This updated, expanded, second edition includes new software methodologies and algorithms providing students with a more comprehensive knowledge base in addition to facilitating and making the project component of the textbook more efficient and effective. It further increases emphasis on manufacturing. Retaining its class-tested pedagogy, the book is concerned with the principles of facilities planning and their application to service, business, and product manufacturing operations. Equip...

The book examines the performance and optimization of systems where queueing and congestion are important constructs. Both finite and infinite queueing systems are examined. Many examples and case studies are utilized to indicate the breadth and depth of the queueing systems and their range of applicability. Blocking of these processes is very important and the book shows how to deal with this problem in an effective way and not only compute the performance measures of throughput, cycle ti...

This textbook provides an introduction to the use and understanding of optimization and modeling for upper-level undergraduate students in engineering and mathematics. The formulation of optimization problems is founded through concepts and techniques from operations research: Combinatorial Optimization, Linear Programming, and Integer and Nonlinear Programming (COLIN). Computer Science (CS) is also relevant and important given the applications of algorithms and Apps/algorithms (A) in solv...

This handbook surveys important stochastic problems and models in manufacturing system operations and their stochastic analysis. Using analytical models to design and control manufacturing systems and their operations entail critical stochastic performance analysis as well as integrated optimization models of these systems. Topics deal with the areas of facilities planning, transportation, and material handling systems, logistics and supply chain management, and integrated productivity and...

"This library is useful for practitioners, and is an excellent tool for those entering the field: it is a set of computer vision algorithms that work as advertised."-William T. Freeman, Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of TechnologyLearning OpenCV puts you in the middle of the rapidly expanding field of computer vision. Written by the creators of the free open source OpenCV library, this book introduces you to computer vision...

Effective Physical Security, Fourth Edition is a best-practices compendium that details the essential elements to physical security protection. The book contains completely updated sections that have been carefully selected from the authors' work that set the standard: Handbook of Loss Prevention and Crime Prevention, Fifth Edition. Designed for easy reference, Effective Physical Security contains important coverage of environmental design, security surveys, locks, lighting, and CCTV as we...

A cookbook of algorithms for common image processing applicationsThanks to advances in computer hardware and software, algorithms have been developed that support sophisticated image processing without requiring an extensive background in mathematics. This bestselling book has been fully updated with the newest of these, including 2D vision methods in content-based searches and the use of graphics cards as image processing computational aids. It’s an ideal referenc...

From the cutting-edge of technology comes this book on Building Information Modeling (BIM), the newest technology in the AEC industry that allows the professional to create 3D models of a building that includes much more data than a traditional 2D CAD file. Developing BIM Content explains the type of information that can go into a BIM model from a vendor-neutral perspective and explores different methods for organizing content. For anyone interested in creating feature-rich BIM object and ...

Quantum Chemistry is the prime subject in the field of higher level chemistry and it contains mathematical formulae. This book is basically for fundamental quantum chemistry, which is also known as semi-classical mechanics. This book contains computer programs in FORTRAN programming language, which can be compiled by any FORTRAN compiler, such as GFORTRAN or IFORTRAN.

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, these examples illustrate the main principles of feature engineering.Rather than simp...

The Most Complete, Up-to-Date CTS Exam Study SystemPublished with InfoComm International, CTS Certified Technology Specialist Exam Guide, Second Edition provides comprehensive coverage of all objectives on the latest release of the InfoComm Certified Technology Specialist exam—the leading internationally recognized audiovisual (AV) certification. You’ll get learning objectives at the beginning of each chapter, best practices, checklists, diagrams, photos, chapter review ...

A practical guide to building high performance systems for object detection, segmentation, video processing, smartphone applications, and moreKey FeaturesDiscover how to build, train, and serve your own deep neural networks with TensorFlow 2 and KerasApply modern solutions to a wide range of applications such as object detection and video analysisLearn how to run your models on mobile devices and web pages and improve their performance