Solve design planning and control problems using modern AI techniques Optimization problems are everywhere in daily life What s the fastest route from one place to another How do you calculate the optimal price for a product How should you plant crops allocate resources and schedule surgeries Optimization Algorithms introduces the AI algorithms that can solve these complex and poorly structured problems In Optimization Algorithms AI techniques for design planning and control problems you will learn The core concepts of search and optimization Deterministic and stochastic optimization techniques Graph search algorithms Trajectory based optimization algorithms Evolutionary computing algorithms Swarm intelligence algorithms Machine learning methods for search and optimization problems Efficient trade offs between search space exploration and exploitation State of the art Python libraries for search and optimization Inside this comprehensive guide you ll find a wide range of optimization methods from deterministic search algorithms to stochastic derivative free metaheuristic algorithms and machine learning methods Don t worry there s no complex mathematical notation You ll learn through in depth case studies that cut through academic com
The book provides the non-specialist with an introduction to quantitative evaluation of satellite and aircraft derived remotely retrieved data. Each chapter covers the pros and cons of digital remotely sensed data, without detailed mathematical treatment of computer based algorithms, but in a manner conductive to an understanding of their capabilities and limitations. Problems conclude each chapter. This third edition of a well-established introductory text presents the complete spectrum of acquisition, analysis and processing of remotely sensed data. The revisions reflect the developments in satellite and sensor programs as well as new processing techniques. A new chapter addresses hyperspectral image processing, and chapter twelve has been completely recast to focus it on data fusion.
En aquest material didactic es reflecteix el contingut complet del calcul matricial de les estructures de barres mitjançant el metode de la rigidesa que es desenvolupa en l''assignatura de Teoria d''Estructures impartida en el segon cicle de l''Escola Tecnica Superior d''Enginyeria Agraria de LleidaEn este material didactico se refleja el contenido completo del calculo matricial de las estructuras de barras mediante el metodo de la rigidez que se desarrolla en la asignatura de Teoria de Estructuras impartida en el segundo ciclo de la Escuela Tecnica Superior de Ingenieria Agraria de Lleida.
This is the first technical reference book available on the PSoC, and it offers the most comprehensive combination of technical data, example code, and descriptive prose you''ll find anywhere.
