Computational Optimization, Methods and Algorithms

Häftad, Engelska, 2016

Del 356 i serien Studies in Computational Intelligence

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Beskrivning

Application case studies include aerodynamic shape optimization, microwave engineering, black-box optimization, classification, economics, inventory optimization and structural optimization.

Produktinformation

Utgivningsdatum:2016-08-23
Mått:155 x 235 x 17 mm
Vikt:458 g
Format:Häftad
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:283
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783662520048

Utforska kategorier

Artificiell intelligens inom Data och IT

Innehållsförteckning

Computational Optimization: An Overview.- Optimization Algorithms.- Surrogate-Based Methods.- Derivative-Free Optimization.- Maximum Simulated Likelihood Estimation: Techniques andApplications in Economics.- Optimizing Complex Multi-Location Inventory Models UsingParticle Swarm Optimization.- Traditional and Hybrid Derivative-Free Optimization Approachesfor Black Box Functions.- Simulation-Driven Design in Microwave Engineering: Methods.- Variable-Fidelity Aerodynamic Shape Optimization.- Evolutionary Algorithms Applied to Multi-Objective AerodynamicShape Optimization.- An Enhanced Support Vector Machines Model for Classificationand Rule Generation.- Benchmark Problems in Structural Optimization.