Swarm Intelligence Based Optimization
Springer International Publishing (Verlag)
9783319503066 (ISBN)
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference on Swarm Intelligence Based Optimization, ICSIBO 2016, held in Mulhouse, France, in June 2016. The 9 full papers presented were carefully reviewed and selected from 20 submissions. They are centered around the following topics: theoretical advances of swarm intelligence metaheuristics; combinatorial discrete, binary, constrained, multi-objective, multi-modal, dynamic, noisy, and large scale optimization; artificial immune systems, particle swarms, ant colony, bacterial forging, artificial bees, fireflies algorithm; hybridization of algorithms; parallel/distributed computing, machine learning, data mining, data clustering, decision making and multi-agent systems based on swarm intelligence principles; adaptation and applications of swarm intelligence principles to real world problems in various domains.
Theoretical advances of swarm intelligence metaheuristics.- Combinatorial discrete, binary, constrained, multi-objective, multi-modal, dynamic, noisy, and large scale optimization.- Artificial immune systems, particle swarms, ant colony, bacterial forging, artificial bees, fireflies algorithm.- Hybridization of algorithms.- Parallel/distributed computing, machine learning, data mining, data clustering, decision making and multi-agent systems based on swarm intelligence principles.- Adaptation and applications of swarm intelligence principles to real world problems in various domains.
| Erscheinungsdatum | 22.12.2016 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | IX, 125 p. 56 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
| Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
| Schlagworte | Algorithm analysis and problem complexity • algorithms and data structures • Applications • Artificial Intelligence • classification • combinatorial optimization • Computer Science • conference proceedings • Continuous Optimization • Differential evolution • Distributed Computing • Dynamic Networks • Genetic Algorithm • Graphics Processing Unit • Health Care • Hybridization • hybrid metaheuristic • Image Segmentation • Informatics • Informatik • memetic algorithm • metaheurisitcs • Parallel Computing • partical swarm optimization • Research • Simulated annealing • Topologies • wieghted graphs |
| ISBN-13 | 9783319503066 / 9783319503066 |
| Zustand | Neuware |
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