Average Time Complexity of Decision Trees

Decision tree is a widely used form of representing algorithms and knowledge. Compact data models and fast algorithms require optimization of tree complexity. This book is a research monograph on aver

There is a widespread assumption that the universe in general, and life in particular, is 'getting more complex with time'. This book brings together a wide range of experts in science, philosophy and theology and unveils their joint effort in exploring this idea. They confront essential problems behind the theory of complexity and the role of life within it: what is complexity? When does it increase, and why? Is the universe evolving towards states of ever greater complexity and diversity? If so, what is the source of this universal enrichment? This book addresses those difficult questions, and offers a unique cross-disciplinary perspective on some of the most profound issues at the heart of science and philosophy. Readers will gain insights in complexity that reach deep into key areas of physics, biology, complexity science, philosophy and religion.

Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover

This volume in the newly established series Advances in Delays and Dynamics (ADD@S) provides a collection of recent results on the design and analysis of Low Complexity Controllers for Time Delay Syst

Rokach (Ben-Gurion U.) and Maimon (Tel-Aviv U.) believe decision trees, already popular due to their success and simplicity, do a great job of predicting and explaining the relationship between some m

TIME TO SHINEThe Wonder Trio debut their adventuring careers with a splash, while the Crimson Vow rescue a mother and child from peril on their journey. When this brings the wrath of a corrupt band of

The relationship between intelligent systems and their environment is at the forefront of research in cognitive science.The Unexplained Intellect: Complexity, Time, and the Metaphysics of Embodied Tho

Who makes the important decisions in your organization? Strategy, product development, budgeting, compensation?such key decisions typically are made by company leaders. That’s what bosses are for, rig

This volume of Annals of Information Systems will acknowledge the twentieth anniversary of the founding of the International Society for Decision Support Systems (ISDSS) by documenting some of the cur

Originally published in 1969, the second edition of Professor Shackle's book has a fresh preface, an extra chapter and a number of additions to its bibliography. The extra chapter is concerned with the point at which one would decide to abandon an old policy and replace it with a new one. It is, in the words of the author, a further, rather radical development of the Stockholm sequence analysis. Professor Shackle examines how a decision can be rational only in a special sense, that of exploiting to the best present effect, on the decision-maker's state of mind, the scope afforded to imagination by what is known and by the gaps in that knowledge. The attempt made in this book to provide a theory of such decision has been called 'an existentialist economics'.

"Cottonwood and the River of Time" looks at some of the approaches scientists have used to unravel the puzzles of the natural world. With a lifetime of work in forestry and genetics to guide him, Rein

Offers guidance on the use of historical analogies in clarifying a problem, defining basic objectives, and making a decision

Trees can live a very long time, but what happens when they die? This unusual book describes, in lyrical prose accompanied by colorful and graphic illustrations, that trees have a whole long second life, continuing to contribute to their habitat, the environment, and the cycle of life.

Constraint Satisfaction Problems (CSPs) are natural computational problems that appear in many areas of theoretical computer science. Exploring which CSPs are solvable in polynomial time and which are NP-hard reveals a surprising link with central questions in universal algebra. This monograph presents a self-contained introduction to the universal-algebraic approach to complexity classification, treating both finite and infinite-domain CSPs. It includes the required background from logic and combinatorics, particularly model theory and Ramsey theory, and explains the recently discovered link between Ramsey theory and topological dynamics and its implications for CSPs. The book will be of interest to graduate students and researchers in theoretical computer science and to mathematicians in logic, combinatorics, and dynamics who wish to learn about the applications of their work in complexity theory.

A highly accessible interactive self-help guide that empowers readers to make good decisions—big and small—using growth mindset.We have to make choices every day, big and small, but it's the life-changing ones that often cause us to freeze or react too quickly, without thinking. With tips, studies, interviews, and observations, together with role-play scenarios for you to try, this book will help you identify and fight off the common enemies of good decision-making—inertia, procrastination and indecision—and empower you to make the choices that matter the most.Laurence Alison and Neil Shortland have spent over 20 years helping soldiers, police officers, doctors, and other professionals in high-stakes environments make tough decisions when lives are on the line. In Decision Time, they show us how those same decision-making techniques apply to everyday life, whether that's deciding to take a new job or change careers later in life, end a relationship, move across the world, or declare yo

Why are trees so important? How many types are there? How do they benefit the environment and wildlife? This book, by the award-winning author Piotr Socha, answers these questions and more, tracking the history of trees from the time of the dinosaurs to the current day.

Time and the Rhythms of Emancipatory Education argues that by rethinking the way we relate to time, we can fundamentally rethink the way we conceive education. Beyond the contemporary rhetoric of acce

In this compelling, beautiful memoir, award-winning writer Apricot Irving recounts her childhood as a missionary’s daughter in Haiti during a time of upheaval—both in the country and in he