A Lifelong Learning Hyper-heuristic Method for Bin Packing.
- Submitting institution
-
Edinburgh Napier University
- Unit of assessment
- 11 - Computer Science and Informatics
- Output identifier
- 1109325
- Type
- D - Journal article
- DOI
-
10.1162/EVCO_a_00121
- Title of journal
- Evolutionary Computation
- Article number
- -
- First page
- 37
- Volume
- 23
- Issue
- 1
- ISSN
- 1063-6560
- Open access status
- Out of scope for open access requirements
- Month of publication
- March
- Year of publication
- 2015
- URL
-
-
- Supplementary information
-
-
- Request cross-referral to
- -
- Output has been delayed by COVID-19
- No
- COVID-19 affected output statement
- -
- Forensic science
- No
- Criminology
- No
- Interdisciplinary
- No
- Number of additional authors
-
2
- Research group(s)
-
-
- Citation count
- 30
- Proposed double-weighted
- No
- Reserve for an output with double weighting
- No
- Additional information
- Represents a body of work generated from EPSRC EP/J021628/1 that popularised the term lifelong-learning w.r.t. algorithms for combinatorial optimisation that deal with streams of adapting instances. Resulted in invites [Hart] to give keynotes at major international conferences, e.g. in Operations Research (EURO 2016) and AI (IJCCI 2018) domains. Generated media interest: a video interview by Sentient AI (US) https://evolution.ml/experts/videos/ on lifelong-learning [Hart] was highlighted in the CognitionX daily briefing (11000 circulation) resulting in published interview by Contact Engine(https://bit.ly/3bOn0ya). A follow-up EPSRC grant Keep Learning (EP/V026534/1) was awarded in 2020.
- Author contribution statement
- -
- Non-English
- No
- English abstract
- -