Handbook of Heuristics
Handbook of Heuristics
Editor/Author
Marti, Rafael, Pardalos, Panos M. and Resende, Mauricio G. C.
Publication Year: 2018
Publisher: Springer Science+Business Media
Single-User Purchase Price:
$999.99

Unlimited-User Purchase Price:
Not Available
ISBN: 978-3-319-07124-4
Category: Psychology
Image Count:
364
Book Status: Available
Table of Contents
Heuristics are strategies using readily accessible, loosely applicable information to control problem solving. Algorithms, for example, are a type of heuristic. By contrast, Metaheuristics are methods used to design Heuristics and may coordinate the usage of several Heuristics toward the formulation of a single method.
Table of Contents
- Preface
- Part I Search Strategies
- 1 Adaptive and Multilevel Metaheuristics - Marc Sevaux, Kenneth Sörensen and Nelishia Pillay
- 2 Biased Random-Key Genetic Progamming - José Fernando Gonçalves and Mauricio G. C. Resende
- 3 Data Mining in Stochastic Local Search - Simone de Lima Martins, Isabel Rosseti and Alexandre Plastino
- 4 Evolution Strategies - Michael Emmerich, Ofer M. Shir and Hao Wang
- 5 Matheuristics - Martina Fischetti and Matteo Fischetti
- 6 Multi-start Methods - Rafael Martí, Jose A. Lozano, Alexander Mendiburu and Leticia Hernando
- 7 Multi-objective Optimization - Carlos A. Coello Coello
- 8 Restart Strategies - Oleg V. Shylo and Oleg A. Prokopyev
- Part II Local Search
- 9 Constraint-Based Local Search - Laurent Michel and Pascal Van Hentenryck
- 10 Guided Local Search - Abdullah Alsheddy, Christos Voudouris, Edward P. K. Tsang and Ahmad Alhindi
- 11 Theory of Local Search - W. Michiels, E. H. L. Aarts and J. Korst
- 12 Variable Neighborhood Descent - Abraham Duarte, Nenad Mladenovi´c, Jesús Sánchez-Oro and Raca Todosijevi´c
- Part III Metaheuristics
- 13 Ant Colony Optimization: A Component-Wise Overview - Manuel López-Ibáñez, Thomas Stützle and Marco Dorigo
- 14 Evolutionary Algorithms - David Corne and Michael A. Lones
- 15 Genetic Algorithms - Carlos García-Martínez, Francisco J. Rodriguez and Manuel Lozano
- 16 GRASP - Paola Festa and Mauricio G. C. Resende
- 17 Hyper-heuristics - Michael G. Epitropakis and Edmund K. Burke
- 18 Iterated Greedy - Thomas Stützle and Rubén Ruiz
- 19 Iterated Local Search - Thomas Stützle and Rubén Ruiz
- 20 Memetic Algorithms - Carlos Cotta, Luke Mathieson and Pablo Moscato
- 21 Particle Swarm Methods - Konstantinos E. Parsopoulos
- 22 POPMUSIC - Éric D. Taillard and Stefan Voß
- 23 Random-Key Genetic Algorithms - José Fernando Gonçalves and Mauricio G. C. Resende
- 24 Scatter Search - Rafael Martí, Ángel Corberán and Juanjo Peiró
- 25 Tabu Search - Manuel Laguna
- 26 Variable Neighborhood Search - Pierre Hansen and Nenad Mladenovi´c
- Part IV Analysis and Implementation
- 27 A History of Metaheuristics - Kenneth Sörensen, Marc Sevaux and Fred Glover
- 28 Parallel Metaheuristic Search - Teodor Gabriel Crainic
- 29 Theoretical Analysis of Stochastic Search Algorithms - Per Kristian Lehre and Pietro S. Oliveto
- Part V Applications
- 30 City Logistics - Jaume Barceló, Hanna Grzybowska and Jesús Arturo Orozco
- 31 Cutting and Packing - Ramón Alvarez-Valdes, Maria Antónia Carravilla and José Fernando Oliveira
- 32 Diversity and Equity Models - Fernando Sandoya, Anna Martínez-Gavara, Ricardo Aceves, Abraham Duarte and Rafael Martí
- 33 Evolutionary Algorithms for the Inverse Protein Folding Problem - Sune S. Nielsen, Grégoire Danoy, Wiktor Jurkowski, Roland Krause, Reinhard Schneider, El-Ghazali Talbi and Pascal Bouvry
- 34 Linear Layout Problems - Eduardo G. Pardo, Rafael Martí and Abraham Duarte
- 35 Maritime Container Terminal Problems - Christopher Expósito-Izquierdo, Eduardo Lalla-Ruiz, Jesica de Armas, Belén Melián-Batista and J. Marcos Moreno-Vega
- 36 Metaheuristics for Medical Image Registration - Andrea Valsecchi, Enrique Bermejo, Sergio Damas and Oscar Cordón
- 37 Metaheuristics for Natural Gas Pipeline Networks - Roger Z. Ríos-Mercado
- 38 Network Optimization - Luciana S. Buriol
- 39 Optimization Problems, Models, and Heuristics in Wireless Sensor Networks - Vinicius Morais, Fernanda S. H. Souza and Geraldo R. Mateus
- 40 Particle Swarm Optimization for the Vehicle Routing Problem: A Survey and a Comparative Analysis - Yannis Marinakis, Magdalene Marinaki and Athanasios Migdalas
- 41 Scheduling Heuristics - Rubén Ruiz
- 42 Selected String Problems - Christian Blum and Paola Festa
- 43 Supply Chain Management - Helena Ramalhinho Lourenço and Martín Gómez Ravetti
- 44 The Maximum Clique and Vertex Coloring - Oleksandra Yezerska and Sergiy Butenko
- 45 The Multi-plant Lot Sizing Problem with Multiple Periods and Items - Mariá C. V. Nascimento, Horacio H. Yanasse and Desiree M. Carvalho
- 46 Trees and Forests - Andréa Cynthia Santos, Christophe Duhamel and Rafael Andrade
- 47 World's Best Universities and Personalized Rankings - Mario Inostroza-Ponta, Natalie Jane de Vries and Pablo Moscato