Selected Publications

2015

  • Souravlias, D., Parsopoulos, K.E., Kotsireas, I. S. Circulant Weighing Matrices: A Demanding Challenge for Parallel Optimization Metaheuristics, Optimization Letters, Springer, 2015.
  • Voglis, C., Hadjidoukas, P.E., Parsopoulos, K.E., Papageorgiou, D.G., Lagaris, I.E., Vrahatis, M.N. P-MEMPSODE: Parallel and Irregular Memetic Global Optimization, Computer Physics Communications, 2015.
  • Pandremmenou, K., Kondi, L.P., Parsopoulos, K.E. A Study on Visual Sensor Network Cross-Layer Resource Allocation Using Quality-Based Criteria and Metaheuristic Optimization Algorithms, Applied Soft Computing, 26, pp. 149-165, Elsevier, 2015.
  • Parsopoulos, K.E., Konstantaras, I., Skouri, K. Metaheuristic Optimization for the Single-Item Dynamic Lot Sizing Problem with Returns and Remanufacturing, Computers & Industrial Engineering, 83, pp. 307-315, Elsevier, 2015.
  • Fragkoulis, A., Kondi, L.P., Parsopoulos, K.E. Game Theoretic Wireless Resource Allocation for H.264 MGS Video Transmission Over Cognitive Radio Networks, Visual Information Processing and Communication VI (SPIE-IS&T Electronic Imaging 2015), San Francisco (CA), USA, 2015.


2014

  • Souravlias, D., Parsopoulos, K.E., Alba, E. Parallel Algorithm Portfolio with Market Trading-based Time Allocation, International Conference on Operations Research 2014 (OR 2014), Aachen, Germany, 2014.
  • Souravlias, D., Parsopoulos, K.E. Particle Swarm Optimization with Neighborhood-Based Budget Allocation, International Journal of Machine Learning and Cybernetics (IJMLC), Springer, 2014.
  • Pandremmenou, K., Kondi, L.P., Parsopoulos, K.E., Bentley, E.S. Game-Theoretic Solutions through Intelligent Optimization for Efficient Resource Management in Wireless Visual Sensor Networks, Signal Processing: Image Communication, 29 (4), pp. 472-493, Elsevier, 2014.
  • Katsenou, A.V., Kondi, L.P., Parsopoulos, K.E. Motion-Related Resource Allocation in Dynamic Wireless Visual Sensor Network Environments, IEEE Transactions on Image Processing, 223 (1), pp. 56-68, IEEE, 2014.


2013

  • Souravlias, D., Parsopoulos, K.E., Particle Swarm Optimization with Budget Allocation through Neighborhood Ranking, Genetic and Evolutionary Computation Conference (GECCO 2013), Amsterdam, The Netherlands, pp. 105-112, 2013.
  • Tatsis, V.A., Parsopoulos, K.E., Skouri, K., Konstantaras, I., An Ant-Based Optimization Approach for Inventory Routing, Advances in Intelligent Systems and Computing, Vol. 227, M. Emmerich et al. (eds.), pp. 107-121, 2013, Springer.
  • Voglis, C., Hadjidoukas, P.E., Parsopoulos, K.E., Papageorgiou, D.G., Lagaris, I.E., Adaptive Memetic Particle Swarm Optimization with Variable Local Search Pool Size, Genetic and Evolutionary Computation Conference 2013 (GECCO 2013), Amsterdam, The Netherlands, pp. 113-120, 2013.
  • Voglis, C., Adapt-MEMPSODE: A Memetic Algorithm with Adaptive Selection of Local Searches , Genetic and Evolutionary Computation Conference 2013 (BBOB 2013 Workshop) , Amsterdam, The Netherlands, 2013.
  • Voglis, C., Papageorgiou, D.E., Lagaris, I.E., Concurrent nomadic and bundle search: A class of parallel algorithms for local optimization, 10th International Conference on Parallel Processing and Applied Mathematics (PPAM 2013), Warsaw 2013.
  • Pandremmenou, K., Kondi, L.P., Parsopoulos, K.E., Fairness Issues in Resource Allocation Schemes for Wireless Visual Sensor Networks , Visual Information Processing and Communication IV (Proceedings of SPIE-IS&T Electronic Imaging), SPIE Vol. 8666, San Francisco (CA), USA, 2013.
  • Moustaki, E., Parsopoulos, K.E., Konstantaras, I., Skouri, K., Ganas, I., A First Study of Particle Swarm Optimization on the Dynamic Lot Sizing Problem with Product Returns, XI Balkan Conference on Operational Research (BALCOR 2013), Belgrade, Serbia, pp. 348-356, 2013.
  • Katsenou, A.V., Datsika, E.G., Kondi, L.P., Papapetrou, E., Parsopoulos, K.E., Power Aware QoS Enhancement in Multihop DS-CDMA Visual Sensor Networks, 18th International Conference on Digital Signal Processing (DSP 2013), Santorini, Greece.
  • Pandremmenou, K., Kondi, L.P., Parsopoulos, K.E., Geometric Bargaining Approach for Optimizing Allocation in Wireless Visual Sensor Networks, IEEE Transactions on Circuits and Systems for Video Technology, 23 (8), pp. 1388-1401, IEEE, 2013.


