Nature Inspired Cooperative Strategies for Optimization (NICSO 2013)

Learning, Optimization and Interdisciplinary Applications

Häftad, Engelska, 2015

Av German Terrazas, Fernando E. B. Otero, Antonio D. Masegosa

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Collecting research presented at NICSO 2013, this book reports on nature-inspired methods and applications including Swarm Intelligence, Hyper-heuristics, Evolutionary Algorithms, Cellular Automata, Artificial Bee Colony, Ant Clustering and many others.

Produktinformation

Utgivningsdatum2015-08-14
Mått155 x 235 x 21 mm
Vikt563 g
FormatHäftad
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor355
FörlagSpringer International Publishing AG
ISBN9783319033471

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Artificiell intelligens inom Data och it

Extending the ABC-Miner Bayesian Classification Algorithm.- A Multiple Pheromone Ant Clustering Algorithm.- An Island Memetic Differential Evolution Algorithm for the Feature Selection Problem.- Using a Scouting Predator-Prey Optimizer to Train Support Vector Machines with non PSD Kernels.- Response Surfaces with Discounted Information for Global Optima Tracking in Dynamic Environments.- Fitness based Self Adaptive Differential.- Adaptation schemes and dynamic optimization problems: a basic study on the Adaptive Hill Climbing Memetic Algorithm.- Using base position errors in an entropy-based evaluation function for the study of genetic code adaptability.- An Adaptive Multi-Crossover Population Algorithm for Solving Routing Problems.- Corner Based Many-Objective Optimization.- Escaping Local Optima via Parallelization and.- An Improved Genetic Based Keyword Extraction Technique.- Part-of-Speech Tagging Using Evolutionary Computation.- A Cooperative approach using ants and bees for the graph coloring problem.- Artificial Bee Colony Training of Neural Networks.- Nonlinar optimization in landscapes with planar regions.- Optimizing Neighbourhood Distances for a Variant of Fully-Informed Particle Swarm Algorithm.- Meta Morphic Particle Swarm Optimization.- Empirical study of computational intelligence strategies for biochemical systems modelling.- Metachronal waves in Cellular Automata: Cilia-like manipulation in actuator arrays.- Team of A-Teams Approach for Vehicle Routing Problem with Time Windows.- Self-adaptable Group Formation of Reconfigurable Agents in Dynamic Environments.- A Choice Function Hyper-Heuristic for the Winner Determination Problem.- Automatic Generation of Heuristics for Constraint Satisfaction Problems.- Branching Schemes and Variable Ordering Heuristics for Constraint Satisfaction Problems: Is there Something to Learn.- Nash Equilibria Detection for Discrete-time Generalized Cournot Dynamic Oligopolies.