Metaheuristics

Table of Contents

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   Book Overview
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   Chapter 1 Application of CMSA to the Electric Vehicle Routing Problem with Time Windows, Simultaneous Pickup and Deliveries, and Partial Vehicle Charging
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   Chapter 2 A BRKGA with Implicit Path-Relinking for the Vehicle Routing Problem with Occasional Drivers and Time Windows
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   Chapter 3 Metaheuristic Algorithms for UAV Trajectory Optimization in Mobile Networks
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   Chapter 4 New Neighborhood Strategies for the Bi-objective Vehicle Routing Problem with Time Windows
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   Chapter 5 Tabu Search with Multiple Decision Levels for Solving Heterogeneous Fleet Pollution Routing Problem
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   Chapter 6 A Learning Metaheuristic Algorithm for a Scheduling Application
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   Chapter 7 MineReduce-Based Metaheuristic for the Minimum Latency Problem
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   Chapter 8 Optimizing Multi-variable Time Series Forecasting Using Metaheuristics
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    Chapter 9 Unsupervised Machine Learning for the Quadratic Assignment Problem
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    Chapter 10 On Optimizing the Structure of Neural Networks Through a Compact Codification of Their Architecture
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    Chapter 11 Neural Architecture Search Using Differential Evolution in MAML Framework for Few-Shot Classification Problems
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    Chapter 12 Neural Architecture Search Using Metaheuristics for Automated Cell Segmentation
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    Chapter 13 Analytical Methods to Separately Evaluate Convergence and Diversity for Multi-objective Optimization
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    Chapter 14 How a Different Ant Behavior Affects on the Performance of the Whole Colony
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    Chapter 15 Evaluating the Effects of Chaos in Variable Neighbourhood Search
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    Chapter 16 Investigating Fractal Decomposition Based Algorithm on Low-Dimensional Continuous Optimization Problems
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    Chapter 17 A Comparative Analysis of Different Multilevel Approaches for Community Detection
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    Chapter 18 Tchebycheff Fractal Decomposition Algorithm for Bi-objective Optimization Problems
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    Chapter 19 Local Search for Integrated Predictive Maintenance and Scheduling in Flow-Shop
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    Chapter 20 An Investigation of Hyper-Heuristic Approaches for Teeth Scheduling
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    Chapter 21 A Mixed-Integer Programming Formulation and Heuristics for an Integrated Production Planning and Scheduling Problem
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    Chapter 22 Construct, Merge, Solve and Adapt Applied to the Maximum Disjoint Dominating Sets Problem
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    Chapter 23 Fixed Set Search Applied to the Territory Design Problem
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    Chapter 24 The P-Next Center Problem with Capacity and Coverage Radius Constraints: Model and Heuristics
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    Chapter 25 Automatic Configuration of Metaheuristics for Solving the Quadratic Three-Dimensional Assignment Problem Using Irace
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    Chapter 26 Hyper-parameter Optimization Using Continuation Algorithms
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    Chapter 27 Selecting the Parameters of an Evolutionary Algorithm for the Generation of Phenotypically Accurate Fractal Patterns
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    Chapter 28 Addressing Sustainability in Precision Agriculture via Multi-Objective Factored Evolutionary Algorithms
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    Chapter 29 Modeling and Solving the K-Track Assignment Problem
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    Chapter 30 Instance Space Analysis for the Generalized Assignment Problem
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    Chapter 31 Decision Support for Agri-Food Supply Chains in the E-Commerce Era: The Inbound Inventory Routing Problem with Perishable Products
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    Chapter 32 A Multi-objective Biased Random-Key Genetic Algorithm for the Siting of Emergency Vehicles
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    Chapter 33 Simulated Annealing for a Complex Industrial Scheduling Problem
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    Chapter 34 A Matheuristic for Multi-Depot Multi-Trip Vehicle Routing Problems
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    Chapter 35 Comparing QUBO Models of the Magic Square Problem for Quantum Annealing
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    Chapter 36 Self-adaptive Publish/Subscribe Network Design
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    Chapter 37 An Efficient Fixed Set Search for the Covering Location with Interconnected Facilities Problem
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    Chapter 38 Hybrid PSO/GA+solver Approaches for a Bilevel Optimization Model to Optimize Electricity Dynamic Tariffs
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    Chapter 39 An Agent-Based Model of Follow-the-leader Search Using Multiple Leaders
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    Chapter 40 A Scatter Search Approach for the Parallel Row Ordering Problem
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    Chapter 41 A Multi-Population BRKGA for Energy-Efficient Job Shop Scheduling with Speed Adjustable Machines
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    Chapter 42 An Evolutionary Algorithm Applied to the Bi-Objective Travelling Salesman Problem
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    Chapter 43 Hybrid Metaheuristic Approaches for Makespan Minimization on a Batch Processing Machine
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    Chapter 44 Variable Neighborhood Descent for Software Quality Optimization
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    Chapter 45 Iterated Local Search with Genetic Algorithms for the Photo Slideshow Problem
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    Chapter 46 A Tabu Search Matheuristic for the Generalized Quadratic Assignment Problem
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    Chapter 47 A Fast Metaheuristic for Finding the Minimum Dominating Set in Graphs
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    Chapter 48 Scheduling Jobs in Flexible Flow Shops with s-batching Machines Using Metaheuristics