Decision Making under Deep Uncertainty

Decision Making under Deep Uncertainty

Author: Vincent A. W. J. Marchau

Publisher: Springer

Published: 2019-04-04

Total Pages: 408

ISBN-13: 3030052524

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This open access book focuses on both the theory and practice associated with the tools and approaches for decisionmaking in the face of deep uncertainty. It explores approaches and tools supporting the design of strategic plans under deep uncertainty, and their testing in the real world, including barriers and enablers for their use in practice. The book broadens traditional approaches and tools to include the analysis of actors and networks related to the problem at hand. It also shows how lessons learned in the application process can be used to improve the approaches and tools used in the design process. The book offers guidance in identifying and applying appropriate approaches and tools to design plans, as well as advice on implementing these plans in the real world. For decisionmakers and practitioners, the book includes realistic examples and practical guidelines that should help them understand what decisionmaking under deep uncertainty is and how it may be of assistance to them. Decision Making under Deep Uncertainty: From Theory to Practice is divided into four parts. Part I presents five approaches for designing strategic plans under deep uncertainty: Robust Decision Making, Dynamic Adaptive Planning, Dynamic Adaptive Policy Pathways, Info-Gap Decision Theory, and Engineering Options Analysis. Each approach is worked out in terms of its theoretical foundations, methodological steps to follow when using the approach, latest methodological insights, and challenges for improvement. In Part II, applications of each of these approaches are presented. Based on recent case studies, the practical implications of applying each approach are discussed in depth. Part III focuses on using the approaches and tools in real-world contexts, based on insights from real-world cases. Part IV contains conclusions and a synthesis of the lessons that can be drawn for designing, applying, and implementing strategic plans under deep uncertainty, as well as recommendations for future work. The publication of this book has been funded by the Radboud University, the RAND Corporation, Delft University of Technology, and Deltares.


Deep Under

Deep Under

Author: Lisa Renee Jones

Publisher: EverAfter Romance

Published: 2016-04-18

Total Pages: 302

ISBN-13: 1682303950

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THIS IS A STANDALONE. Though it is book four in the Tall, Dark and Deadly series (and book one in the Walker Security series) it contains an over-arcing plot from the previous books in the Tall, Dark and Deadly series (see Tall, Dark and Deadly books 1-4 Boxed Set) BONUS SAMPLER BOOK. This edition includes excerpts from these 11 bestselling authors: Audrey Carlan, Carly Phillips, Kim Karr, Kyra Davis, Nicole Snow, Melody Anne, Geneva Lee, Layla Hagen, Whitney G., Linda Jones & Linda Howard, and Brenda Novak. ABOUT THE BOOK: Kyle, one of the alpha men of Walker Security, is hot, bothered, and intense, and when Myla lands in his line of fire, she'll soon learn her secrets, and her passion, belong to him, from New York Times bestselling author Lisa Renee Jones. Myla is beautiful, a dove with clipped wings, captive by the wolf, a vicious drug lord. One look into her eyes and Kyle could see the pain, the fear...the desperation. Or so it seems. He's been fooled before by a woman and it cost him everything and everyone he loved. He won't be fooled again. PRAISE FOR LISA RENEE JONES: “Jones’ suspense truly sizzles with an energy similar to FBI tales with a paranormal twist by Julie Garwood or Suzanne Brockmann.”—Booklist “Lisa has created a beautiful, complicated, and sensual world that is filled with intrigue and suspense. Sara’s character is strong, flawed, complex, and sexy—a modern girl we all can identify with. I’m thrilled to develop a television show that will tell Sara’s whole story - her life, her work, her friends, and her sexuality.”—Suzanne Todd, producer of Alice in Wonderland (and the INSIDE OUT series) “Intoxicating, intense, and deeply seductive.” —RT Book Reviews (Top Pick) on ESCAPING REALITY "Edgy, brilliant, and all-consuming, Dirty Money is THE series of the year! Lies, danger, secrets, and a hero you will fall HARD for. A must read!"—New York Times bestselling author Katy Evans “Darkly intense and deeply erotic, each new reveal involving Chris and Sara leaves you raw and restless, emotions running high as you wait for the next obstacle. These books are an addiction!” —RT Book Reviews (Top Pick) on NO IN BETWEEN


Deep Learning

Deep Learning

Author: Ian Goodfellow

Publisher: MIT Press

Published: 2016-11-10

Total Pages: 801

ISBN-13: 0262337371

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An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.


Underland: A Deep Time Journey

Underland: A Deep Time Journey

Author: Robert Macfarlane

Publisher: W. W. Norton & Company

Published: 2019-06-04

Total Pages: 373

ISBN-13: 0393242153

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National Bestseller • New York Times "100 Notable Books of the Year" • NPR "Favorite Books of 2019" • Guardian "100 Best Books of the 21st Century" • Winner of the National Outdoor Book Award "Mesmerizing…Underland is a portal of light in dark times." —Terry Tempest Williams, New York Times Book Review In Underland, Robert Macfarlane delivers an epic exploration of the Earth’s underworlds as they exist in myth, literature, memory, and the land itself. Traveling through the dizzying expanse of geologic time—from prehistoric art in Norwegian sea caves, to the blue depths of the Greenland ice cap, to a deep-sunk "hiding place" where nuclear waste will be stored for 100,000 years to come—Underland takes us on an extraordinary journey into our relationship with darkness, burial, and what lies beneath the surface of both place and mind. Global in its geography and written with great lyricism, Underland speaks powerfully to our present moment. At once ancient and urgent, this is a book that will change the way you see the world.


