With deregulation, market rules and economic principles dictate that commodities be priced at the marginal value of their production. As a result, it's necessary to work with ever-more-sophisticated algorithms
In this dissertation we investigate some applications of variational analysis in optimization theory and algorithms. In the first part we develop new extremal principles in variational analysis that deal with finite and infinite systems of convex and nonconvex sets. The results obtained, under the ...
Presents the principles of multiobjective or multicriteria optimization Describes ist main methods Evaluates the efficiency of different methods and considers the choice of an algorithm for a given problem The methods are illustrated by case studies from different fields of engineering Part of the book...
Evolutionary Optimization Algorithms 2025 pdf epub mobi 电子书 图书描述 This book is a clear and lucid presentation of Evolutionary Algorithms, with a straightforward, bottom-up approach that provides the reader with a firm grasp of the basic principles of EAs. Covering the theory, history, mathemat...
In common with other applications of machine learning, mathematical formula- tions of the learning problem in speech and language processing depend on models constructed from statistical principles, loss functions that quantify misfit between observed data and pre- dictions, parameters for the models, ...
On basis of mathematical principles, the algorithms are based on mathematical principles and formulas to optimize the parameters of the forecasting model. In the NGC forecasting literature, there are 7 categories of algorithms, representative of which are the Levenberg-Marquardt algorithm (LMA) (Shaikh...
The main idea is to use programs, and whose size, shape, and complexity is the self-organizing principles to coordinate not specified in advance. GP use relatively low-level populations of artificial agents that collaborate primitives, which are defined separately rather than to solve computational ...
Optimization Polymer flooding Enhanced Oil Recovery Nature inspired algorithms 1. Introduction 1.1. Nature inspired algorithms Nature provides an enormous source of mechanisms, principles and concepts for designing artificial computational methods to solve complex engineering optimization problems (Yang, 2010)....
Jamil, M., Zepernick, HJ. (2011). Waveform Optimization for Integrated Radar and Communication Systems Using Meta-Heuristic Algorithms. In: Yang, XS., Koziel, S. (eds) Computational Optimization and Applications in Engineering and Industry. Studies in Computational Intelligence, vol 359. Springer,...