Adaptive and Multilevel Metaheuristics

Inbunden, Engelska, 2008

Av Carlos Cotta, Marc Sevaux, Kenneth Sörensen, Kenneth Sorensen

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This cutting edge volume presents recent advances in the area of adaptativeness in metaheuristic optimization. It includes up-to-date reviews of hyperheuristics and self-adaptation in evolutionary algorithms.

Produktinformation

Utgivningsdatum2008-05-30
Mått156 x 234 x 21 mm
Vikt606 g
FormatInbunden
SpråkEngelska
SerieStudies in Computational Intelligence
Antal sidor275
Upplaga2008
FörlagSpringer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN9783540794370

Tillhör följande kategorier

Matematik inom Naturvetenskap och teknik
Artificiell intelligens inom Data och it
Teknik: allmänt inom Naturvetenskap och teknik

Reviews of the Field.- Hyperheuristics: Recent Developments.- Self-Adaptation in Evolutionary Algorithms for Combinatorial Optimisation.- New Techniques and Applications.- An Efficient Hyperheuristic for Strip-Packing Problems.- Probability-Driven Simulated Annealing for Optimizing Digital FIR Filters.- RASH: A Self-adaptive Random Search Method.- Market Based Allocation of Transportation Orders to Vehicles in Adaptive Multi-objective Vehicle Routing.- A Simple Evolutionary Algorithm with Self-adaptation for Multi-objective Nurse Scheduling.- Individual Evolution as an Adaptive Strategy for Photogrammetric Network Design.- Adaptive Estimation of Distribution Algorithms.- Initialization and Displacement of the Particles in TRIBES, a Parameter-Free Particle Swarm Optimization Algorithm.- Evolution of Descent Directions.- “Multiple Neighbourhood” Search in Commercial VRP Packages: Evolving Towards Self-Adaptive Methods.- Automated Parameterisation of a Metaheuristic for the Orienteering Problem.