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SIS 2014: Orlando, FL, USA
- 2014 IEEE Symposium on Swarm Intelligence, SIS 2014, Orlando, FL, USA, December 9-12, 2014. IEEE 2014, ISBN 978-1-4799-4459-0
Special Session: SIS'14 Session 1: Theory and Applications of Nature-Inspired Optimization Algorithms I
- Avtar Singh Buttar, Ashok Kumar Goel, Shakti Kumar:
Evolving novel algorithm based on intellectual behavior of Wild dog group as optimizer. 1-7 - Danillo Roberto Pereira, Mario A. Pazoti, Luís A. M. Pereira, João Paulo Papa:
A social-spider optimization approach for support vector machines parameters tuning. 8-13 - Julian Scott Yeomans, Raha Imanirad:
A parametric testing of the Firefly algorithm in the determination of the optimal osmotic drying parameters for papaya. 14-19 - Amir Hossein Gandomi
, David A. Roke:
Engineering optimization using interior search algorithm. 20-26 - Xingshi He, Na Li, Xin-She Yang:
Non-dominated sorting cuckoo search for multiobjective optimization. 27-33
SIS'14 Session 2: Particle Swarm Optimization - I
- Anna S. Rakitianskaia
Weight regularisation in particle swarm optimisation neural network training. 34-41 - Michal Pluhacek
Gathering algorithm: A new concept of PSO based metaheuristic with dimensional mutation. 42-47 - E. T. van Zyl, Andries P. Engelbrecht:
Comparison of self-adaptive particle swarm optimizers. 48-56 - Christopher K. Monson, Kevin D. Seppi:
Confident but weakly informed: Tackling PSO's momentum conundrum. 57-64 - Logan Perreault, Mike P. Wittie, John W. Sheppard
Communication-aware distributed PSO for dynamic robotic search. 65-72
Special Session: SIS'14 Session 3: Biologically-inspired Intelligence for Robotics
- Xin Yi, Anmin Zhu, Zhong Ming:
A bio-inspired approach to task assignment of multi-robots. 73-77 - Steven E. Muldoon
Naturally inspired optimization algorithms as applied to mobile robotic path planning. 78-83 - Frumen Olivas
A fuzzy system for parameter adaptation in ant colony optimization. 84-89 - Sebastian von Mammen, Sven Tomforde, Jörg Hähner, Patrick Lehner, Lukas Forschner, Andreas Hiemer, Mirela Nicola, Patrick Blickling:
OCbotics: An organic computing approach to collaborative robotic swarms. 90-97 - Chaomin Luo
Sensor-based autonomous robot navigation under unknown environments with grid map representation. 98-104
Special Session: SIS'14 Session 4: Applications of Swarm Intelligence for Industrial Processes
- Hafiz Munsub Ali, David Mitchell, Daniel C. Lee:
MAX-SAT problem using evolutionary algorithms. 105-112 - Yu-Hui Zhang, Yue-Jiao Gong, Wei-Neng Chen, Zhi-Hui Zhan, Jun Zhang
A generic archive technique for enhancing the niching performance of evolutionary computation. 113-120 - Wei-Chang Yeh
The hybrid swarm intelligence for S-system model-based genetic network. 121-127 - Tarun Kumar Sharma
Changing factor based food sources in artificial bee colony. 128-135 - Chia-Ling Huang, Wei-Chang Yeh:
A new K-harmonic means based simplified swarm optimization for data mining. 136-140
SIS'14 Session 5: Particle Swarm Optimization - II
- Andries P. Engelbrecht:
Asynchronous particle swarm optimization with discrete crossover. 141-148 - Katherine M. Malan
Particle swarm optimisation failure prediction based on fitness landscape characteristics. 149-157 - Benjamin Bengfort
Evolutionary design of self-organizing particle systems for collective problem solving. 158-165 - Marcos A. C. Oliveira, Carmelo J. A. Bastos Filho
Towards a network-based approach to analyze particle swarm optimizers. 166-173 - Veysel Gazi
