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Handbook of Heuristics
Edited by Rafael Martí (),
Panos M. Pardalos () and
Mauricio G.C. Resende ()
in Springer Books from Springer
Date: 2025
Edition: Second Edition 2025
ISBN: 978-3-032-00385-0
References: Add references at CitEc
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Chapters in this book: - Ch 1 Adaptive and Multi-level Metaheuristics
- Marc Sevaux, Kenneth Sörensen and Nelishia Pillay
- Ch 2 Biased Random-Key Genetic Programming
- José Fernando Gonçalves and Mauricio G. C. Resende
- Ch 3 Data Mining in Heuristics
- Marcelo R. H. Maia, Isabel Rosseti, Simone de Lima Martins and Alexandre Plastino
- Ch 4 Deep Learning in Search Heuristics
- Nayeli Gast Zepeda, André Hottung and Kevin Tierney
- Ch 5 Evolution Strategies
- Michael Emmerich, Ofer M. Shir and Hao Wang
- Ch 6 Evolutionary Algorithms
- David Corne and Michael A. Lones
- Ch 7 Innovative Applications of Metaheuristics to Supervised Machine Learning
- Pritam Paral, Amitava Chatterjee and Patrick Siarry
- Ch 8 Matheuristics by Examples
- Martina Fischetti and Matteo Fischetti
- Ch 9 Multi-start Methods
- Rafael Martí, Jose A. Lozano, Alexander Mendiburu and Leticia Hernando
- Ch 10 Multiobjective Optimization
- Carlos A. Coello Coello
- Ch 11 Quantum-Inspired Heuristics
- Seán McGarraghy and Milena Venkova
- Ch 12 Restart Strategies
- Oleg V. Shylo and Oleg A. Prokopyev
- Ch 13 Simheuristics
- Angel Juan, Majsa Ammouriova, Javier Faulin, Javier Panadero and Daniele Ferone
- Ch 14 The Hybrid Metaheuristic CMSA
- Christian Blum and Jaume Reixach
- Ch 15 Constraint-Based Local Search
- L. Michel and P. Van Hentenryck
- Ch 16 Guided Local Search
- Christos Voudouris, Abdullah Alsheddy and Ahmad Alhindi
- Ch 17 Theory of Local Search
- W. Michiels, E. H. L. Aarts and J. Korst
- Ch 18 Variable Neighborhood Descent
- Abraham Duarte, Nenad Mladenović, Jesús Sánchez-Oro and Raca Todosijević
- Ch 19 Ant Colony Optimization: A Component-Wise Overview
- Manuel López-Ibáñez, Thomas Stützle and Marco Dorigo
- Ch 20 Estimation of Distribution Algorithms
- Pedro Larrañaga and Concha Bielza
- Ch 21 Fundamentals of Scatter Search
- Rafael Martí, José Laguardia and María Teresa León
- Ch 22 Genetic Algorithms
- Carlos García-Martínez, Francisco J. Rodriguez and Manuel Lozano
- Ch 23 GRASP
- Daniele Ferone, Paola Festa and Mauricio G. C. Resende
- Ch 24 Hyper-heuristics
- Michael G. Epitropakis and Edmund K. Burke
- Ch 25 Iterated Greedy
- Thomas Stützle and Rubén Ruiz
- Ch 26 Iterated Local Search
- Thomas Stützle and Rubén Ruiz
- Ch 27 Memetic Algorithms
- Carlos Cotta, Luke Mathieson and Pablo Moscato
- Ch 28 Particle Swarm Optimization
- Dimitra G. Triantali and Konstantinos E. Parsopoulos
- Ch 29 POPMUSIC
- Éric D. Taillard and Stefan Voß
- Ch 30 Random-Key Genetic Algorithms: Principles and Applications
- Mariana A. Londe, Luciana S. Pessoa, Carlos E. Andrade, José Fernando Gonçalves and Mauricio G. C. Resende
- Ch 31 Tabu Search
- Manuel Laguna
- Ch 32 Variable Neighborhood Search
- Pierre Hansen and Nenad Mladenović
- Ch 33 A History of Metaheuristics
- Kenneth Sörensen, Marc Sevaux and Fred Glover
