Introduction -- Classic regression metamodels and their designs -- Classic assumptions versus simulation practice -- Screening the many inputs of realistic simulation models -- Kriging metamodels and their designs -- Simulation optimization.

Theory of Vector Optimization -- Nonlinear Multiobjective Programming -- Goal Programming in the Period 1990–2000 -- Fuzzy Multiobjective and Multilevel Optimization -- Interactive Nonlinear Multiobjective Procedures -- Evolutionary Algorithms and Multiple Objective Optimization -- Data...

Multiple Criteria Decision Analysis: State of the Art Surveysprovides survey articles and references of the seminal or state-of-the-art research on MCDA. The material covered ranges from the foundations of MCDA, over various MCDA methodologies (outranking methods, multiattribute utility and...

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...

Dynamic MCDM, Habitual Domains and Competence Set Analysis for Effective Decision Making in Changeable Spaces -- The Need for and Possible Methods of Objective Ranking -- Preference Function Modelling: The Mathematical Foundations of Decision Theory -- Robustness in Multi-criteria Decision...

The Exponential Distribution and the Poisson Process -- Introduction to Renewal Theory -- Introduction to Markov Chains -- From Single Server Queues to M/G/1 -- Priorities and Scheduling in M/G/1 -- M/G/1 Using Markov Chains and LSTs -- The G/M/1 Queueing System -- Continuous-time Markov Chains...

Formal decision and evaluation models are so widespread that almost no one can pretend not to have used or suffered the consequences of one of them. This book is a guide aimed at helping the analyst to choose a model and use it consistently. A sound analysis of techniques is proposed and the...

I INTRODUCTION -- II DISCOUNTED COST MODELS -- Discounted Cost Models with Backorders -- Discount Cost Models with Polynomially Growing Surplus Cost -- Discounted Cost Models with Lost Sales -- III AVERAGE COST MODELS -- Average Cost Models with Backorders -- Average Cost Models with...

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...