-of-chapter exercises. In addition to the general statistical methods, the book also includes Monte Carlo simulation and optimization. The … Statistical Analysis of Data -- Modeling and Simulation: Part I -- Modeling and Simulation: Part II -- Solver, Scenarios, and Goal …

Traveling Salesman Problem: A New Genetic Algorithm Approach -- Simulation -- Sensitivity Analysis in Simulation of Stochastic … Activity Networks: A Computational Study -- Combined Discrete-Continuous Simulation Modeling of an Autonomous Underwater … Vehicle -- Decision Technologies -- Ex-Post Internet Charging: An Effective Bandwidth Model -- Knowledge Representation for …

Structural and Logical Modeling -- Logical And Probabilistic Theory Of Risk With Groups Of Incompatible Events -- Identification … Theory Of Non Success Risk -- Training Course Modeling Estimation and Analysis of Risks in Economics. … principles of the modern risk LP theory (the LP-calculus, the LP-methods and the risk LP-theory with GIE) using uniform …

Accurate predictions are essential in many areas such as corporate decision making, weather forecasting and technology …

This textbook is about three key aspects of system design: decision making under uncertainty, trade-off studies and … functions, quantitative metrics, prioritization and sensitivity analyses. Furthermore, human decision-making activities and … problems use these same tools. Therefore, these problems are also treated uniformly and modeled using prospect theory. Aimed at …

This book presents classical Markov Decision Processes (MDP) for real-life applications and optimization. MDP allows … users to develop and formally support approximate and simple decision rules, and this book showcases state … Policies In Mdps With Unbounded Jumps: The State Of Our Art -- Markov Decision Processes For Screening And Treatment Of Chronic …

dynamic models which allow to analyze and foster the decision making of firms in dynamic complex environments. The scope of … of dynamic optimization, dynamic games and meta-heuristics, which help to improve our understanding of (optimal) decision … -- Handling the complexity of predator-prey systems: managerial decision making in urban economic development and sustainable …

. This book offers a procedure for solving complex decision problems step by step. Unlike other texts, the book focuses on … problem analysis, on developing potential solutions, and on establishing a decision-making matrix. In this fourth edition of … the individual steps in the heuristic process. The book is intended for decision-makers at companies, non …