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Applications of Evolutionary Computation

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Cover of 'Applications of Evolutionary Computation'

Table of Contents

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    Book Overview
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    Chapter 1 Heat Map Based Feature Selection: A Case Study for Ovarian Cancer
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    Chapter 2 A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem
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    Chapter 3 Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks
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    Chapter 4 A Novel Grouping Genetic Algorithm for Assigning Resources to Users in WCDMA Networks
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    Chapter 5 Combining Ensemble of Classifiers by Using Genetic Programming for Cyber Security Applications
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    Chapter 6 A Fast FPGA-Based Classification of Application Protocols Optimized Using Cartesian GP
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    Chapter 7 Parallel Extremal Optimization with Guided State Changes Applied to Load Balancing
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    Chapter 8 A Swarm Intelligence Approach to $$3$$ D Distance-Based Indoor UWB Localization
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    Chapter 9 Studying the Geographical Cluster Paging with Delay Constraint in Registration Areas with the Algorithm NSGAII
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    Chapter 10 A Multiobjective Evolutionary Algorithm for Personalized Tours in Street Networks
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    Chapter 11 Planning the Deployment of Indoor Wireless Sensor Networks Through Multiobjective Evolutionary Techniques
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    Chapter 12 Hierarchic Genetic Search with $$\alpha $$ -Stable Mutation
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    Chapter 13 Emergence of Cooperation in the Prisoner’s Dilemma Driven by Conformity
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    Chapter 14 An Experimental Evaluation of Multi-objective Evolutionary Algorithms for Detecting Critical Nodes in Complex Networks
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    Chapter 15 Self-Balancing Multimemetic Algorithms in Dynamic Scale-Free Networks
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    Chapter 16 Investigating Fitness Measures for the Automatic Construction of Graph Models
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    Chapter 17 Object Detection in Natural Images Using the Brain Programming Paradigm with a Multi-objective Approach
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    Chapter 18 Fair Resource Allocation Using Multi-population Evolutionary Algorithm
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    Chapter 19 Multiobjective Methodology for Assessing the Location of Distributed Electric Energy Storage
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    Chapter 20 Evolutionary Optimization of Smart Buildings with Interdependent Devices
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    Chapter 21 An Energy Management System Aggregator Based on an Integrated Evolutionary and Differential Evolution Approach
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    Chapter 22 Generating Directional Change Based Trading Strategies with Genetic Programming
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    Chapter 23 An Evolutionary Optimization Approach to Risk Parity Portfolio Selection
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    Chapter 24 Training Financial Decision Support Systems with Thousands of Decision Rules Using Differential Evolution with Embedded Dimensionality Reduction
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    Chapter 25 A Procedural Method for Automatic Generation of Spelunky Levels
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    Chapter 26 Evolving Random Forest for Preference Learning
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    Chapter 27 Procedural Personas as Critics for Dungeon Generation
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    Chapter 28 Evolving Diverse Strategies Through Combined Phenotypic Novelty and Objective Function Search
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    Chapter 29 It’s Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots
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    Chapter 30 General Video Game Evaluation Using Relative Algorithm Performance Profiles
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    Chapter 31 A Progressive Approach to Content Generation
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    Chapter 32 The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents
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    Chapter 33 PowerSurge: A Serious Game on Power Transmission Networks
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    Chapter 34 Collaborative Diffusion on the GPU for Path-Finding in Games
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    Chapter 35 A Projection-Based Approach for Real-Time Assessment and Playability Check for Physics-Based Games
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    Chapter 36 How the World Was MADE: Parametrization of Evolved Agent-Based Models for Backstory Generation
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    Chapter 37 A Benchmark for Virtual Camera Control
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    Chapter 38 Alternating Optimization of Unsupervised Regression with Evolutionary Embeddings
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    Chapter 39 Hybrid Manifold Clustering with Evolutionary Tuning