Deep Work

Deep Work

Author: Cal Newport

Publisher: Grand Central Publishing

Published: 2016-01-05

Total Pages: 228

ISBN-13: 1455586668

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AN AMAZON BEST BOOK OF 2O16 PICK IN BUSINESS & LEADERSHIP WALL STREET JOURNAL BUSINESS BESTSELLER A BUSINESS BOOK OF THE WEEK AT 800-CEO-READ Master one of our economy’s most rare skills and achieve groundbreaking results with this “exciting” book (Daniel H. Pink) from an “exceptional” author (New York Times Book Review). Deep work is the ability to focus without distraction on a cognitively demanding task. It's a skill that allows you to quickly master complicated information and produce better results in less time. Deep Work will make you better at what you do and provide the sense of true fulfillment that comes from craftsmanship. In short, deep work is like a super power in our increasingly competitive twenty-first century economy. And yet, most people have lost the ability to go deep-spending their days instead in a frantic blur of e-mail and social media, not even realizing there's a better way. In Deep Work, author and professor Cal Newport flips the narrative on impact in a connected age. Instead of arguing distraction is bad, he instead celebrates the power of its opposite. Dividing this book into two parts, he first makes the case that in almost any profession, cultivating a deep work ethic will produce massive benefits. He then presents a rigorous training regimen, presented as a series of four "rules," for transforming your mind and habits to support this skill. 1. Work Deeply 2. Embrace Boredom 3. Quit Social Media 4. Drain the Shallows A mix of cultural criticism and actionable advice, Deep Work takes the reader on a journey through memorable stories-from Carl Jung building a stone tower in the woods to focus his mind, to a social media pioneer buying a round-trip business class ticket to Tokyo to write a book free from distraction in the air-and no-nonsense advice, such as the claim that most serious professionals should quit social media and that you should practice being bored. Deep Work is an indispensable guide to anyone seeking focused success in a distracted world.


Cthulhu Deep Down Under

Cthulhu Deep Down Under

Author: Christopher Sequeira

Publisher: Ifwg Publishing International

Published: 2017-12

Total Pages: 218

ISBN-13: 9781925496475

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Celebrated horror writer H. P. Lovecraft's first major tale of his Cthulhu Mythos began an entire sub-genre of the macabre and in that story, he made Australia a crucial location in his supernatural universe. Now, a group of Australia's most accomplished writers of speculative fiction return to the promise of the master. This collection not only includes the best Australian Lovecraftian fiction but also presents new stories by internationally-lauded Australian creators Lucy Sussex, Kaaron Warren, and Janeen Webb. The book is the first in a series that will provoke fresh new imaginings of cosmic horror visited upon the land down under, and remind readers that when the stars come right, things for the inhabitants beneath the Southern Cross may go very, very wrong.


Deep Dark Fears

Deep Dark Fears

Author: Fran Krause

Publisher: Ten Speed Press

Published: 2015-09-29

Total Pages: 146

ISBN-13: 1607748150

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A devilishly funny collection of comics that explores our most gruesome, hilarious, and bizarre fears—and the dangers lurking around every corner. We all have strange, irrational fears—from seeing ghosts in the bedroom mirror to being sucked into a mall escalator or finding yourself miles below the ocean's surface on the deck of a sunken ship. In Deep Dark Fears, animator, illustrator, and cartoonist Fran Krause brings these fears to life in 101 vividly illustrated comics inspired by his wildly popular web comic and based on real fears submitted by online readers. Deep Dark Fears reveals a primal part of our humanity and highlighting both our idiosyncrasies and our similarities.


The Deep

The Deep

Author: Rivers Solomon

Publisher: Simon and Schuster

Published: 2019-11-05

Total Pages: 192

ISBN-13: 1534439889

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Octavia E. Butler meets Marvel’s Black Panther in The Deep, a story rich with Afrofuturism, folklore, and the power of memory, inspired by the Hugo Award–nominated song “The Deep” from Daveed Diggs’s rap group Clipping. Yetu holds the memories for her people—water-dwelling descendants of pregnant African slave women thrown overboard by slave owners—who live idyllic lives in the deep. Their past, too traumatic to be remembered regularly is forgotten by everyone, save one—the historian. This demanding role has been bestowed on Yetu. Yetu remembers for everyone, and the memories, painful and wonderful, traumatic and terrible and miraculous, are destroying her. And so, she flees to the surface escaping the memories, the expectations, and the responsibilities—and discovers a world her people left behind long ago. Yetu will learn more than she ever expected about her own past—and about the future of her people. If they are all to survive, they’ll need to reclaim the memories, reclaim their identity—and own who they really are. The Deep is “a tour de force reorientation of the storytelling gaze…a superb, multilayered work,” (Publishers Weekly, starred review) and a vividly original and uniquely affecting story inspired by a song produced by the rap group Clipping.


Town Is by the Sea

Town Is by the Sea

Author: Joanne Schwartz

Publisher: Groundwood Books Ltd

Published: 2017-04-01

Total Pages: 29

ISBN-13: 1554988721

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Winner of CILIP Kate Greenaway Medal Winner of the TD Canadian Children’s Literature Award A young boy wakes up to the sound of the sea, visits his grandfather’s grave after lunch and comes home to a simple family dinner with his family, but all the while his mind strays to his father digging for coal deep down under the sea. Stunning illustrations by Sydney Smith, the award-winning illustrator of Sidewalk Flowers, show the striking contrast between a sparkling seaside day and the darkness underground where the miners dig. With curriculum connections to communities and the history of mining, this beautifully understated and haunting story brings a piece of Canadian history to life. The ever-present ocean and inevitable pattern of life in a Cape Breton mining town will enthrall children and move adult readers.