Machine Learning Methods for Planning

Machine Learning Methods for Planning PDF Author: Steven Minton
Publisher: Morgan Kaufmann
ISBN: 1483221172
Category : Social Science
Languages : en
Pages : 555

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Book Description
Machine Learning Methods for Planning provides information pertinent to learning methods for planning and scheduling. This book covers a wide variety of learning methods and learning architectures, including analogical, case-based, decision-tree, explanation-based, and reinforcement learning. Organized into 15 chapters, this book begins with an overview of planning and scheduling and describes some representative learning systems that have been developed for these tasks. This text then describes a learning apprentice for calendar management. Other chapters consider the problem of temporal credit assignment and describe tractable classes of problems for which optimal plans can be derived. This book discusses as well how reactive, integrated systems give rise to new requirements and opportunities for machine learning. The final chapter deals with a method for learning problem decompositions, which is based on an idealized model of efficiency for problem-reduction search. This book is a valuable resource for production managers, planners, scientists, and research workers.

Approaches to Planning

Approaches to Planning PDF Author: Ernest R. Alexander
Publisher: Taylor & Francis
ISBN: 9782881245114
Category : Architecture
Languages : en
Pages : 188

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Book Description
First Published in 1992. Routledge is an imprint of Taylor & Francis, an informa company.

Comparative Approaches to Program Planning

Comparative Approaches to Program Planning PDF Author: F. Ellen Netting
Publisher: John Wiley & Sons
ISBN: 1119187958
Category : Political Science
Languages : en
Pages : 322

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Book Description
"As a practitioner in the field for over thirty years, I have been exposed to endless 'planning' sessions that are prescriptive to the point of being oppressive. Thistext 'gives permission' to the practitioner to allow for emergence, uncertainty, and ambiguity in the planning process. Comparative Approaches to Program Planning provides a guide for the manager, administrator, executive director, strategic planner, and CEO to embrace multiple planning strategies and the understanding of each. This is extremely worthwhile in a dynamic environment and an ever- changing landscape and worldview." —Paul D. McWhinney, ACSW, Director of Social Services City of Richmond, Richmond, Virginia "This is the book I've been waiting for. It provides not only a linear approach to program design, but gives language to the tacit knowledge many planners have of the circular nature of their work. Both linear and circular thinking are important to planning processes and now we have a resource for teaching." —Jon E. Singletary, PhD, MSW, MDiv, Baylor University, School of Social Work The first text on program planning to guide readers in selecting program planning approaches appropriate to setting, culture, and context Valuable for students and practitioners in the social work, public administration, nonprofit management, and community psychology fields, Comparative Approaches to Program Planning provides practical and creative ways to effectively conduct program planning within human service organizations. Written by leaders in the social work education community, this innovative book explores program planning as a multi-layered and complex process. It examines both a traditional linear problem-solving model as well as an alternative emergent approach to program planning, helping professionals to successfully develop and enact effective and culturally competent planning in organizations and communities.

New Approaches to Spatial Planning and Design

New Approaches to Spatial Planning and Design PDF Author: Murat Özyavuz
Publisher: Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften
ISBN: 9783631782743
Category : Architectural design
Languages : en
Pages : 0

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Book Description
One of the main objectives of planning and design is the reflection of the works to the space. Therefore, the starting point of this book is to reveal the research conducted by different professions in the field of spatial planning and design. For this purpose, original researches on direct application and land were included. Planning and design studies need co-operation between professions in order to fulfill this philosophy. These activities are effective means of fulfilling the philosophy of sustainability. Planning and design is a tool to tell the story of a community, and how it's past, present and future work together for a sustainable tomorrow. The design process in which the most appropriate spatial compositions are revealed by shaping the areas in the direction of planning decisions, develops in the continuation of the planning process. This book is for landscape architects and other planning and design professions. Theoretical foundations, theories, methods, and applications will be essential parts of this reference book. In addition, this book addresses several very different subjects of study; landscape management, biodiversity, landscape restoration, landscape design, urban design, urban planning and architectural design related to theory, practice and the results will be covered.

