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Parallel Problem Solving from Nature – PPSN XIV

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Cover of 'Parallel Problem Solving from Nature – PPSN XIV'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Online Model Selection for Restricted Covariance Matrix Adaptation
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    Chapter 2 Genotype Regulation by Self-modifying Instruction-Based Development on Cellular Automata
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    Chapter 3 Evolution Under Strong Noise: A Self-Adaptive Evolution Strategy Can Reach the Lower Performance Bound - The pcCMSA-ES
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    Chapter 4 An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem
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    Chapter 5 The Multiple Insertion Pyramid: A Fast Parameter-Less Population Scheme
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    Chapter 6 Doubly Trained Evolution Control for the Surrogate CMA-ES
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    Chapter 7 Efficient Global Optimization with Indefinite Kernels
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    Chapter 8 A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods
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    Chapter 9 A Study of the Performance of \(\text {Self-}{\star }\)  Memetic Algorithms on Heterogeneous Ephemeral Environments
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    Chapter 10 Lyapunov Design of a Simple Step-Size Adaptation Strategy Based on Success
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    Chapter 11 TADE: Tight Adaptive Differential Evolution
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    Chapter 12 An Extension of Algebraic Differential Evolution for the Linear Ordering Problem with Cumulative Costs
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    Chapter 13 Analysing the Performance of Migrating Birds Optimisation Approaches for Large Scale Continuous Problems
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    Chapter 14 How Far Are We from an Optimal, Adaptive DE?
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    Chapter 15 Feature Based Algorithm Configuration: A Case Study with Differential Evolution
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    Chapter 16 An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm
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    Chapter 17 Augmented Lagrangian Constraint Handling for CMA-ES — Case of a Single Linear Constraint
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    Chapter 18 An Active-Set Evolution Strategy for Optimization with Known Constraints
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    Chapter 19 Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation
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    Chapter 20 On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization
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    Chapter 21 Artificially Inducing Environmental Changes in Evolutionary Dynamic Optimization
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    Chapter 22 Efficient Sampling When Searching for Robust Solutions
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    Chapter 23 Optimising Quantisation Noise in Energy Measurement
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    Chapter 24 Syntactical Similarity Learning by Means of Grammatical Evolution
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    Chapter 25 Hierarchical Knowledge in Self-Improving Grammar-Based Genetic Programming
  27. Altmetric Badge
    Chapter 26 Parallel Problem Solving from Nature – PPSN XIV
  28. Altmetric Badge
    Chapter 27 On the Non-uniform Redundancy in Grammatical Evolution
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    Chapter 28 Tournament Selection Based on Statistical Test in Genetic Programming
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    Chapter 29 Kin Selection with Twin Genetic Programming
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    Chapter 30 Using Scaffolding with Partial Call-Trees to Improve Search
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    Chapter 31 Feature Extraction for Surrogate Models in Genetic Programming
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    Chapter 32 A General-Purpose Framework for Genetic Improvement
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    Chapter 33 On the Use of Semantics in Multi-objective Genetic Programming
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    Chapter 34 Semantic Forward Propagation for Symbolic Regression
  36. Altmetric Badge
    Chapter 35 Reducing Dimensionality to Improve Search in Semantic Genetic Programming
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    Chapter 36 iMOACO \(_\mathbb {R}\) : A New Indicator-Based Multi-objective Ant Colony Optimization Algorithm for Continuous Search Spaces
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    Chapter 37 Variable Interaction in Multi-objective Optimization Problems
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    Chapter 38 Improving Efficiency of Bi-level Worst Case Optimization
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    Chapter 39 Multi-objective Selection of Algorithm Portfolios: Experimental Validation
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    Chapter 40 Multi-objective Local Search Based on Decomposition
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    Chapter 41 Analyzing Inter-objective Relationships: A Case Study of Software Upgradability
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    Chapter 42 Multicriteria Building Spatial Design with Mixed Integer Evolutionary Algorithms
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    Chapter 43 The Competing Travelling Salespersons Problem Under Multi-criteria
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    Chapter 44 A Parallel Multi-objective Memetic Algorithm Based on the IGD+ Indicator
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    Chapter 45 Towards Automatic Testing of Reference Point Based Interactive Methods
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    Chapter 46 Towards Many-Objective Optimisation with Hyper-heuristics: Identifying Good Heuristics with Indicators
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    Chapter 47 Use of Piecewise Linear and Nonlinear Scalarizing Functions in MOEA/D
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    Chapter 48 Pareto Inspired Multi-objective Rule Fitness for Noise-Adaptive Rule-Based Machine Learning
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    Chapter 49 Decomposition-Based Approach for Solving Large Scale Multi-objective Problems
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    Chapter 50 An Evolutionary Framework for Replicating Neurophysiological Data with Spiking Neural Networks
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    Chapter 51 A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms
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    Chapter 52 Comparing Asynchronous and Synchronous Parallelization of the SMS-EMOA
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    Chapter 53 A Parallel Version of SMS-EMOA for Many-Objective Optimization Problems
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    Chapter 54 Evolution of Active Categorical Image Classification via Saccadic Eye Movement
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    Chapter 55 Cooperative Coevolution of Control for a Real Multirobot System
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    Chapter 56 Replicating the Stroop Effect Using a Developmental Spatial Neuroevolution System
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    Chapter 57 Evolving Cryptographic Pseudorandom Number Generators
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    Chapter 58 Exploring Uncertainty and Movement in Categorical Perception Using Robots
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    Chapter 59 Community Structure Detection for the Functional Connectivity Networks of the Brain
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    Chapter 60 Data Classification Using Carbon-Nanotubes and Evolutionary Algorithms
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    Chapter 61 WS Network Design Problem with Nonlinear Pricing Solved by Hybrid Algorithm
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    Chapter 62 A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits
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    Chapter 63 Fast and Effective Multi-objective Optimisation of Submerged Wave Energy Converters
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    Chapter 64 Evolution of Spiking Neural Networks Robust to Noise and Damage for Control of Simple Animats
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    Chapter 65 Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm
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    Chapter 66 Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling
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    Chapter 67 A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection
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    Chapter 68 Parameterized Analysis of Multi-objective Evolutionary Algorithms and the Weighted Vertex Cover Problem
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    Chapter 69 Fixed-Parameter Single Objective Search Heuristics for Minimum Vertex Cover
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    Chapter 70 What Does the Evolution Path Learn in CMA-ES?
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    Chapter 71 Graceful Scaling on Uniform Versus Steep-Tailed Noise
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    Chapter 72 On the Robustness of Evolving Populations
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    Chapter 73 Provably Optimal Self-adjusting Step Sizes for Multi-valued Decision Variables
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    Chapter 74 Example Landscapes to Support Analysis of Multimodal Optimisation
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    Chapter 75 Self-adaptation of Mutation Rates in Non-elitist Populations
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    Chapter 76 Hypervolume Sharpe-Ratio Indicator: Formalization and First Theoretical Results
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    Chapter 77 k-Bit Mutation with Self-Adjusting k Outperforms Standard Bit Mutation
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    Chapter 78 Selection Hyper-heuristics Can Provably Be Helpful in Evolutionary Multi-objective Optimization
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    Chapter 79 RK-EDA: A Novel Random Key Based Estimation of Distribution Algorithm
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    Chapter 80 REMEDA: Random Embedding EDA for Optimising Functions with Intrinsic Dimension
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    Chapter 81 Feature-Based Diversity Optimization for Problem Instance Classification
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    Chapter 82 Searching for Quality Diversity When Diversity is Unaligned with Quality
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    Chapter 83 Emergence of Diversity and Its Benefits for Crossover in Genetic Algorithms
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    Chapter 84 Coarse-Grained Barrier Trees of Fitness Landscapes
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    Chapter 85 Rapid Phenotypic Landscape Exploration Through Hierarchical Spatial Partitioning
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    Chapter 86 Understanding Environmental Influence in an Open-Ended Evolutionary Algorithm
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    Chapter 87 Simple Random Sampling Estimation of the Number of Local Optima
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    Chapter 88 evoVision3D: A Multiscale Visualization of Evolutionary Histories
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    Chapter 89 Landscape Features for Computationally Expensive Evaluation Functions: Revisiting the Problem of Noise
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    Chapter 90 Towards Analyzing Multimodality of Continuous Multiobjective Landscapes
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    Chapter 91 Population Diversity Measures Based on Variable-Order Markov Models for the Traveling Salesman Problem
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    Chapter 92 Convergence Versus Diversity in Multiobjective Optimization
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    Chapter 93 Tunnelling Crossover Networks for the Asymmetric TSP
  95. Altmetric Badge
    Chapter 94 The Workshops at PPSN 2016
  96. Altmetric Badge
    Chapter 95 Tutorials at PPSN 2016
Attention for Chapter 66: Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (83rd percentile)
  • High Attention Score compared to outputs of the same age and source (92nd percentile)

