4.7 Article

An efficient ant colony optimization framework for HPC environments

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Information Systems

PF-BTS: A Privacy-Aware Fog-enhanced Blockchain-assisted task scheduling

Hamza Baniata et al.

Summary: Cloud Computing (CC) deployment has become popular across various fields, and task scheduling in complex scenarios like smart cities is challenging, where Blockchain and Ant Colony Optimization can improve efficiency. Fog Computing further enhances task execution, while ensuring privacy of system components.

INFORMATION PROCESSING & MANAGEMENT (2021)

Proceedings Paper Computer Science, Theory & Methods

Exploring Trade-offs in Parallel Beam-ACO

Jeff Hajewski et al.

Summary: The Traveling Salesman Problem is a conceptually simple yet computationally difficult problem due to the factorial growth of the search space. Beam-ACO combines classical ACO with beam search to find high quality approximate solutions effectively, although it is more computationally demanding. The parallel Beam-ACO proposed in this study, based on work-stealing, proves to be faster than traditional parallelization schemes like multi-colony or ant parallel while maintaining effectiveness.

2021 IEEE 11TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC) (2021)

Article Computer Science, Information Systems

A Novel Bearing Fault Diagnosis Method Using Spark-Based Parallel ACO-K-Means Clustering Algorithm

Lanjun Wan et al.

Summary: The novel fault diagnosis method for rolling bearings using Spark-based parallel ant colony optimization (ACO)-K-Means clustering algorithm improves diagnosis accuracy through efficient preprocessing and parallel computing. The proposed approach achieves good fault diagnosis accuracy and efficiency in a big data environment.

IEEE ACCESS (2021)

Article Computer Science, Artificial Intelligence

IACS-HCSP: Improved ant colony optimization for large-scale home care scheduling problems

Emilio Martin et al.

EXPERT SYSTEMS WITH APPLICATIONS (2020)

Article Computer Science, Theory & Methods

Fault tolerance of MPI applications in exascale systems: The ULFM solution

Nuria Losada et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2020)

Article Computer Science, Theory & Methods

Desynchronization in distributed Ant Colony Optimization in HPC environment

Mateusz Starzec et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2020)

Article Computer Science, Interdisciplinary Applications

Accelerating supply chains with Ant Colony Optimization across a range of hardware solutions

Ivars Dzalbs et al.

COMPUTERS & INDUSTRIAL ENGINEERING (2020)

Article Computer Science, Hardware & Architecture

An improved ant colony optimization for the multi-trip Capacitated Arc Routing Problem

Erfan Babaee Tirkolaee et al.

COMPUTERS & ELECTRICAL ENGINEERING (2019)

Article Computer Science, Artificial Intelligence

An Ant Colony System for energy-efficient dynamic Virtual Machine Placement in data centers

Fares Alharbi et al.

EXPERT SYSTEMS WITH APPLICATIONS (2019)

Article Computer Science, Theory & Methods

HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges

Marco A. S. Netto et al.

ACM COMPUTING SURVEYS (2018)

Article Computer Science, Theory & Methods

Parallel ant colony optimization on multi-core SIMD CPUs

Yi Zhou et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2018)

Article Computer Science, Theory & Methods

High-throughput Ant Colony Optimization on graphics processing units

Jose M. Cecilia et al.

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (2018)

Review Pharmacology & Pharmacy

Bridging Molecular Docking to Molecular Dynamics in Exploring Ligand-Protein Recognition Process: An Overview

Veronica Salmaso et al.

FRONTIERS IN PHARMACOLOGY (2018)

Article Computer Science, Artificial Intelligence

Optimizing long short-term memory recurrent neural networks using ant colony optimization to predict turbine engine vibration

AbdElRahman ElSaid et al.

APPLIED SOFT COMPUTING (2018)

Proceedings Paper Computer Science, Interdisciplinary Applications

Waste Collection Vehicle Routing Problem on HPC Infrastructure

Ekaterina Grakova et al.

COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, CISIM 2018 (2018)

Article Computer Science, Artificial Intelligence

An improved ant colony algorithm for robot path planning

Jianhua Liu et al.

