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General-Purpose Optimization Through Information Maximization

Om General-Purpose Optimization Through Information Maximization

Introduction.- Review of Optimization Methods.- Functional Analysis of Optimization.- A Unified View of Population-Based Optimizers.- Continuity of Optimizers.- The Optimization Process.- Performance Analysis.- Performance Experiments.- No Free Lunch Does Not Prevent General Optimization.- The Geometry of Optimization and the Optimization Game.- The Evolutionary Annealing Method.- Evolutionary Annealing In Euclidean Space.- Neuroannealing.- Discussion and Future Work.- Conclusion.- App. A, Performance Experiment Results.- App. B, Automated Currency Exchange Trading.

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  • Språk:
  • Engelska
  • ISBN:
  • 9783662620090
  • Format:
  • Häftad
  • Sidor:
  • 561
  • Utgiven:
  • 18. augusti 2021
  • Utgåva:
  • 12020
  • Mått:
  • 155x235x0 mm.
  • Vikt:
  • 878 g.
Leveranstid: 2-4 veckor
Förväntad leverans: 18. december 2024

Beskrivning av General-Purpose Optimization Through Information Maximization

Introduction.- Review of Optimization Methods.- Functional Analysis of Optimization.- A Unified View of Population-Based Optimizers.- Continuity of Optimizers.- The Optimization Process.- Performance Analysis.- Performance Experiments.- No Free Lunch Does Not Prevent General Optimization.- The Geometry of Optimization and the Optimization Game.- The Evolutionary Annealing Method.- Evolutionary Annealing In Euclidean Space.- Neuroannealing.- Discussion and Future Work.- Conclusion.- App. A, Performance Experiment Results.- App. B, Automated Currency Exchange Trading.

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