- Home
- Publications
- Publication Search
- Publication Details
Title
Automated Algorithm Selection: Survey and Perspectives
Authors
Keywords
-
Journal
EVOLUTIONARY COMPUTATION
Volume -, Issue -, Pages 1-47
Publisher
MIT Press - Journals
Online
2018-11-27
DOI
10.1162/evco_a_00242
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- An evaluation of data stream clustering algorithms
- (2018) Stratos Mansalis et al. Statistical Analysis and Data Mining
- SATzilla: Portfolio-based Algorithm Selection for SAT
- (2018) L. Xu et al. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
- ParamILS: An Automatic Algorithm Configuration Framework
- (2018) F. Hutter et al. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
- Analyzing Search Topology Without Running Any Search: On the Connection Between Causal Graphs and h+
- (2018) J. Hoffmann JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
- Performance Analysis of Continuous Black-Box Optimization Algorithms via Footprints in Instance Space
- (2017) Mario A. Muñoz et al. EVOLUTIONARY COMPUTATION
- Quantifying Variable Interactions in Continuous Optimization Problems
- (2017) Yuan Sun et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Static and Dynamic Portfolio Methods for Optimal Planning: An Empirical Analysis
- (2017) Mattia Rizzini et al. International Journal on Artificial Intelligence Tools
- The online performance estimation framework: heterogeneous ensemble learning for data streams
- (2017) Jan N. van Rijn et al. MACHINE LEARNING
- Instance spaces for machine learning classification
- (2017) Mario A. Muñoz et al. MACHINE LEARNING
- The International SAT Solver Competitions
- (2017) Matti Järvisalo et al. AI MAGAZINE
- Algorithm Selection for Combinatorial Search Problems: A Survey
- (2017) Lars Kotthoff AI MAGAZINE
- ASlib: A benchmark library for algorithm selection
- (2016) Bernd Bischl et al. ARTIFICIAL INTELLIGENCE
- Bag of local landscape features for fitness landscape analysis
- (2016) Shinichi Shirakawa et al. SOFT COMPUTING
- The 2014 International Planning Competition: Progress and Trends
- (2015) Mauro Vallati et al. AI MAGAZINE
- A Lifelong Learning Hyper-heuristic Method for Bin Packing
- (2015) Kevin Sim et al. EVOLUTIONARY COMPUTATION
- Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content
- (2015) Mario A. Munoz et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Visualization of Pareto Front Approximations in Evolutionary Multiobjective Optimization: A Critical Review and the Prosection Method
- (2015) Tea Tusar et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges
- (2015) Mario A. Muñoz et al. INFORMATION SCIENCES
- AutoFolio: An Automatically Configured Algorithm Selector
- (2015) Marius Lindauer et al. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
- On composing an algorithm portfolio
- (2015) Shiu Yin Yuen et al. Memetic Computing
- Population-based Algorithm Portfolios with automated constituent algorithms selection
- (2014) Ke Tang et al. INFORMATION SCIENCES
- ASAP: An Automatic Algorithm Selection Approach for Planning
- (2014) Mauro Vallati et al. International Journal on Artificial Intelligence Tools
- On Density-Based Data Streams Clustering Algorithms: A Survey
- (2014) Amineh Amini et al. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
- claspfolio 2: Advances in Algorithm Selection for Answer Set Programming
- (2014) HOLGER HOOS et al. THEORY AND PRACTICE OF LOGIC PROGRAMMING
- A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem
- (2013) Olaf Mersmann et al. ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE
- Algorithm runtime prediction: Methods & evaluation
- (2013) Frank Hutter et al. ARTIFICIAL INTELLIGENCE
- A survey of techniques for characterising fitness landscapes and some possible ways forward
- (2013) Katherine M. Malan et al. INFORMATION SCIENCES
- Hyper-heuristics: a survey of the state of the art
- (2013) Edmund K Burke et al. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY
- Discovering the suitability of optimisation algorithms by learning from evolved instances
- (2011) Kate Smith-Miles et al. ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE
- Cross-disciplinary perspectives on meta-learning for algorithm selection
- (2009) Kate A. Smith-Miles ACM COMPUTING SURVEYS
- Ensemble-based classifiers
- (2009) Lior Rokach ARTIFICIAL INTELLIGENCE REVIEW
- Multiagent Optimization System for Solving the Traveling Salesman Problem (TSP)
- (2008) Xiao-Feng Xie et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now