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Applications of Evolutionary Computation

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Cover of 'Applications of Evolutionary Computation'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Evolving a Trust Model for Peer-to-Peer Networks Using Genetic Programming
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    Chapter 2 A Hybrid Primal Heuristic for Robust Multiperiod Network Design
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    Chapter 3 A Trajectory-Based Heuristic to Solve a Three-Objective Optimization Problem for Wireless Sensor Network Deployment
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    Chapter 4 Optimizing AEDB Broadcasting Protocol with Parallel Multi-objective Cooperative Coevolutionary NSGA-II
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    Chapter 5 Improving Extremal Optimization in Load Balancing by Local Search
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    Chapter 6 Studying the Reporting Cells Planning with the Non-dominated Sorting Genetic Algorithm II
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    Chapter 7 Impact of the Topology on the Performance of Distributed Differential Evolution
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    Chapter 8 Modeling the Offloading of Different Types of Mobile Applications by Using Evolutionary Algorithms
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    Chapter 9 Common Developmental Genomes Revisited – Evolution Through Adaptation
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    Chapter 10 Investigation of Genome Parameters and Sub-Transitions to Guide Evolution of Artificial Cellular Organisms
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    Chapter 11 Training Complex Decision Support Systems with Differential Evolution Enhanced by Locally Linear Embedding
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    Chapter 12 A Memetic Framework for Solving Difficult Inverse Problems
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    Chapter 13 Customizable Energy Management in Smart Buildings Using Evolutionary Algorithms
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    Chapter 14 Dynamic Programming Based Metaheuristic for Energy Planning Problems
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    Chapter 15 Looking for Alternatives: Optimization of Energy Supply Systems without Superstructure
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    Chapter 16 Multi-material Compositional Pattern-Producing Networks for Form Optimisation
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    Chapter 17 On Evolving Multi-agent FX Traders
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    Chapter 18 Geometric Semantic Genetic Programming for Financial Data
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    Chapter 19 On PBIL, DE and PSO for Optimization of Reinsurance Contracts
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    Chapter 20 Algebraic Level-Set Approach for the Segmentation of Financial Time Series
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    Chapter 21 Dynamic Index Trading Using a Gene Regulatory Network Model
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    Chapter 22 Analysis of Dynamic Properties of Stock Market Trading Experts Optimized with an Evolutionary Algorithm
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    Chapter 23 A Comparative Study on the Use of Classification Algorithms in Financial Forecasting
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    Chapter 24 Pattern Mining in Ultra-High Frequency Order Books with Self-Organizing Maps
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    Chapter 25 Multi-Criteria Comparison of Coevolution and Temporal Difference Learning on Othello
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    Chapter 26 Evolving Evil: Optimizing Flocking Strategies Through Genetic Algorithms for the Ghost Team in the Game of Ms. Pac-Man
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    Chapter 27 Procedural Content Generation Using Patterns as Objectives
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    Chapter 28 Micro and Macro Lemmings Simulations Based on Ants Colonies
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    Chapter 29 Fast Evolutionary Adaptation for Monte Carlo Tree Search
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    Chapter 30 Automatic Camera Control: A Dynamic Multi-Objective Perspective
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    Chapter 31 Co-Evolutionary Optimization of Autonomous Agents in a Real-Time Strategy Game
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    Chapter 32 Sharing Information in Adversarial Bandit
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    Chapter 33 The Structure of a Probabilistic 1-State Transducer Representation for Prisoner’s Dilemma
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    Chapter 34 Tree Depth Influence in Genetic Programming for Generation of Competitive Agents for RTS Games
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    Chapter 35 Diagnostic Test Generation for Statistical Bug Localization Using Evolutionary Computation
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    Chapter 36 Evolutionary Algorithm for Dense Pixel Matching in Presence of Distortions
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    Chapter 37 Is a Single Image Sufficient for Evolving Edge Features by Genetic Programming?
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    Chapter 38 Improving Graph-Based Image Segmentation Using Automatic Programming
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    Chapter 39 New Representations in PSO for Feature Construction in Classification
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    Chapter 40 GPU-Based Point Cloud Recognition Using Evolutionary Algorithms
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    Chapter 41 A New Binary Particle Swarm Optimisation Algorithm for Feature Selection
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    Chapter 42 Adaptive Genetic Algorithm to Select Training Data for Support Vector Machines
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    Chapter 43 Automatic Selection of GA Parameters for Fragile Watermarking
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    Chapter 44 Classification of Potential Multiple Sclerosis Lesions Through Automatic Knowledge Extraction by Means of Differential Evolution
