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Metaheuristics: Computer Decision-Making

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Cover of 'Metaheuristics: Computer Decision-Making'

Table of Contents

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    Book Overview
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    Chapter 1 A Path Relinking Algorithm for the Generalized Assignment Problem
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    Chapter 2 The PROBE Metaheuristic and Its Application to the Multiconstraint Knapsack Problem
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    Chapter 3 Lagrangian Heuristics for the Linear Ordering Problem
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    Chapter 4 Enhancing the Performance of Memetic Algorithms by Using a Matching-Based Recombination Algorithm
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    Chapter 5 Multi-Cast Ant Colony System for the Bus Routing Problem
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    Chapter 6 Study of Genetic Algorithms with Crossover Based on Confidence Intervals as an Alternative to Classical Least Squares Estimation Methods for Nonlinear Models
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    Chapter 7 Metaheuristics: Computer Decision-Making
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    Chapter 8 A Potts Neural Network Heuristic for the Class/Teacher Timetabling Problem
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    Chapter 9 Genetic Algorithms for the Single Source Capacitated Location Problem
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    Chapter 10 An Elitist Genetic Algorithm for Multiobjective Optimization
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    Chapter 11 HSF: The iOpt’s Framework to Easily Design Metaheuristic Methods
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    Chapter 12 A Distance-Based Selection of Parents in Genetic Algorithms
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    Chapter 13 Experimental Pool Design: Input, Output and Combination Strategies for Scatter Search
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    Chapter 14 Evolutionary Proxy Tuning for Expensive Evaluation Functions: A Real-Case Application to Petroleum Reservoir Optimization
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    Chapter 15 An Analysis of Solution Properties of the Graph Coloring Problem
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    Chapter 16 Developing Classification Techniques from Biological Databases Using Simulated Annealing
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    Chapter 17 A New Look at Solving Minimax Problems with Coevolutionary Genetic Algorithms
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    Chapter 18 A Performance Analysis of Tabu Search for Discrete-Continuous Scheduling Problems
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    Chapter 19 Elements for the Description of Fitness Landscapes Associated with Local Operators for Layered Drawings of Directed Graphs
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    Chapter 20 Training Multi Layer Perceptron Network Using a Genetic Algorithm as a Global Optimizer
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    Chapter 21 Metaheuristics Applied to Power Systems
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    Chapter 22 On the Behavior of ACO Algorithms: Studies on Simple Problems
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    Chapter 23 Variable Neighborhood Search for the K-Cardinality Tree
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    Chapter 24 Heuristics for Large Strip Packing Problems with Guillotine Patterns: An Empirical Study
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    Chapter 25 Choosing Search Heuristics by Non-Stationary Reinforcement Learning
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    Chapter 26 GRASP for Linear Integer Programming
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    Chapter 27 Random Start Local Search and Tabu Search for a Discrete Lot-Sizing and Scheduling Problem
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    Chapter 28 New Benchmark Instances for The Steiner Problem in Graphs
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    Chapter 29 A Memetic Algorithm for Communication Network Design Taking into Consideration an Existing Network
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    Chapter 30 A GRASP Heuristic for the Capacitated Minimum Spanning Tree Problem Using a Memory-Based Local Search Strategy
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    Chapter 31 A GRASP-Tabu Search Algorithm for Solving School Timetabling Problems
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    Chapter 32 A Local Search Approach for the Pattern Restricted One Dimensional Cutting Stock Problem
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    Chapter 33 An Ant System Algorithm for the Mixed Vehicle Routing Problem with Backhauls
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Title
Metaheuristics: Computer Decision-Making
Published by
Springer US, June 2013
DOI 10.1007/978-1-4757-4137-7
ISBNs
978-1-4757-4137-7, 978-1-4419-5403-9
Authors

Resende, Mauricio G. C., Sousa, Jorge Pinho

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 39 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Spain 2 5%
United Kingdom 1 3%
Portugal 1 3%
Unknown 35 90%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 12 31%
Student > Master 6 15%
Student > Bachelor 4 10%
Student > Postgraduate 4 10%
Professor 3 8%
Other 5 13%
Unknown 5 13%
Readers by discipline Count As %
Engineering 13 33%
Computer Science 8 21%
Business, Management and Accounting 5 13%
Decision Sciences 3 8%
Agricultural and Biological Sciences 1 3%
Other 2 5%
Unknown 7 18%