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Comparison of common parallel architectures for the execution of the island model and the global parallelization of evolutionary algorithms

https://doi.org/10.1002/cpe.3797
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-540-24855-2_123openalex-snapshot
An Island-Based GA Implementation for VLSI Standard-Cell Placement
inferredcites →https://doi.org/10.1007/978-3-642-12239-2_46openalex-snapshot
Parallel Genetic Algorithm on the CUDA Architecture
inferredcites →https://doi.org/10.1007/978-3-642-16493-4_18openalex-snapshot
Framework for Distributed Evolutionary Algorithms in Computational Grids
inferredcites →https://doi.org/10.1007/978-3-642-36955-1_2openalex-snapshot
Application of an Island Model Genetic Algorithm for a Multi-track Music Segmentation Problem
inferredcites →https://doi.org/10.1007/bfb0027170openalex-snapshot
Island model genetic algorithms and linearly separable problems
inferredcites →https://doi.org/10.1007/bfb0029750openalex-snapshot
Optimization using distributed genetic algorithms
inferredcites →https://doi.org/10.1016/j.jpdc.2005.11.006openalex-snapshot
Grid computing for parallel bioinspired algorithms
inferredcites →https://doi.org/10.1016/j.swevo.2013.04.003openalex-snapshot
Performance investigations of genetic algorithms on graphics cards
inferredcites →https://doi.org/10.1080/01495730008947348openalex-snapshot
PARALLEL AND DISTRIBUTED EVOLUTIONARY COMPUTATION FOR FINANCIAL APPLICATIONS
inferredcites →https://doi.org/10.1109/cec.2012.6252982openalex-snapshot
An Island Model Genetic Algorithm for Bayesian network structure learning
inferredcites →https://doi.org/10.1109/cec.2012.6256544openalex-snapshot
Enhancing cluster geometry optimization with Island Models
inferredcites →https://doi.org/10.1109/esiat.2010.5567247openalex-snapshot
A parallel genetic algorithm for optimal designing of frame structure
inferredcites →https://doi.org/10.1109/iccima.2005.43openalex-snapshot
Parallel Gray Code Optimization for High Dimensional Problems
inferredcites →https://doi.org/10.1109/lindi.2011.6031155openalex-snapshot
Solving large-scale vehicle routing problem instances using an island-model offspring selection genetic algorithm
inferredcites →https://doi.org/10.1109/mec.2013.6885405openalex-snapshot
Comparison between hierarchical distributed evolutionary algorithms and general distributed evolutionary algorithms
inferredcites →https://doi.org/10.1109/tevc.2002.800880openalex-snapshot
Parallelism and evolutionary algorithms
inferredcites →https://doi.org/10.1145/1830483.1830685openalex-snapshot
GPU-based island model for evolutionary algorithms
inferredcites →https://doi.org/10.1162/evco.1993.1.1.25openalex-snapshot
Predictive Models for the Breeder Genetic Algorithm I. Continuous Parameter Optimization
inferredcites →https://doi.org/10.1177/109434209701100205openalex-snapshot
Globus: a Metacomputing Infrastructure Toolkit
inferredcites →https://doi.org/10.1214/aoms/1177706645openalex-snapshot
A Note on the Generation of Random Normal Deviates
inferredcites →https://doi.org/10.13140/2.1.1319.6322openalex-snapshot
Estimating GPU Speedups for Programs Without Writing a Single Line of GPU Code
inferredcites →https://doi.org/10.1887/0750306645openalex-snapshot
Evolutionary Computation 1
inferredcites →https://doi.org/10.5860/choice.44-2154openalex-snapshot
Evolutionary computation: a unified approach

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/cpe.4116openalex-snapshot
Multi and many‐core computing for parallel metaheuristics
inferred← citeshttps://doi.org/10.1007/s11227-020-03369-wopenalex-snapshot
Scalable parallel implementation of migrating birds optimization for the multi-objective task allocation problem
inferred← citeshttps://doi.org/10.1016/j.ejor.2019.11.033openalex-snapshot
Parallel computational optimization in operations research: A new integrative framework, literature review and research directions
inferred← citeshttps://doi.org/10.1016/j.future.2021.09.011openalex-snapshot
Exploiting multi-level parallel metaheuristics and heterogeneous computing to boost phylogenetics
inferred← citeshttps://doi.org/10.1109/access57397.2023.10200912openalex-snapshot
Parallel Model to Detect Attacks Using Evolutionary Based Technique
inferred← citeshttps://doi.org/10.1109/cec53210.2023.10254042openalex-snapshot
Benchmark Problems on GPU: Accelerating Experiments on Metaheuristics
inferred← citeshttps://doi.org/10.1109/iwcia52852.2021.9626045openalex-snapshot
An Evolutionary Method of Computation for Dynamic Scheduling Problems with Periodic Demand
inferred← citeshttps://doi.org/10.1145/3377929.3389908openalex-snapshot
A parallel and distributed multi-population GA with asynchronous migrations
inferred← citeshttps://doi.org/10.1534/g3.117.300103openalex-snapshot
Accelerating Wright–Fisher Forward Simulations on the Graphics Processing Unit
inferred← citeshttps://doi.org/10.1541/ieejeiss.141.1430openalex-snapshot
Development of Island Model Genetic Algorithms with Different Genetic Operators
inferred← citeshttps://doi.org/10.2991/ijcis.10.1.78openalex-snapshot
A New Efficient Entropy Population-Merging Parallel Model for Evolutionary Algorithms
inferred← citeshttps://doi.org/10.3390/app8091604openalex-snapshot
On GPU Implementation of the Island Model Genetic Algorithm for Solving the Unequal Area Facility Layout Problem
inferred← citeshttps://doi.org/10.3390/sym11030318openalex-snapshot
Quality-Oriented Study on Mapping Island Model Genetic Algorithm onto CUDA GPU
inferred← citeshttps://doi.org/10.5687/iscie.35.93openalex-snapshot
Parallel Distributed Genetic Programming using Long-term Memory for Dynamic Scheduling Problems
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