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    Chapter 45 Reducing the Number of Simulations in Operation Strategy Optimization for Hybrid Electric Vehicles
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    Chapter 46 Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation
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    Chapter 47 A Novel Genetic Algorithmic Approach for Computing Real Roots of a Nonlinear Equation
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    Chapter 48 A Multi-Objective Relative Clustering Genetic Algorithm with Adaptive Local/Global Search based on Genetic Relatedness
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    Chapter 49 Noisy Optimization: Convergence with a Fixed Number of Resamplings
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    Chapter 50 A Differential Evolution Framework with Ensemble of Parameters and Strategies and Pool of Local Search Algorithms
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    Chapter 51 An Improved Multiobjective Electromagnetism-like Mechanism Algorithm
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    Chapter 52 Objective Dimension and Problem Structurein Multiobjective Optimization Problems
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    Chapter 53 Hybrid MPI/OpenMP Parallel Evolutionary Algorithms for Vehicle Routing Problems
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    Chapter 54 Dynamic and Partially Connected Ring Topologies for Evolutionary Algorithms with Structured Populations
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    Chapter 55 Systolic Genetic Search for Software Engineering: The Test Suite Minimization Case
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    Chapter 56 Optimization of Application Placement Towards a Greener Cloud Infrastructure
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    Chapter 57 GridVis: Visualisation of Island-Based Parallel Genetic Algorithms
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    Chapter 58 Automated Framework for General-Purpose Genetic Algorithms in FPGAs
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    Chapter 59 Unreliable Heterogeneous Workers in a Pool-Based Evolutionary Algorithm
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    Chapter 60 Hyper-Heuristics for Online UAV Path Planning Under Imperfect Information
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    Chapter 61 Searching for Risk in Large Complex Spaces
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    Chapter 62 Speeding Up Online Evolution of Robotic Controllers with Macro-neurons
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    Chapter 63 HyperNEAT Versus RL PoWER for Online Gait Learning in Modular Robots
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    Chapter 64 What You Choose to See Is What You Get: An Experiment with Learnt Sensory Modulation in a Robotic Foraging Task
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    Chapter 65 Co-evolution of Sensory System and Signal Processing for Optimal Wing Shape Control
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    Chapter 66 Infeasibility Driven Evolutionary Algorithm with Feed-Forward Prediction Strategy for Dynamic Constrained Optimization Problems
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    Chapter 67 Identifying the Robust Number of Intelligent Autonomous Vehicles in Container Terminals
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    Chapter 68 A Multi-objective Evolutionary Approach for Cloud Service Provider Selection Problems with Dynamic Demands
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    Chapter 69 An Object-Oriented Library in JavaScript to Build Modular and Flexible Cross-Platform Evolutionary Algorithms
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    Chapter 70 What Do We Learn from Network-Based Analysis of Genome-Wide Association Data?
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    Chapter 71 Benefits of Accurate Imputations in GWAS
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    Chapter 72 Genotype Correlation Analysis Reveals Pathway-Based Functional Disequilibrium and Potential Epistasis in the Human Interactome
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    Chapter 73 Determining Positions Associated with Drug Resistance on HIV-1 Proteins: A Computational Approach
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    Chapter 74 GPMS: A Genetic Programming Based Approach to Multiple Alignment of Liquid Chromatography-Mass Spectrometry Data
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    Chapter 75 An integrated analysis of genome-wide DNA methylation and genetic variants underlying etoposide-induced cytotoxicity in European and African populations
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    Chapter 76 Replication of <i>SCN5A</i> Associations with Electrocardio-graphic Traits in African Americans from Clinical and Epidemiologic Studies.
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    Chapter 77 An Effective Nurse Scheduling by a Parameter Free Cooperative GA
Attention for Chapter 18: Geometric Semantic Genetic Programming for Financial Data
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Chapter title
Geometric Semantic Genetic Programming for Financial Data
Chapter number 18
Book title
Applications of Evolutionary Computation
Published in
Lecture notes in computer science, November 2014
DOI 10.1007/978-3-662-45523-4_18
Book ISBNs
978-3-66-245522-7, 978-3-66-245523-4
Authors

James McDermott, Alexandros Agapitos, Anthony Brabazon, Michael O’Neill, Anna I. Esparcia-Alcázar, Antonio M. Mora, McDermott, James, Agapitos, Alexandros, Brabazon, Anthony, O’Neill, Michael

Editors

Anna I. Esparcia-Alcázar, Antonio M. Mora

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 10 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 10 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 4 40%
Researcher 2 20%
Student > Ph. D. Student 1 10%
Lecturer 1 10%
Professor > Associate Professor 1 10%
Other 0 0%
Unknown 1 10%
Readers by discipline Count As %
Computer Science 5 50%
Engineering 2 20%
Biochemistry, Genetics and Molecular Biology 1 10%
Unknown 2 20%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 07 April 2016.
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#18,450,346
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Outputs of similar age from Lecture notes in computer science
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