Particle swarm optimization based distributed agreement in multi-agent dynamic systems. 174-180
SIS'14 Session 6: Swarm Algorithms & Applications - I
- Andries P. Engelbrecht:
Fitness function evaluations: A fair stopping condition? 181-188 - Nailah Al-Madi
Parallel glowworm swarm optimization clustering algorithm based on MapReduce. 189-196 - Christiaan Scheepers, Andries P. Engelbrecht:
Analysis of stagnation behaviour of competitive coevolutionary trained neuro-controllers. 197-204 - Nathan Fortier
Learning Bayesian classifiers using overlapping swarm intelligence. 205-212 - Daniel W. Palmer, Marc Kirschenbaum, Eric Mustee, Jason Dengler:
Human-swarm hybrids outperform both humans and swarms solving digital Jigsaw puzzles. 213-220
Poster Session: SSCI'14 Poster Session
- Xiaojing Xuan, Fangmin Dong, Shuifa Sun, Bangjun Lei:
An algorithm of polygonal approximation constrained by the offset direction. 221-225
Special Session: SIS'14 Session 7: Theory and Applications of Nature-Inspired Optimization Algorithms II
- Juan Diego Sanchez-Torres
A discontinuous recurrent neural network with predefined time convergence for solution of linear programming. 226-230 - Hafiz Munsub Ali, Daniel C. Lee:
A biogeography-based optimization algorithm for energy efficient virtual machine placement. 231-236 - Aderemi Oluyinka Adewumi
Improved particle swarm optimization based on greedy and adaptive features. 237-242
SIS'14 Session 8: Swarm Algorithms & Applications - II
- Filip Fossum, Jean-Marc Montanier, Pauline C. Haddow:
Repellent pheromones for effective swarm robot search in unknown environments. 243-250 - Olacir R. Castro Jr., Aurora T. R. Pozo
A MOPSO based on hyper-heuristic to optimize many-objective problems. 251-258 - Mardé Helbig
Using heterogeneous knowledge sharing strategies with dynamic vector-evaluated particle swarm optimisation. 259-266
SIS'14 Session 10: Combinatorial Problems
- Jake Collings, Eunjin Kim:
A distributed and decentralized approach for ant colony optimization with fuzzy parameter adaptation in traveling salesman problem. 267-275 - Ahmed Ezzat, Ashraf M. Abdelbar, Donald C. Wunsch II:
An extended EigenAnt colony system applied to the sequential ordering problem. 276-282 - Alex Wallar, Erion Plaku
A planner for autonomous risk-sensitive coverage (PARCov) by a team of unmanned aerial vehicles. 283-289 - Alex Wallar, Erion Plaku
Path planning for swarms in dynamic environments by combining probabilistic roadmaps and potential fields. 290-297 - Pedro Reta, Ricardo Landa:
Feature selection for problem decomposition on high dimensional optimization. 298-304
SIS'14 Session 9: Cultural Algorithms and Their Applications
- Felicitas Mokom, Ziad Kobti:
Improving artifact selection via agent migration in multi-population cultural algorithms. 305-312 - C. G. Nitash, Alok Singh
An artificial bee colony algorithm for minimum weight dominating set. 313-319 - Mohammad R. Raeesi N., Ziad Kobti:
A new strategy to detect variable interactions in large scale global optimization. 320-327 - Yousof A. Gawasmeh, Robert G. Reynolds:
A computational basis for the presence of sub-cultures in cultural algoithms. 328-335 - Mostafa Z. Ali
Balancing search direction in cultural algorithm for enhanced global numerical optimization. 336-342 - Mohammed El-Abd
Hybrid cooperative co-evolution for large scale optimization. 343-348 - Ryan Stallings, Biswanath Samanta:
Prediction of university enrollment using computational intelligence. 349-356
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