Enlace del recurso

Enlace del recurso

Tabla de Contenidos: “…Front Cover -- Handbook of Metaheuristic Algorithms -- Copyright -- Contents -- List of figures -- List of tables -- List of algorithms -- List of listings -- About the authors -- Chun-Wei Tsai (1978-) -- Ming-Chao Chiang (1956-) -- Preface -- Part 1 Fundamentals -- 1 Introduction -- 1.1 Why metaheuristic algorithms -- 1.2 Organization of this book -- 2 Optimization problems -- 2.1 Problem definition -- 2.2 Combinatorial optimization problems -- 2.2.1 The one-max and 0-1 knapsack problems -- 2.2.2 The B2D and deceptive problems -- 2.2.3 The traveling salesman problem (TSP) -- 2.3 Continuous optimization problems -- 2.3.1 The single-objective optimization problem -- 2.3.2 The multi-objective optimization problem -- 2.4 Summary -- 3 Traditional methods -- 3.1 Exhaustive search (ES) -- 3.1.1 The basic idea of ES -- 3.1.2 Implementation of ES for the one-max problem -- 3.1.3 Discussion of ES -- 3.2 Hill climbing (HC) -- 3.2.1 The basic idea of HC -- 3.2.2 Implementation of HC for the one-max problem -- 3.2.2.1 Main function -- 3.2.2.2 Search function of HC -- 3.2.2.2.1 Declaration of parameters and functions -- 3.2.2.2.2 The main loop -- 3.2.2.2.3 Additional functions -- 3.2.2.3 Library function -- 3.2.3 Discussion of HC -- 3.3 Comparisons between ES and HC -- 3.3.1 Simulation results of ES and HC for the one-max problem -- 3.3.2 Simulation results of ES and HC for the deceptive problem -- 3.4 Summary of ES and HC -- Supplementary source code -- 4 Metaheuristic algorithms -- 4.1 What is a metaheuristic algorithm? …”