2012

  • Piperagkas, G.S., Konstantaras, I., Skouri, K., Parsopoulos, K.E., Solving the Stochastic Dynamic Lot-Sizing Problem Through Nature-Inspired Heuristics, Computers & Operations Research, 39 (7), pp. 1555-1565, 2012.
  • Voglis, C., Parsopoulos, K.E., Papageorgiou, D.G., Lagaris, I.E., Vrahatis, M.N., MEMPSODE: A Global Optimization Software Based on Hybridization of Population-Based Algorithms and Local Searches, Computer Physics Communications, 183 (5), pp. 1139-1154, 2012.
  • Voglis, C.A, Parsopoulos, K.E., Lagaris, I.E., Particle Swarm Optimization with Deliberate Loss of Information, Soft Computing, 16 (8), pp. 1373-1392, 2012.
  • Parsopoulos, K.E., Parallel Cooperative Micro-Particle Swarm Optimization: A Master-Slave Model, Applied Soft Computing, 12 (11), pp. 3552-3579, 2012.
  • Katsenou, A.V., Kondi, L.P., Parsopoulos, K.E., On the Use of Clustering for Resource Allocation in Wireless Visual Sensor Networks, Visual Information Processing and Communication III (Proceedings of SPIE-IS&T Electronic Imaging), by A. Said, O.G. Guleryuz, R.L. Stevenson (eds.), SPIE Vol. 8305, Article 83050S, Burlingame (CA), USA, 2012.
  • Pandremmenou, K., Kondi, L.P., Parsopoulos, K.E., Kalai-Smorodinsky Bargaining Solution for Optimal Resource Allocation Over Wireless DS-CDMA Visual Sensor Networks, Visual Information Processing and Communication III (Proceedings of SPIE-IS&T Electronic Imaging), by A. Said, O.G. Guleryuz, R.L. Stevenson (eds.), SPIE Vol. 8305, Article 83050T, Burlingame (CA), USA, 2012.
  • Piperagkas, G.S., Georgoulas, G., Parsopoulos, K.E., Stylios, C., Likas, A. Integrating Particle Swarm Optimization with Reinforcement Learning in Noisy Problems, Genetic and Evolutionary Computation Conference (GECCO 2012), Philadelphia (PA), USA, pp. 65-72, 2012.
  • Voglis, C., Piperagkas, G.S., Parsopoulos, K.E., Papageorgiou, D.G., Lagaris, I.E., MEMPSODE: Comparing Particle Swarm Optimization and Differential Evolution on a Hybrid Memetic Global Optimization Framework, Black-Box Optimization Workshop, Genetic and Evolutionary Computation Conference (GECCO 2012 Companion), Philadelphia (PA), USA, pp. 253-260, 2012.
  • Voglis, C., Piperagkas, G.S., Parsopoulos, K.E., Papageorgiou, D.G., Lagaris, I.E., MEMPSODE: An Empirical Assessment of Local Search Algorithm Impact on a Memetic Algorithm Using Noiseless Testbed, Black-Box Optimization Workshop, Genetic and Evolutionary Computation Conference (GECCO 2012 Companion), Philadelphia (PA), USA, pp. 245-252, 2012.
  • Katsenou, A.V., Kondi, L.P., Parsopoulos, K.E., Quality-Driven Power Control and Resource Allocation in Wireless Multi-rate Visual Sensor Networks, IEEE International Conference on Image Processing 2012 (IEEE ICIP 2012), Orlando (FL), USA, pp. 1117-1120, 2012.
  • Datsika, E.G., Katsenou, A.V., Kondi, L.P., Papapetrou, E., Parsopoulos, K.E., Priority-Based Cross-Layer Optimization for Multihop DS-CDMA Visual Sensor Networks, IEEE International Conference on Image Processing 2012 (IEEE ICIP 2012), Orlando (FL), USA, pp. 1102-1104, 2012.
  • Kotsireas, I.S., Parsopoulos, K.E., Piperagkas, G.S., Vrahatis, M.N., Ant-Based Approaches for Solving Autocorrelation Problems, Lecture Notes in Computer Science (LNCS), Vol. 7461, pp. 220-227, 2012, Springer.


