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Simulated Annealing -- Tabu Search -- Variable Neighborhood Search -- Scatter Search and Path-Relinking: Fundamentals, Advances, and Applications -- Genetic Algorithms -- A Modern Introduction to Memetic Algorithms -- Genetic Programming -- Ant Colony Optimization: Overview and Recent Advances...
Persistent link: https://www.econbiz.de/10013522854
The scope of this book is limited to heuristics, metaheuristics, and approximate methods and algorithms as applied to planning and scheduling problems. While it is not possible to give a comprehensive treatment of this topic in one book, the aim of this work is to provide the reader with a...
Persistent link: https://www.econbiz.de/10014018629
Scatter Search and Path Relinking: Advances and Applications -- An Introduction to Tabu Search -- Genetic Algorithms -- Genetic Programming: Automatic Synthesis of Topologies and Numerical Parameters -- A Gentle Introduction to Memetic Algorithms -- Variable Neighborhood Search -- Guided Local...
Persistent link: https://www.econbiz.de/10014021854
The third edition of this handbook is designed to provide a broad coverage of the concepts, implementations, and applications in metaheuristics. The book’s chapters serve as stand-alone presentations giving both the necessary underpinnings as well as practical guides for implementation. The...
Persistent link: https://www.econbiz.de/10012395942
Part 1: Introduction to Artificial Intelligence and Heuristics -- 1. Introduction -- 2. Heuristics -- 3. Data Engineering Techniques for Machine Learning and Heuristics -- Part 2: Food Security Machine Learning and Heuristics Models -- 4. Food Security -- 5. Food Security – Quality and Safety...
Persistent link: https://www.econbiz.de/10013368564
Introduction -- City Logistics -- Attended Home Delivery -- Knowledge Discovery and Data Mining -- Analysis of Floating Car Data -- Provision of Distance Matrices -- Evaluation of Information Models -- Routing in City Logistics -- Evaluation of Optimization Models -- Conclusions and Outlook
Persistent link: https://www.econbiz.de/10014425390
A Century of the EOQ -- Multi-period Lot-sizing with Stationary Demand: Extension to Forecast Horizons -- EOQ Models with Supply Disruptions -- Existence of EOQ and Its Evaluation: Some Cases of Stock Blow Down Dynamics Depending on Its Level -- Generalizing the Ordering Cost and Holding-Backlog...
Persistent link: https://www.econbiz.de/10014425558
Introduction -- Basic Multi-Item, Single-Location Inventory Model -- Multiple Machine Types with Commonality -- Service Differentiation -- Multi-Location System with Lateral Transshipments -- Two-Echelon System -- Multi-Echelon, Multi-Indenture System -- Static Repair Priorities.
Persistent link: https://www.econbiz.de/10014425747
"Profiles in Operations Research: Pioneers and Innovators" recounts the development of the field of Operations Research (OR), the science of decision making. This book traces the development of OR from its military origins to a mature discipline that is recognized worldwide for its contributions...
Persistent link: https://www.econbiz.de/10014415806
Chapter 1. Prescriptive Analytics in Internet of Things With Concentration on Deep Learning -- Chapter 2. Internet of Things: Technologies & Applications -- Chapter 3. Internet of Things Cybersecurity -- Blockchain as First Securitisation Layer of an IOT Network -- Chapter 4. Using Other...
Persistent link: https://www.econbiz.de/10012627352