Dr Crina Grosan

Contact

Research Interests

University Research Centre Membership

Publications

Journal Papers

(Forthcoming) Thangaraj, R., Chelliah, TR., Pant, M., Abraham, A. and Grosan, C., Optimal gain tuning of PI speed controller in induction motor drives using particle swarm optimization, Logic Journal of the IGPL Forthcoming

(2012) Grosan, C., Abraham, A. and Snasel, V., SOLVING POLYNOMIAL SYSTEMS USING A MODIFIED LINE SEARCH APPROACH, INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 8 501- 526

(2011) Grosan, C., Abraham, A. and Hassainen, A., A line search approach for high dimensional function optimization, Telecommunication Systems 46 (3) : 217- 243

(2011) Vescan, A., Groşan, C. and Yang, S., A hybrid evolutionary multiobjective approach for the dynamic component selection problem, Proceedings of the 2011 11th International Conference on Hybrid Intelligent Systems, HIS 2011 714- 721

(2010) Grosan, C. and Abraham, A., Approximating Pareto frontier using a hybrid line search approach, Information Sciences 180 (14) : 2674- 2695

(2009) Grosan, C. and Abraham, A., A novel global optimization technique for high dimensional functions, International Journal of Intelligent Systems 24 (4) : 421- 440

(2009) Chen, ZX., Yang, B., Chen, YH., Abraham, A., Grosan, C. and Peng, LZ., Online hybrid traffic classifier for Peer-to-Peer systems based on network processors, Applied Soft Computing 9 (2) : 685- 694

(2009) Chen, ZX., Yang, B., Chen, YH., Wang, L., Wang, HY., Abraham, A. and Grosan, C., Improving neural network classification using Further Division of Recognition Space, International Journal of Innovative Computing, Information and Control 5 (2) : 301- 310

(2009) Hassanien, AE., Abraham, A. and Grosan, C., Spiking neural network and wavelets for hiding iris data in digital images, Soft Computing: A Fusion of Foundations, Methodologies and Applications 13 (4) : 401- 416

(2009) Grosan, C., Abraham, A. and Hassainen, AE., Designing resilient networks using multicriteria metaheuristics, Telecommunication systems 40 (1-2) : 75- 88

(2009) Oltean, M., Grosan, C., Diosan, L. and Mihaila, C., Genetic Programming with Linear Representation: a Survey., International Journal on Artificial Intelligence Tools 18 197- 238

(2009) Grosan, C. and Abraham, A., On a class of global optimization test functions, Neural Network World 19 (2) : 247- 252

(2008) Grosan, C., Abraham, A. and Tigan, S., Multicriteria programming in medical diagnosis and treatments, Applied Soft Computing 8 (4) : 1407- 1417

(2008) Grosan, C. and Abraham, A., Multiple solutions for a system of nonlinear equations, International Journal of Innovative Computing, Information and Control 4 (9) : 2161- 2170

(2008) Grosan, C. and Abraham, A., A new approach for solving nonlinear equations systems, IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans 38 (3) : 698- 714

(2007) Bhattacharya, A., Abraham, A., Vasant, P. and Grosan, C., Evolutionary artificial neural network for selecting flexible manufacturing systems under disparate level-of-satisfaction of decision maker, International Journal of Innovative Computing, Information and Control 3 (1) : 131- 140

(2007) Abraham, A., Grosan, C. and Tigan, S., Ensemble of hybrid neural network learning approaches for designing pharmaceutical drugs., Neural Computing and Applications 16 307- 316

(2007) Abraham, A., Grosan, C. and Martín-Vide, C., Evolutionary Design of Intrusion Detection Programs., I. J. Network Security 4 328- 339

(2007) Divecha, B., Abraham, A., Grosan, C. and Sanyal, S., Impact of Node Mobility on MANET Routing Protocols Models., JDIM 5 19- 23

(2007) Peddabachigari, S., Abraham, A., Grosan, C. and Thomas, JP., Modeling intrusion detection system using hybrid intelligent systems., J. Network and Computer Applications 30 114- 132

(2007) Oltean, M. and Grosan, C., Using traceless genetic programming for solving multi-objective optimization problems., J. Exp. Theor. Artif. Intell. 19 227- 248

(2006) Abraham, A. and Grosan, C., Automatic Programming Methodologies for Electronic Hardware Fault Monitoring., J. UCS 12 408- 431

(2006) Abraham, A. and Grosan, C., Decision Support Systems Using Ensemble Genetic Programming., JIKM 5 303- 313

(2005) Grosan, C. and Oltean, M., Adaptive representation for single objective optimization., Soft Comput. 9 594- 605

Conference Papers

(2008) Abraham, A., Badr, Y., Liu, H. and Grosan, C., A multi-swarm approach for neighbor selection in peer-to-peer networks, 5th International Conference on Soft Computing as Transdisciplinary Science and Technology (CSTST '08)

