Evolutionary and Swarm Intelligence Algorithms

AvJagdish Chand Bansal,Pramod Kumar Singh

Häftad, Engelska, 2019

Del i serien Studies in Computational Intelligence

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Beskrivning

The topics discussed include particle swarm optimization, the artificial bee colony algorithm, Spider Monkey optimization algorithm, genetic algorithms, constrained multi-objective evolutionary algorithms, genetic programming, and evolutionary fuzzy systems.

Produktinformation

Utgivningsdatum:2019-01-26
Mått:155 x 235 x 12 mm
Vikt:312 g
Format:Häftad
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:190
Förlag:Springer Nature Switzerland AG
ISBN:9783030082291

Utforska kategorier

Artificiell intelligens inom Data och IT

Innehållsförteckning

Swarm and Evolutionary Computation.- Particle Swarm Optimization.- Artificial Bee Colony Algorithm Variants and Its Application to Colormap Quantization.- Spider Monkey Optimization Algorithm.- Genetic Algorithm and Its Advances in Embracing Memetics.- Constrained Multi-Objective Evolutionary Algorithm.- Genetic Programming for Classification and Feature Selection.- Genetic Programming for Job Shop Scheduling.- Evolutionary Fuzzy Systems: A Case Study for Intrusion Detection Systems.