2011

  • Piperagkas, G.S., Anastasiadis, A.G., Hatziargyriou, N.D., Stochastic PSO-based Heat and Power Dispatch under Environmental Constraints Incorporating CHP and Wind Power Units, Electric Power Systems Research, 81, pp. 209-218, 2011.
  • Pandremmenou, K., Kondi, L.P., Parsopoulos, K.E., Optimal Power Allocation and Joint Source-Channel Coding for Wireless DS-CDMA Visual Sensor Networks, A. Said, O.G. Guleryuz, R.L. Stevenson (eds.), Visual Information Processing and Communication II (Proceedings of SPIE-IS&T Electronic Imaging), SPIE Vol. 7882, Article 788206, San Francisco, CA, 2011.
  • Pandremmenou, K., Kondi, L.P., Parsopoulos, K.E., Optimal Power Allocation and Joint Source-Channel Coding for Wireless DS-CDMA Visual Sensor Networks Using the Nash Bargaining Solution, The 36th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech Republic, pp. 2340-2343, IEEE.
  • Voglis, C., Hadjidoukas, P.E., Dimakopoulos, V.V., Lagaris, I.E., Papageorgiou, D.G., A Task-Parallel Global Optimization Framework and its Application on Protein Folding, The 2011 International Conference on High Performance Computing & Simulation (HPCS 2011), Istanbul, Turkey.
  • Hadjidoukas, P.E., Dimakopoulos, V.V., Voglis, C, Lagaris, I.E., Papageorgiou, D.G., High-Performance Numerical Optimization on Multicore Clusters, The 17th International European Conference on Parallel and Distributed Computing (Euro-Par 2011), Bordeaux, France.
  • Katsenou, A.V., Kondi, L.P., Parsopoulos, K.E., Resource Management for Wireless Visual Sensor Networks Based on Individual Video Characteristics, IEEE International Conference on Image Processing 2011 (ICIP 2011), Brussels, Belgium, pp. 149-152, 2011.
  • Piperagkas, G.S., Voglis, C.,Tatsis, V.A., Parsopoulos, K.E., Skouri, K. Applying PSO and DE on Multi-Item Inventory Problem with Supplier Selection, The 9th Metaheuristics International Conference (MIC 2011), Udine, Italy, pp. 359-368, 2011.


2010

  • Parsopoulos, K.E., Vrahatis, M.N., Particle Swarm Optimization and Intelligence: Advances and Applications, Information Science Publishing (IGI Global), 2010. ISBN-10: 1615206663, ISBN-13: 978-1-61520-666-7. (Book's page at IGI Global)
  • Kilimis, D.A., Papageorgiou, D.G., Structural and Electronic Properties of Small Bimetallic Ag-Cu Clusters, Eur. Phys. J. D, 56, pp. 189-197, 2010.
  • Kilimis, D.A., Papageorgiou, D.G., Density Functional Study of Small Bimetallic Ag-Pd Clusters, J. Mol. Struct. THEOCHEM, 939, pp. 112-117, 2010.


2009

  • Petalas, Y.G., Parsopoulos, K.E., Vrahatis, M.N., Improving Fuzzy Cognitive Maps Learning Through Memetic Particle Swarm Optimization, Soft Computing, 13 (1), pp. 77-94, 2009.
  • Parsopoulos, K.E., Kariotou, F., Dassios, G., Vrahatis, M.N., Tackling Magnetoencephalography with Particle Swarm Optimization, International Journal of Bio-Inspired Computation, 1 (1/2), pp. 32-49, 2009.
  • Voglis, C., Lagaris, I.E., Towards “Ideal Multistart”. A Stochastic Approach for Locating the Minima of a Continuous Function Inside a Bounded Domain, Applied Mathematics and Computation, 213 (1), pp. 216-229, 2009.
  • Voglis, C., Hadjidoukas, P.E., Lagaris, I.E., Papageorgiou, D.G., A Numerical Differentiation Library Exploiting Parallel Architectures, Computer Physics Communications, 180 (8), pp. 1404-1415, 2009.
  • Lekka, Ch.E., Papageorgiou, D.G., Evangelakis, G.A., Deformation Induced Directional Amorphization in Zr2Ni Systems: A Remedy for the Mechanical Failure of Nano-Crystalline Alloys, J. Nanoscience & Nanotechnology, 9, pp. 4656-4662, 2009.
  • Lagogianni, A.E., Almyras, G., Lekka, Ch.E., Papageorgiou, D.G., Evangelakis, G.A., Structural Characteristics of CuxZr100-x Metallic Glasses by Molecular Dynamics Simulations, J. Alloys and Compounds, 483, pp. 658-661, 2009.
  • Georgiou, V.L., Malefaki, S., Parsopoulos, K.E., Alevizos, Ph.D., Vrahatis, M.N., Expeditive Extensions of Evolutionary Bayesian Probabilistic Neural Networks, Lecture Notes in Computer Science (LNCS), Vol. 5851, pp. 30-44, 2009, Springer.
  • Kyrgios, N., Voglis, C., Lagaris, I.E., Multistart Optimization with a Trainable Decision Maker for Avoiding High-Valued Local Minima, 3rd IC-EpsMsO Conference, Athens, 2009.
  • Parsopoulos, K.E., Cooperative Micro-Particle Swarm Optimization, ACM 2009 World Summit on Genetic and Evolutionary Computation (2009 GEC Summit), Shanghai, China, pp. 467-474, 2009.
  • Parsopoulos, K.E., Cooperative Micro-Differential Evolution for High-Dimensional Problems, Genetic and Evolutionary Computation Conference 2009 (GECCO'09), Montreal, Canada, pp. 531-538, 2009. (Nominated for best paper award at GECCO'09).