapsack Problem. Proceedings of the International IIS: IIPWM'06 Conference held in Ustron, Poland, June 19-22, 2006 Springer, p. 263-272

UIA

Granmo, Ole-Christoffer; Oommen, B. John; Myrer, Svein Arild; Olsen, Morten Goodwin

Determining Optimal Polling Frequency Using a Learning Automata-based Solution to the Fractional Knapsack Problem. IEEE International Conference on Cybernetics and Intelligent Systems (CIS 2006) IEEE

UIA

Granmo, Ole-Christoffer; Pedersen, Asle; Oommen, B. John

Empirical Verification of a Strategy for Unbounded Resolution in Finite Player Goore Games. Lecture Notes in Computer Science Springer LNAI 4304

UIA

Misra, Sudip; Granmo, Ole-Christoffer; Oommen, B. John

Stochastic Random-Races Algorithm for Routing in MPLS Traffic Engineering. The 25th Conference on Computer Communications (IEEE INFOCOM 2006) IEEE

UIA

Snaprud, Mikael Odd H.; Ulltveit-Moe, Nils; Balachandran, Anand Pillai; Olsen, Morten Goodwin

A proposed architecture for large scale web accessibility assessment. Lecture Notes in Computer Science 0302-9743, Vol. 4061, p. 234-241

UIA

2005

Bouhmala, Noureddine

A combined local search method and simulated annealing to constraint satisfaction problems. Proceedings of the Sixtewenth Australasian Workshop on Combinatorial Algoriths (AWOCA 2005), p. 429-438

HSN

2004

Granmo, Ole-Christoffer

Pipelined Execution of a Parallel Particle Filter for Real-time Feature Selection and Classification in Data Streams. WSEAS Transactions on Information Science and Applications 1790-0832, Vol. 1(3), p. 872-879

UIA

Granmo, Ole-Christoffer

Parallel Hypothesis Driven Video Content Analysis. Proceedings of the 2004 ACM Symposium on Applied Computing (SAC 2004) ACM Press, p. 642-648

UIA

Meseguer, Pedro; Bouhmala, Noureddine; Bouzoubaa, Taoufik; Sanchez, Marti

Current approaches for solving over-constrained problems. Constraints 1383-7133, Vol. 8, p. 9-39

HSN

2003

Bouhmala, Noureddine; Natvig, T.; Jakobsen, M.

A multilevel construction algorithm for the travelling salesman problem. Optimation and optimal control World Scientific 1, p. 29-35

HSN

Eide, Viktor S. Wold; Eliassen, Frank; Granmo, Ole-Christoffer; Lysne, Olav

Supporting Timeliness and Accuracy in Distributed Real-time Content-based Video Analysis. Proceedings of the 2003 Annual ACM International Conference on Multimedia (MM'03) ACM Press, p. 21-32

UIA

Granmo, Ole-Christoffer; Eliassen, Frank; Lysne, Olav; Eide, Viktor S. Wold

Techniques for Parallel Execution of the Particle Filter. Image Analysis Springer 2749, p. 983-990

UIA

2002

Eide, Viktor S. Wold; Eliassen, Frank; Granmo, Ole-Christoffer; Lysne, Olav

Scalable Independent Multi-level Distribution in Multimedia Content Analysis. Protocols and Systems for Interactive Distributed Multimedia Springer 2515, p. 37-48

UIA

1998

Bouhmala, Noureddine; Pahud, Michel

A parallel variant of simulated annealing for optimizing mesh partitions on workstations. Advances in Engineering Software 0965-9978, Vol. 29, p. 481-485

HSN