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    Chapter 40 A Supervised Figure-Ground Segmentation Method Using Genetic Programming
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    Chapter 41 A Multi-objective Evolutionary Algorithm for Interaction Systems Based on Laser Pointers
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    Chapter 42 Topology-Preserving Ordering of the RGB Space with an Evolutionary Algorithm
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    Chapter 43 Planar Surfaces Recognition in 3D Point Cloud Using a Real-Coded Multistage Genetic Algorithm
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    Chapter 44 Gaussian Transformation Based Representation in Particle Swarm Optimisation for Feature Selection
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    Chapter 45 Genetic Programming with Alternative Search Drivers for Detection of Retinal Blood Vessels
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    Chapter 46 Analysis of Diversity Methods for Evolutionary Multi-objective Ensemble Classifiers
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    Chapter 47 Applying Non-dominated Sorting Genetic Algorithm II to Multi-objective Optimization of a Weighted Multi-metric Distance for Performing Data Mining Tasks
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    Chapter 48 Many-Objective Optimization of a Hybrid Car Controller
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    Chapter 49 Optimising the Scheduling and Planning of Urban Milk Deliveries
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    Chapter 50 Multi-Noisy-Hard-Objective Robust Design of Balanced Surface Acoustic Wave Filters Based on Prediction of Worst-Case Performance
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    Chapter 51 Clustering Local Tourism Systems by Threshold Acceptance
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    Chapter 52 Seed Disperser Ant Algorithm: An Evolutionary Approach for Optimization
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    Chapter 53 Neuro-evolutionary Topology Optimization with Adaptive Improvement Threshold
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    Chapter 54 Evaluating Reward Definitions for Parameter Control
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    Chapter 55 Chromatic Selection – An Oversimplified Approach to Multi-objective Optimization
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    Chapter 56 Parallel Cooperation for Large-Scale Multiobjective Optimization on Feature Selection Problems
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    Chapter 57 Applications of Evolutionary Computation
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    Chapter 58 Heuristics for the Design of Safe Humanitarian Aid Distribution Itineraries
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    Chapter 59 Improving Maritime Awareness with Semantic Genetic Programming and Linear Scaling: Prediction of Vessels Position Based on AIS Data
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    Chapter 60 Automatic Generation of Mobile Malwares Using Genetic Programming
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    Chapter 61 On the Tradeoff Between Hardware Protection and Optimization Success: A Case Study in Onboard Evolutionary Robotics for Autonomous Parallel Parking
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    Chapter 62 Real-World Reproduction of Evolved Robot Morphologies: Automated Categorization and Evaluation
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    Chapter 63 Evolving Generalised Maze Solvers
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    Chapter 64 Evolving Robot Controllers for Structured Environments Through Environment Decomposition
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    Chapter 65 Autonomous Learning of Procedural Knowledge in an Evolutionary Cognitive Architecture for Robots
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    Chapter 66 Evolutionary Training of Robotised Architectural Elements
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    Chapter 67 Evolving Controllers for Programmable Robots to Influence Non-programmable Lifeforms: A Casy Study
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    Chapter 68 Applying Ant Colony Optimization to Dynamic Binary-Encoded Problems
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    Chapter 69 An Experimental Study of Combining Evolutionary Algorithms with KD-Tree to Solving Dynamic Optimisation Problems
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    Chapter 70 Coevolutionary Intransitivity in Games: A Landscape Analysis
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    Chapter 71 Making IDEA-ARIMA Efficient in Dynamic Constrained Optimization Problems
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    Chapter 72 A Concept for Real-Valued Multi-objective Landscape Analysis Characterizing Two Biochemical Optimization Problems
Attention for Chapter 47: Applying Non-dominated Sorting Genetic Algorithm II to Multi-objective Optimization of a Weighted Multi-metric Distance for Performing Data Mining Tasks
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Chapter title
Applying Non-dominated Sorting Genetic Algorithm II to Multi-objective Optimization of a Weighted Multi-metric Distance for Performing Data Mining Tasks
Chapter number 47
Book title
Applications of Evolutionary Computation
Published by
Springer, Cham, April 2015
DOI 10.1007/978-3-319-16549-3_47
Book ISBNs
978-3-31-916548-6, 978-3-31-916549-3
Authors

Muhammad Marwan Muhammad Fuad

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 4 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 4 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 25%
Student > Ph. D. Student 1 25%
Unknown 2 50%
Readers by discipline Count As %
Chemical Engineering 1 25%
Engineering 1 25%
Unknown 2 50%