(2009) Pant, M., Thangaraj, R., Abraham, A. and Grosan, C., Differential Evolution with Laplace mutation operator., , IEEE Congress on Evolutionary Computation 2841- 2849

(2009) Abraham, A., Grosan, C., Liu, H. and Chen, Y., Hierarchical Takagi-Sugeno Models for Online Security Evaluation Systems., , IAS 687- 692

(2009) Abraham, A., Grosan, C. and Snásel, V., Programming Risk Assessment Models for Online Security Evaluation Systems., , UKSim 41- 46

(2008) Zhao, M., Abraham, A., Grosan, C. and Liu, H., A Fuzzy Particle Swarm Approach to Multiobjective Quadratic Assignment Problems., , Asia International Conference on Modelling and Simulation 516- 521

(2008) Vescan, A. and Grosan, C., A Hybrid Evolutionary Multiobjective Approach for the Component Selection Problem., , HAIS (5271) : 164- 171

(2008) Grosan, C., Abraham, A. and Helvik, BE., Building Multiobjective Resilient Networks., , UKSim 204- 209

(2008) Vescan, A., Grosan, C. and Pop, HF., Evolutionary Algorithms for the Component Selection Problem., , DEXA Workshops 509- 513

(2008) Bhattacharya, A., Konar, A., Das, S., Grosan, C. and Abraham, A., Hardware Software Partitioning Problem in Embedded System Design Using Particle Swarm Optimization Algorithm., , CISIS 171- 176

(2008) Pant, M., Thangaraj, R., Grosan, C. and Abraham, A., Hybrid differential evolution - Particle Swarm Optimization algorithm for solving global optimization problems., , ICDIM 18- 24

(2008) Pant, M., Thangaraj, R., Grosan, C. and Abraham, A., Improved Particle Swarm Optimization with low-discrepancy sequences., , IEEE Congress on Evolutionary Computation 3011- 3018

(2008) Vescan, A. and Grosan, C., Two Evolutionary Multiobjective Approaches for the Component Selection Problem., , ISDA (2) 395- 400

(2007) Liu, H., Abraham, A. and Grosan, C., A novel Variable Neighborhood Particle Swarm Optimization for multi-objective Flexible Job-Shop Scheduling Problems., , ICDIM 138- 145

(2007) Divecha, B., Abraham, A., Grosan, C. and Sanyal, S., Analysis of Dynamic Source Routing and Destination-Sequenced Distance-Vector Protocols for Different Mobility Models., , Asia International Conference on Modelling and Simulation 224- 229

(2007) Grosan, C. and Abraham, A., Exploration of multiple roots for a polynomial system., , ICDIM 133- 137

(2007) Grosan, C. and Abraham, A., Exploration of Pareto Frontier Using a Fuzzy Controlled Hybrid Line Search., , HIS 366- 371

(2007) Grosan, C. and Abraham, A., Hybrid Line Search for Multiobjective Optimization., , HPCC (4782) : 62- 73

(2007) Grosan, C. and Abraham, A., Modified Line Search Method for Global Optimization., , Asia International Conference on Modelling and Simulation 415- 420

(2007) Grosan, C. and Abraham, A., Solving Shortest Capacitated Path Problem Using a Bi-Objective Heuristic Approach., , Asia International Conference on Modelling and Simulation 427- 433

(2006) Grosan, C., Abraham, A. and Tigan, S., Engineering Drug Design Using a Multi-Input Multi-Output Neuro-Fuzzy System., , SYNASC 365- 371

(2006) Grosan, C., Abraham, A., Chis, M. and Chang, T-G., Evolutionary Elementary Cooperative Strategy for Global Optimization., , KES (3) (4253) : 677- 683

(2006) Chis, M. and Grosan, C., Evolutionary Hierarchical Time Series Clustering., , ISDA (1) 451- 455

(2006) Grosan, C., Abraham, A. and Gelbukh, AF., Evolutionary Method for Nonlinear Systems of Equations., , MICAI (4293) : 283- 293

(2006) Grosan, C., Abraham, A., Tigan, S. and Chang, T-G., How to Solve a Multicriterion Problem for Which Pareto Dominance Relationship Cannot Be Applied? A Case Study from Medicine., , KES (3) (4253) : 1128- 1135

(2006) Bhattacharya, A., Abraham, A., Grosan, C., Vasant, P. and Han, S., Meta-Learning Evolutionary Artificial Neural Network for Selecting Flexible Manufacturing Systems., , ISNN (2) (3973) : 891- 897

(2005) Banerjee, S., Grosan, C. and Abraham, A., Emotional Ant Based Modeling of Crowd Dynamics., , SYNASC 279- 286

(2005) Grosan, C. and Abraham, A., Ensemble of Genetic Programming Models for Designing Reactive Power Controllers., , HIS 277- 284

