Applied Decision-Making: Applications in Computer Sciences and Engineering

✍ Scribed by Mauricio A. Sanchez, Leocundo Aguilar, Manuel Castañón-Puga, Antonio Rodríguez

• Publisher: Springer International Publishing
• Year: 2019
• Tongue: English
• Leaves: 221
• Series: Studies in Systems, Decision and Control 209
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book gathers a collection of the latest research, applications, and proposals, introducing readers to innovations and concepts from diverse environments and systems. As such, it will provide students and professionals alike with not only cutting-edge information, but also new inspirations and potential research directions.
Each chapter focuses on a specific aspect of applied decision making, e.g. in complex systems, computational intelligence, security, and ubiquitous computing.

✦ Table of Contents

Front Matter ....Pages i-viii
Evaluation of the Succession Measures of the Simultaneous Perturbation Stochastic Approximation Algorithm for the Optimization of the Process Capability Index (Juan Carlos Castillo García, Jesús Everardo Olguín Tiznado, Everardo Inzunza González, Claudia Camargo Wilson, Juan Andrés López Barreras, Enrique Efren García Guerrero)....Pages 1-26
An Optimization Vehicle Routing Problem Approached by Bio-inspired Algorithms—A Real Case Study (Eliandis Matos, Fernando Gaxiola, Luis Carlos González-Gurrola, Alain Manzo-Martinez)....Pages 27-44
Agent-Based Model of Resistant Bacterial Evolution in an Heterogeneous Medium (Rubén A. Castañeda-Martínez, Dora-Luz Flores, Carlos Castro, Balam Benítez)....Pages 45-64
Towards Intelligent Systems for Ubiquitous Computing: Tacit Knowledge-Inspired Ubicomp (Violeta Ocegueda-Miramontes, Mauricio A. Sanchez, Leocundo Aguilar)....Pages 65-94
Applied Decision Making in Design Innovation Management (Eduardo Ahumada-Tello, Manuel Castañón-Puga, Carelia Gaxiola-Pacheco, Richard D. Evans)....Pages 95-114
From Simulation to Implementation: Practical Advice for Policy Makers Who Want to Use Computer Modeling as an Analysis and Communication Tool (Javier Sandoval Félix, Manuel Castañón-Puga)....Pages 115-155
Adaptive Security Based on MAPE-K: A Survey (Evangelina Lara, Leocundo Aguilar, Mauricio A. Sanchez, Jesús A. García)....Pages 157-183
Interpretable Machine Learning from Granular Computing Perspective (Raúl Navarro-Almanza, Juan R. Castro, Mauricio A. Sanchez)....Pages 185-197
Nonlinear Modeling: Lessons Learned and Room for Improvement in the M&S Literature (E. Dante Suarez)....Pages 199-215

✦ Subjects

Engineering; Computational Intelligence