GeoComputation, Second Edition

A revision of Openshaw and Abrahart’s seminal work, **GeoComputation, Second Edition** retains influences of its originators while also providing updated, state-of-the-art information on changes in the computational environment. In keeping with the field’s development, this new edition takes a broader view and provides comprehensive coverage across the field of GeoComputation. **See What’s New in the Second Edition:** * Coverage of ubiquitous computing, the GeoWeb, reproducible research, open access, and agent-based modelling * Expanded chapter on Genetic Programming and a separate chapter developed on Evolutionary Algorithms * Ten chapters updated by the same or new authors and eight new chapters added to reflect state of the art Each chapter is a stand-alone entity that covers a particular topic. You can simply dip in and out or read it from cover to cover. The opening chapter by Stan Openshaw has been preserved, with only a limited number of minor essential modifications having been enacted. This is not just a matter of respect. Openshaw’s work is eloquent, prophetic, and his overall message remains largely unchanged. In contrast to other books on this subject, **GeoComputation: Second Edition** supplies a state-of-the-art review of all major areas in GeoComputation with chapters written especially for this book by invited specialists. This approach helps develop and expand a computational culture, one that can exploit the ever-increasing richness of modern geographical and geospatial datasets. It also supplies an instructional guide to be kept within easy reach for regular access and when need arises. Front Cover 1 Contents 7 Foreword 9 Preface by Robert J. Abrahart 11 Preface by Linda See 15 Editors 17 Contributors 19 MATLAB Statement 21 Chapter 1: GeoComputation 23 Chapter 2: Modelling Spatial Morphologies : Fractal Patterns from Cellular Automata 45 Chapter 3: Parallel Computing in Geography 71 Chapter 4: The Evolving GeoWeb 91 Chapter 5: Geovisualisation as an Analytical Toolbox for Discovery 119 Chapter 6: GeoComputation : Applications in Biology 147 Chapter 7: Evolutionary Algorithms 165 Chapter 8: Genetic Programming : Magic Bullet, Poisoned Chalice or Two-Headed Monster? 191 Chapter 9: Agent-Based Modelling 225 Chapter 10: E-Research and GeoComputation 263 Chapter 11: Expert Systems for Planning and Spatial Decision Support 281 Chapter 12: Fuzzy Modelling 305 Chapter 13: Neurocomputing for GeoComputation 329 Chapter 14: GeoComputation and Open-Source Software : Components and Software Component Stacks 351 Chapter 15: Location-Based GeoComputation : Strategic Rethinking of the Opportunities for Outdoor Research Afforded by Mobile Devices 379 Chapter 16: Ubiquitous Computing, Spatial Big Data and Open GeoComputation 399 Chapter 17: Embedded GeoComputation : Publishing Text, Data and Software in a Reproducible Form 419 Chapter 18: Limits to GeoComputation 439 Chapter 19: GeoComputation in 2061 451 Back Cover 469 "This newly updated edition covers cutting-edge topics in computational geography, addressing a domain in both geographic and computer sciences. With an extended introduction that reviews directional changes and major advances in the field since the first edition, this book includes ten new topics as well as substantial modifications to existing chapters. Written by recognized international experts and up-and-coming researchers, the text introduces the subject matter by providing readable accounts of current developments. In addition, the authors examine possibilities for future developments through the year 2061"-- Provided by publisher