(2005) Abraham, A., Grosan, C., Han, S-Y. and Gelbukh, AF., Evolutionary Multiobjective Optimization Approach for Evolving Ensemble of Intelligent Paradigms for Stock Market Modeling., , MICAI (3789) : 673- 681

(2005) Abraham, A. and Grosan, C., Genetic programming approach for fault modeling of electronic hardware., , Congress on Evolutionary Computation 1563- 1569

(2005) Grosan, C., Abraham, A., Han, S. and Gelbukh, AF., Hybrid Particle Swarm - Evolutionary Algorithm for Search and Optimization., , MICAI (3789) : 623- 632

(2005) Banerjee, S., Grosan, C. and Abraham, A., IDEAS: Intrusion Detection based on Emotional Ants for Sensors., , ISDA 344- 349

(2005) Grosan, C., Abraham, A. and Han, S-Y., MEPIDS: Multi-Expression Programming for Intrusion Detection System., , IWINAC (2) (3562) : 163- 172

(2005) Oltean, M., Grosan, C., Abraham, A. and Köppen, M., Multiobjective Optimization Using Adaptive Pareto Archived Evolution Strategy., , ISDA 558- 563

(2005) Grosan, C., Abraham, A. and Nicoara, M., Performance Tuning of Evolutionary Algorithms Using Particle Sub Swarms., , SYNASC 287- 294

(2004) Grosan, C., A Comparison of Several Algorithms and Representations for Single Objective Optimization., , GECCO (1) (3102) : 788- 789

(2004) Oltean, M., Grosan, C. and Oltean, M., Designing Digital Circuits for the Knapsack Problem., , International Conference on Computational Science (3038) : 1257- 1264

(2004) Oltean, M., Grosan, C. and Oltean, M., Encoding Multiple Solutions in a Linear Genetic Programming Chromosome., , International Conference on Computational Science (3038) : 1281- 1288

(2004) Oltean, M. and Grosan, C., Evolving Digital Circuits using Multi Expression Programming., , Evolvable Hardware 87- 90

(2004) Grosan, C. and Oltean, M., Improving the Performance of Evolutionary Algorithms for the Multiobjective 0/1 Knapsack Problem Using e-Dominance., , International Conference on Computational Science (3037) : 674- 677

(2004) Grosan, C., Multiobjective 0/1 Knapsack Problem using Adaptive epsilon-Dominance., , WSC (34) : 547- 556

(2004) Grosan, C., Multiobjective Adaptive Representation Evolutionary Algorithm (MAREA) - a new evolutionary algorithm for multiobjective optimization., , WSC (34) : 113- 121

(2004) Grosan, C., Solving Geometrical Place Problems by using Evolutionary Algorithms., , IFIP Student Forum 365- 374

(2004) Varga, V., Dumitrescu, D. and Grosan, C., Solving Stochastic Optimization in Distributed Databases Using Genetic Algorithms., , ADBIS (3255) : 259- 274

(2003) Oltean, M. and Grosan, C., Evolving Evolutionary Algorithms Using Multi Expression Programming., , ECAL (2801) : 651- 658

(2003) Oltean, M. and Grosan, C., Solving Classification Problems Using Infix Form Genetic Programming., , IDA (2810) : 242- 253

Book Chapters

(2008) Abraham, A. and Grosan, C., Engineering Evolutionary Intelligent Systems: Methodologies, Architectures and Reviews.. In: Abraham, A., Grosan, C. and Pedrycz, W. eds. Engineering Evolutionary Intelligent Systems. Springer (82) : 1- 22

(2008) Abraham, A., Grosan, C. and Tigan, S., Pharmaceutical Drug Design Using Dynamic Connectionist Ensemble Networks.. In: Iwata, S., Ohsawa, Y., Tsumoto, S., Zhong, N., Shi, Y. and Magnani, L. eds. Communications and Discoveries from Multidisciplinary Data. Springer (123) : 221- 231

(2006) Abraham, A. and Grosan, C., Evolving Intrusion Detection Systems.. In: Nedjah, N., Mourelle, LDM. and Abraham, A. eds. Genetic Systems Programming. Springer (13) : 57- 79

(2006) Grosan, C. and Abraham, A., Stock Market Modeling Using Genetic Programming Ensembles.. In: Nedjah, N., Mourelle, LDM. and Abraham, A. eds. Genetic Systems Programming. Springer (13) : 131- 146

(2006) Grosan, C., Abraham, A. and Chis, M., Swarm Intelligence in Data Mining.. In: Abraham, A., Grosan, C. and Ramos, V. eds. Swarm Intelligence in Data Mining. Springer (34) : 1- 20

Books

(2008) Abraham, A., Grosan, C. and Pedrycz, W., Engineering Evolutionary Intelligent Systems. Springer

(2006) , Swarm Intelligence in Data Mining. Springer