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Chapter title
Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling
Chapter number 66
Book title
Parallel Problem Solving from Nature – PPSN XIV
Published in
Lecture notes in computer science, August 2016
DOI 10.1007/978-3-319-45823-6_66
Book ISBNs
978-3-31-945822-9, 978-3-31-945823-6
Authors

Sam Kriegman, Marcin Szubert, Josh C. Bongard, Christian Skalka, Kriegman, Sam, Szubert, Marcin, Bongard, Josh C., Skalka, Christian

Editors

Julia Handl, Emma Hart, Peter R. Lewis, Manuel López-Ibáñez, Gabriela Ochoa, Ben Paechter

X Demographics

X Demographics

The data shown below were collected from the profiles of 23 X users 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 12 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 12 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 33%
Student > Master 3 25%
Researcher 1 8%
Unknown 4 33%
Readers by discipline Count As %
Computer Science 2 17%
Biochemistry, Genetics and Molecular Biology 1 8%
Arts and Humanities 1 8%
Materials Science 1 8%
Engineering 1 8%
Other 0 0%
Unknown 6 50%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 10. 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 18 December 2017.
All research outputs
#3,266,775
of 24,002,307 outputs
Outputs from Lecture notes in computer science
#710
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Outputs of similar age
#55,935
of 342,322 outputs
Outputs of similar age from Lecture notes in computer science
#38
of 498 outputs
Altmetric has tracked 24,002,307 research outputs across all sources so far. Compared to these this one has done well and is in the 86th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 8,172 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 5.1. This one has done particularly well, scoring higher than 91% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 342,322 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 83% of its contemporaries.
We're also able to compare this research output to 498 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 92% of its contemporaries.