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"This book is a comprehensive and in-depth reference to the most recent developments in the field covering theoretical developments, techniques, technologies, among others"--Provided by publisher.
This book is the first cohesive treatment of ITL algorithms to adapt linear or nonlinear learning machines both in supervised and unsupervised paradigms. It compares the performance of ITL algorithms with the second order counterparts in many applications.
Cities need forests. The network of woodlands, groups of trees and individual trees in a city and on its fringes performs a huge range of functions – such as regulating climate; storing carbon; removing air pollutants; reducing the risk of flooding; assisting in food, energy and water security; and improving the physical and mental health of citizens. Forests enhance the look of cities and play important roles in social cohesion; they may even reduce crime. This edition of Unasylva takes a close look at urban and peri-urban forestry – its benefits, pitfalls, governance and challenges.
In the course of fuzzy technological development, fuzzy graph theory was identified quite early on for its importance in making things work. Two very important and useful concepts are those of granularity and of nonlinear ap proximations. The concept of granularity has evolved as a cornerstone of Lotfi A.Zadeh's theory of perception, while the concept of nonlinear approx imation is the driving force behind the success of the consumer electronics products manufacturing. It is fair to say fuzzy graph theory paved the way for engineers to build many rule-based expert systems. In the open literature, there are many papers written on the subject of fuzzy graph theory. However, there are relativel...
Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address fundamental questions: What is likely to happen in the future? What is the best course of action? Adaptive Business Intelligence explores elements of data mining, predictive modeling, forecasting, optimization, and adaptability. The book explains the application of numerous prediction and optimization techniques, and shows how these concepts can be used to develop adaptive systems. Coverage includes linear regression, time-series forecasting, decision trees and tables, artificial neural networks, genetic programming, fuzzy systems, genetic algorithms, simulated annealing, tabu search, ant systems, and agent-based modeling.
This is a very different book. It is written for the dreamers of this world-the people who know that something different is possible-but who have never had the tools before., What if I told you that the tools exist? The possibilities youve always dreamed of are possible This book will provide you with a set of practical and dynamic tools and processes that empowers you to know what is true for you and who you truly BE. What if you, being you, can change everything-your life, relationships, body, money situation. . .and the world?
This cross-national comparative study analyzes the relationship between social inequality and the attainment of home ownership over the life course in 12 countries.
Today, economic growth is widely understood to be conditioned by productivity increases which are, in turn, profoundly affected by innovation. This volume explores these key relationships between innovation and growth, bringing together experts from both fields to compile a unique Handbook. The Handbook considers innovation from fresh perspectives, encompassing topics such as services innovation, inward investment and innovation, creative industry innovation and green innovation. It is divided into seven sections, dealing with regional innovation and growth theory, dynamics, evolution, agglomeration, innovation 'worlds', innovation system institutions, and innovation governance and policy. This definitive compendium on regional innovation and growth will undoubtedly appeal to teachers, students, researchers and practitioners of innovation and growth dynamics worldwide.
There are four rules to the old, painted music box:Wind the box three times only. Never wind the boxwhile the music plays. Never shut the box while themusic plays. Never move the box until the musicstops.Leo wouldn't dream of breaking these rules, but hisstubborn cousin Mimi never does what she's told.She winds the box four times--and suddenly thepaintings on its side come to life and a powerfulwitch is released. Now Leo and Mimi must stop thewitch, if only they can find the key to the musicbox--and the magical world it contains.