Lesson Planning with Purpose

Lesson Planning with Purpose PDF Author: Christy McConnell
Publisher:
ISBN: 0807763985
Category : Education
Languages : en
Pages : 209

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Book Description
This book "takes readers on a journey through many pathways to engaging and meaningful educational experiences. The text first discusses Perceptive Teaching and then explores five unique approaches to lesson planning: behaviorist, constructivist, aesthetic, ecological, and integrated social-emotional learning. Chapters end with a sample lesson that can be compared across approaches"--

Integration of Process Planning and Scheduling

Integration of Process Planning and Scheduling PDF Author: Rakesh Kumar Phanden
Publisher: CRC Press
ISBN: 0429664729
Category : Technology & Engineering
Languages : en
Pages : 251

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Book Description
Both process planning and scheduling are very important functions of manufacturing, which affect together the cost to manufacture a product and the time to deliver it. This book contains various approaches proposed by researchers to integrate the process planning and scheduling functions of manufacturing under varying configurations of shops. It is useful for both beginners and advanced researchers to understand and formulate the Integration Process Planning and Scheduling (IPPS) problem effectively. Features Covers the basics of both process planning and scheduling Presents nonlinear approaches, closed-loop approaches, as well as distributed approaches Discuss the outfit of IPPS in Industry 4.0 paradigm Includes the benchmarking problems on IPPS Contains nature-algorithms and metaheuristics for performance measurements in IPPS Presents analysis of energy-efficient objective for sustainable manufacturing in IPPS

Basic Methods of Policy Analysis and Planning

Basic Methods of Policy Analysis and Planning PDF Author: Carl Patton
Publisher: Routledge
ISBN: 1317350006
Category : Political Science
Languages : en
Pages : 481

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Book Description
Updated in its 3rd edition, Basic Methods of Policy Analysis and Planning presents quickly applied methods for analyzing and resolving planning and policy issues at state, regional, and urban levels. Divided into two parts, Methods which presents quick methods in nine chapters and is organized around the steps in the policy analysis process, and Cases which presents seven policy cases, ranging in degree of complexity, the text provides readers with the resources they need for effective policy planning and analysis. Quantitative and qualitative methods are systematically combined to address policy dilemmas and urban planning problems. Readers and analysts utilizing this text gain comprehensive skills and background needed to impact public policy.

The Routledge Handbook of Planning Research Methods

The Routledge Handbook of Planning Research Methods PDF Author: Elisabete A. Silva
Publisher: Routledge
ISBN: 1317917022
Category : Architecture
Languages : en
Pages : 764

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Book Description
The Routledge Handbook of Planning Research Methods is an expansive look at the traditions, methods, and challenges of research design and research projects in contemporary urban planning. Through case studies, an international group of researchers, planning practitioners, and planning academics and educators, all recognized authorities in the field, provide accounts of designing and implementing research projects from different approaches and venues. This book shows how to apply quantitative and qualitative methods to projects, and how to take your research from the classroom to the real world. The book is structured into sections focusing on Beginning planning research Research design and development Rediscovering qualitative methods New advances in quantitative methods Turning research into action With chapters written by leading scholars in spatial planning, The Routledge Handbook of Planning Research Methods is the most authoritative and comprehensive handbook on the topic, providing both established and ground breaking coverage of spatial planning research methods. The book is an invaluable resource for undergraduate and graduate level students, young professionals and practitioners in urban, regional, and spatial planning.

Quality Planning and Assurance

Quality Planning and Assurance PDF Author: Herman Tang
Publisher: John Wiley & Sons
ISBN: 9781119819301
Category : Business & Economics
Languages : en
Pages : 0

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Book Description
"Quality planning has been a fundamental industrial practice for several decades, yet there are few comprehensive quality planning textbooks dedicated to the understanding of this subject at the undergraduate and graduate levels. In the quality field, professionals often consider Toyota as a role model for best practices. While one can learn Toyota quality for its principles, its specific practices are not necessarily applicable for every situation. In The Toyota Way to Service Excellence, Dr. Liker and Ross stated, "the Toyota Way training was designed to teach principles rather than specific methodology" (p.32). Similarly, this book focuses on the fundamental principles of quality planning, and extrapolates on their applications in various industries throughout each chapter. For current and future quality professionals, you can start learning these principles, with supporting application examples in this book, and later apply them towards your unique applications. Like one of my students said, "What I enjoyed most about this course was taking the information learned in this course and being able to utilize it within the industry that I currently work in.""--

Planning Health Promotion Programs

Planning Health Promotion Programs PDF Author: L. Kay Bartholomew Eldredge
Publisher: John Wiley & Sons
ISBN: 0470918888
Category : Medical
Languages : en
Pages : 770

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Book Description
This thoroughly revised and updated third edition of Planning Health Promotion Programs provides a powerful, practical resource for the planning and development of health education and health promotion programs. At the heart of the book is a streamlined presentation of Intervention Mapping, a useful tool for the planning and development of effective programs. The steps and tasks of Intervention Mapping offer a framework for making and documenting decisions for influencing change in behavior and environmental conditions to promote health and to prevent or improve a health problem. Planning Health Promotion Programs gives health education and promotion professionals and researchers information on the latest advances in the field, updated examples and explanations, and new illustrative case studies. In addition, the book has been redesigned to be more teachable, practical, and practitioner-friendly.