Titlebook: Oppositional Concepts in Computational Intelligence; Hamid R. Tizhoosh,Mario Ventresca Book 2008 Springer-Verlag Berlin Heidelberg 2008 Op

Ingredient

不可侵犯

Book 2008otivated in part by the observation that opposites permeate everything around us, in some form or another. Its study has attracted the attention of countless minds for at least 2500 years. However, due to the lack of an accepted mathematical formalism for opposition it has not been explicitly studie

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1860-949X truth may well be another profound truth.” – Niels Bohr This volume is motivated in part by the observation that opposites permeate everything around us, in some form or another. Its study has attracted the attention of countless minds for at least 2500 years. However, due to the lack of an accepted

Arresting

怒目而视

Differential Evolution Via Exploiting Opposite PopulationsDescriptions for the DE and ODE algorithms, and a comparison strategy are provided. Results are promising and confirm that the ODE outperforms its parent algorithm DE. This work can be regarded as an initial study to exploit oppositional concepts to expedite the optimization process for any population-based approach.

旧石器时代

Antithetic and Negatively Associated Random Variables and Function Maximization sufficiently smooth or monotone functions. In this article we discuss various concepts of negative association, antithetic and negatively associated random numbers, and low-discrepancy sequences, and discuss the extent to which these improve performance in Monte Carlo integration and optimization.

咆哮

Two Frameworks for Improving Gradient-Based Learning Algorithmsrovement in accuracy and generalization ability on common benchmark functions. The experiments involve examining the sensitivity of the approach to learning parameters, type of transfer function and number of neurons in the network.

商品

Opposition Mining in Reservoir Managementxperimental results at the end of chapter will confirm the contribution of the opposition scheme in speeding up the learning process especially at the early stage of learning and making it more robust at the end. These results are promising for large-scale water resources applications in the future.

软弱

María I. Martínez-León,Antonio Martínez-Valverde,LIdeal introduction to pediatric diagnostic imaging.Presents 100 pediatric radiology cases with clinical correlation.Includes 400 representative images.Provides bibliographic recommendations including

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