- Ch 34 Alternate Optima in Combinatorial Optimization
- Marc Benito-Marimón, Anna Martínez-Gavara and Rafael Martí
- Ch 35 Heuristics in Design of Deep NeuralNetworks
- Ricardo Martins de Abreu Silva and Andersson Alves da Silva
- Ch 36 Parallel Meta-heuristic Search
- Teodor Gabriel Crainic
- Ch 37 Time Complexity Analysis of Stochastic Search Algorithms
- Pietro S. Oliveto
- Ch 38 City Logistics
- Jaume Barceló, Hanna Grzybowska and Jesús Arturo Orozco
- Ch 39 Cutting and Packing
- Ramón Alvarez-Valdes, Maria Antónia Carravilla and José Fernando Oliveira
- Ch 40 Diversity Optimization Models
- Fernando Sandoya, Anna Martínez-Gavara, Ricardo Aceves, Abraham Duarte, Nilse Romero, Osvaldo Palma and Rafael Martí
- Ch 41 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
- Ch 42 Graph Layout Problems
- Sergio Cavero, Eduardo G. Pardo, Abraham Duarte and Rafael Martí
- Ch 43 Heuristics in Vehicle Routing
- Claudia Archetti, Kris Braekers and Diego Cattaruzza
- Ch 44 Last-Mile Delivery with Crowdshipping
- Tiago Monteiro, João Pedro Pedroso and Ana Viana
- Ch 45 Maritime Container Terminal Problems
- Christopher Expósito-Izquierdo, Eduardo Lalla-Ruiz, Jesica de Armas, Belén Melián-Batista and J. Marcos Moreno-Vega
- Ch 46 Metaheuristics for Medical Image Registration
- Andrea Valsecchi, Enrique Bermejo, Sergio Damas and Oscar Cordón
- Ch 47 Metaheuristics for Natural Gas Pipeline Network Optimization
- Roger Z. Ríos-Mercado
- Ch 48 Metaheuristics for Problems in Sports Scheduling
- Celso C. Ribeiro, Sebastián Urrutia and Dominique de Werra
- Ch 49 Network Optimization
- Luciana S. Buriol
- Ch 50 Optimization Problems, Models, and Heuristics in Wireless Sensor Networks
- Vinicius Morais, Fernanda S. H. Souza and Geraldo R. Mateus
- Ch 51 Particle Swarm Optimization for the Vehicle Routing Problem: A Survey and a Comparative Analysis
- Yannis Marinakis, Magdalene Marinaki and Athanasios Migdalas
- Ch 52 Scheduling Heuristics
- Rubén Ruiz
- Ch 53 Search-Based Software Engineering Problems
- Javier Yuste, Eduardo G. Pardo and Francisco Chicano
- Ch 54 Selected String Problems
- Christian Blum and Paola Festa
- Ch 55 Solving Large-Scale Vehicle Routing Problems
- Luca Accorsi and Daniele Vigo
- Ch 56 Supply Chain Management
- Helena Ramalhinho Lourenço and Martín Gómez Ravetti
- Ch 57 The Maximum Clique and Vertex Coloring
- Oleksandra Yezerska and Sergiy Butenko
- Ch 58 The Multiplant Lot Sizing Problem with Multiple Periods and Items
- Mariá C. V. Nascimento, Horacio H. Yanasse, Desiree M. Carvalho and Silvio Alexandre de Araujo
- Ch 59 The OGA Company: The Role of Heuristics in Logistic Consulting Services
- Arturo López-Damas, Adolfo García, Reyes Maíllo, Alfredo G. Hernández-Díaz, Juan Carlos Rubio and Rafael Martí
- Ch 60 Trees and Forests
- Andréa Cynthia Santos, Christophe Duhamel and Rafael Andrade
- Ch 61 World’s Best Universities and Personalized Rankings
- Mario Inostroza-Ponta, Natalie Jane de Vries and Pablo Moscato
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http://www.springer.com/9783032003850 DOI: 10.1007/978-3-032-00385-0
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