Optimization : principles and algorithmsQue sais-je ?JeanBaptiste HiriartUrruty
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 using optimization techniques-either for the optimal dispatch of the system itself, or for...
optimization algorithm in photovoltaic energy storage systems, including algorithm principles, optimization goals, practical application cases, challenges and future development directions, providing new ideas for better promotion and application of new energy photovoltaic energy storage systems and valuable ...
Brain Storm Optimization Algorithms Concepts, Principles and Applications Editors: Shi Cheng Yuhui Shi Copyright: 2019 Available Renditions Hard cover Soft cover eBook View all book titles Publish with us Submission guidelines Open access publishing Policies and ethics Contact the Publishing...
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...
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, ...
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...
algorithms. The need for irrationally introducing new nature inspired intelligent (NII) algorithms in literature is also questioned and possible drawbacks of NII algorithms met in literature are discussed. In addition, guidelines for the development of new nature-inspired algorithms are proposed, in an...
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)....