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.

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.

""Two important aspects covered in this text are the ethical considerations in qualitative research methodologies, and the attention that is needed in University Research Ethics Committees to understanding and addressing these methodologies.""

"This book provides an overview of online research methods in urban and planning studies, exploring and discussing new digital tools and Web-based research methods, as well as the scholarly, legal, and ethical challenges associated with their use"--Provided by publisher.

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.

This is a complete guide to the concept mapping methodology and strategies behind using it for a broad range of social scientists - including students, researchers and practitioners.

The world is increasingly turbulent and complex, awash with disruptions, tipping points and knock-on effects. These range from the impacts of warfare in the Middle East on energy futures, investment and global currencies to the vast and unpredictable impacts of climate change. All this threatens established strategic planning methods.This book is for business and organizational leaders who want and need to think through how best to deal with increasing turbulence, and with the complexity and uncertainty that come with it. The authors explain in clear language how future orientation and, specifically, modern scenario techniques help to address these conditions. They draw on examples from a wide variety of international settings and circumstances including large corporations, inter-governmental organizations, small firms and municipalities. Readers will be inspired to try out scenario approaches themselves to better address the turbulence that affects them and others with whom they work, live and do business. A key feature of the book is the exchange of insights across the academic-practitioner divide. Scholars of scenario thinking and organizational environments will appreciate the authors' conceptual and methodological advances. What has previously remained jargon only accessible to the highest level of corporate and government futures planners here becomes comprehensible to a wider business and practitioner community.

Doing Research in Urban and Regional Planning provides a basic introduction to methodology and methods in planning research. It brings together the methods most commonly used in planning, explaining their key applications and basic protocols. It addresses the unique needs of planners by dealing with concerns which cut across the social, economic, and physical sciences, showing readers how to mobilise fresh combinations of methods, theoretical frameworks and techniques to address the complex needs of urban and regional development. It includes illustrative case studies throughout to help planning students see how methods can be operationalised on the ground and connect research with urban and regional planning practice to build foundations for action. The book pays attention to contemporary trends – such as the growth in information technology, and general shifts in urban and environmental governance – that are affecting the practicalities and protocols of doing planning research. Doing Research in Urban and Regional Planning also encourages ethical reflection and discusses the ethical issues specific to planning research. Each chapter begins with a chapter outline with learning outcomes and concludes with take-home messages and suggested further readings. It also suggests a range of learning activities and discussion points for each method.

Standard Transport Appraisal Methods, Volume 6 in the Advances in Transport Policy and Planning series, assesses both successful and unsuccessful practices and policies from around the world. Chapters in this new release include Transport models, Cost-Benefit Analysis, Value of Travel Time Savings and reliability, Value of Statistical Life, Wider economic benefits, Multi-criteria analysis, Best-Worst Method, Participatory Value Evaluation, Ex-post evaluation, Sustainability assessment, Evaluating Transport Equity, Environmental Impact Assessment, Decision-Support Systems, Deliberative appraisal methods, Critique on appraisal methods, Appraisal methods in developing countries, Research agenda for appraisal methods, and much more. - Provides the authority and expertise of leading contributors from an international board of authors - Presents the latest release in the Advances in Transport Policy and Planning series