SOFT COMPUTING (2017)

Article Computer Science, Artificial Intelligence

A MapReduce-based artificial bee colony for large-scale data clustering

Anan Banharnsakun

PATTERN RECOGNITION LETTERS (2017)

Article Computer Science, Information Systems

Dynamic strategy based parallel ant colony optimization on GPUs for TSPs

Yi Zhou et al.

SCIENCE CHINA-INFORMATION SCIENCES (2017)

Article Computer Science, Hardware & Architecture

Cooperative ant colony-genetic algorithm based on spark

Dong Gaifang et al.

COMPUTERS & ELECTRICAL ENGINEERING (2017)

Article Biochemical Research Methods

PinaColada: peptide-inhibitor ant colony ad-hoc design algorithm

Daniel Zaidman et al.

BIOINFORMATICS (2016)

Article Computer Science, Theory & Methods

The GPU-based parallel Ant Colony System

Rafal Skinderowicz

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (2016)

Article Operations Research & Management Science

Parallel ant colony optimization for resource constrained job scheduling

Dhananjay Thiruvady et al.

ANNALS OF OPERATIONS RESEARCH (2016)

Proceedings Paper Computer Science, Hardware & Architecture

Parallel ant colony optimization for flow shop scheduling subject to limited machine availability

Yumei Huo et al.

2016 IEEE 30TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW) (2016)

Article Biochemical Research Methods

antaRNA: ant colony-based RNA sequence design

Robert Kleinkauf et al.

BIOINFORMATICS (2015)

Proceedings Paper Computer Science, Artificial Intelligence

Energy Aware Virtual Machine Placement Scheduling in Cloud Computing Based on Ant Colony Optimization Approach

Xiao-Fang Liu et al.

GECCO'14: PROCEEDINGS OF THE 2014 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (2014)

Article Computer Science, Theory & Methods

Exploration and Exploitation in Evolutionary Algorithms: A Survey

Matej Crepinsek et al.

ACM COMPUTING SURVEYS (2013)

Article Computer Science, Theory & Methods

Enhancing data parallelism for Ant Colony Optimization on GPUs

Jose M. Cecilia et al.

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (2013)

Article Computer Science, Theory & Methods

Parallel Ant Colony Optimization on Graphics Processing Units

Audrey Delevacq et al.

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (2013)

Article Computer Science, Artificial Intelligence

An enhanced ACO algorithm to select features for text categorization and its parallelization

M. Janaki Meena et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Robotics

Methodology to Optimize Manufacturing Time for a CNC Using a High Performance Implementation of ACO

Oscar Montiel-Ross et al.

INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS (2012)

Article Computer Science, Artificial Intelligence

A survey on parallel ant colony optimization

Martin Pedemonte et al.

APPLIED SOFT COMPUTING (2011)

Article Computer Science, Theory & Methods

High performance computing using MPI and OpenMP on multi-core parallel systems

Haoqiang Jin et al.

PARALLEL COMPUTING (2011)

Article Computer Science, Information Systems

An analysis of communication policies for homogeneous multi-colony ACO algorithms

C. Twomey et al.

INFORMATION SCIENCES (2010)

Article Computer Science, Information Systems

Exchange strategies for multiple Ant Colony System

Issmail Ellabib et al.

INFORMATION SCIENCES (2007)

Article Computer Science, Interdisciplinary Applications

PARALLEL COOPERATIVE SAVINGS BASED ANT COLONY OPTIMIZATION - MULTIPLE SEARCH AND DECOMPOSITION APPROACHES

Karl F. Doerner et al.

PARALLEL PROCESSING LETTERS (2006)

Article Computer Science, Information Systems

Ant colony system with communication strategies

SC Chu et al.

INFORMATION SCIENCES (2004)

Article Computer Science, Theory & Methods

A parallel implementation of ant colony optimization

M Randall et al.

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING (2002)

Article Computer Science, Theory & Methods

Parallel Ant Colonies for the quadratic assignment problem

EG Talbi et al.

FUTURE GENERATION COMPUTER SYSTEMS (2001)