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Machine Learning Methods

Li, Hang / Zeng, Huanqiang / Lin, Lu
Machine Learning Methods
This book provides a comprehensive and systematic introduction to the principal machine learning methods, covering both supervised and unsupervised learning methods. It discusses essential methods of classification and regression in supervised learning, such as decision trees, perceptrons, support vector machines, maximum entropy models, logistic regression models and multiclass classification, as well as methods applied in supervised learning...

CHF 123.00

Flexible Load Control for Enhancing Renewable Power Syste...

Li, Yuanzheng / Li, Yang / Zeng, Zhigang
Flexible Load Control for Enhancing Renewable Power System Operation
This book addresses the pressing challenges faced by renewable power system operation (RPSO) due to the increasing penetration of renewable energy and flexible load. These challenges can be divided into two categories. Firstly, the inherent uncertainties associated with renewable energy sources pose significant difficulties in RPSO. Secondly, the presence of various types of flexible load, along with their complex constraint relationships, add...

CHF 192.00

Artificial Intelligence Enabled Computational Methods for...

Li, Yuanzheng / Zeng, Zhigang / Wu, Lei / Zhao, Yong
Artificial Intelligence Enabled Computational Methods for Smart Grid Forecast and Dispatch
With the increasing penetration of renewable energy and distributed energy resources, smart grid is facing great challenges, which could be divided into two categories. On the one hand, the endogenous uncertainties of renewable energy and electricity load lead to great difficulties in smart grid forecast. On the other hand, massive electric devices as well as their complex constraint relationships bring about significant difficulties in smart ...

CHF 188.00

Numerical Methods for Fractional Calculus

Li, Changpin / Zeng, Fanhai
Numerical Methods for Fractional Calculus
This book provides efficient and reliable numerical methods for solving fractional calculus problems. It focuses on numerical techniques for fractional integrals, derivatives, and differential equations. The book covers frequently used fractional integrals and derivatives, explains how to implement fractional finite difference methods in various fractional differential equations relevant to scientific and engineering applications, and presents...

CHF 140.00