cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13329107
title: Implementation and Results of a "Randomized Local Search vs. NSGA-II vs. Frequency Fitness Assignment on The Traveling Tournament Problem"

description: 1. Introduction

In this archive, we provide the implementation and experimental results of a Randomized Local Search (RLS) with and without FFA as well as NSGA-II applied to the Traveling Tournament Problem. These are the data used in the paper below, which contains the exact specification of all algorithms, objective functions, and the encoding we applied.

Cao Xiang, Zhize Wu, Daan van den Berg, and Thomas Weise. Randomized Local Search vs. NSGA-II vs. Frequency Fitness Assignment on The Traveling Tournament Problem. In 16th International Conference on Evolutionary Computation Theory and Applications (ECTA'24), part of the 16th International Joint Conference on Computational Intelligence (IJCCI'24). November 20-24, 2024. Porto, Portugal. Setúbal, Portugal: SciTePress.

To run the experiments, you need moptipyapps and moptipy, which contain the actual algorithm implementations. Both packages are available on GitHub and on PyPI. However, we include several versions of them in the folder source/packages, just in case.

2. Directory Structure

This archive contains the following directories:



source contains the Python source codes needed to run the experiment.

source/packages contains the source codes of the Python packages with the actual algorithm implementations.

source/experiment_execution_scripts contains the scripts to run the experiments.

results is the directory with the results, i.e., with the log files generated by the experiment.

evaluator is the folder containing Python scripts that were used to evaluate these results.

evaluation was generated using the evaluation scripts and contains tables and figures and a result summary in CSV format.


3. License

The files in this repository are under the Creative Commons Attribution 4.0 International, with the exception of the benchmark datasets included, which are under copyright of their respective owner (we believe that they are in the public domain, as they are provided by many sources, included in many software packages under various open source licenses, and on many websites). The license is contained as file LICENSE.txt in this archive.

4. Contact

If you have any questions or suggestions, please contact

Mr. Xiang CAO (曹翔) of the Institute of Applied Optimization (应用优化研究所, IAO) of the School of Artificial Intelligence and Big Data (人工智能与大数据学院) at Hefei University (合肥大学) in Hefei, Anhui, China (中国安徽省合肥市) via email to 452015026@qq.com.
DOI: 10.26093/cds/vizier.74640183
title: Segregation effects in DEEP2 galaxy groups

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Segregation effects in DEEP2 galaxy groups.' (bibcode: 2017MNRAS.464..183N)
DOI: 10.26093/cds/vizier.74642730
title: M28 red giant branch stars abundances

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' A spectroscopic study of the globular cluster M28 (NGC 6626).' (bibcode: 2017MNRAS.464.2730V)
DOI: 10.26093/cds/vizier.74640553
title: SDSS DR7 QSOs spectral doppelgangers

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' How similar are the properties of quasars with nearly identical ultraviolet spectra?' (bibcode: 2017MNRAS.464..553R)
DOI: 10.26093/cds/vizier.74643431
title: Extremely red quasars in BOSS

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Extremely red quasars in BOSS.' (bibcode: 2017MNRAS.464.3431H)
DOI: 10.26093/cds/vizier.74644545
title: Gamma Ray Bursts detected by Swift (2004-2015)

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Galaxy gas as obscurer. I. GRBs X-ray galaxies and find an N_H_^3^ {prop.to} M* relation.' (bibcode: 2017MNRAS.464.4545B)
DOI: 10.6084/m9.figshare.26755087
title: Additional file 1 of The cervical cancer related distribution, coinfection and risk of 15 HPV types in Baoan, Shenzhen, in 2017–2023

description: Supplementary Material 1
DOI: 10.26093/cds/vizier.74640666
title: Void Galaxy Survey, photometry and structure

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' The Void Galaxy Survey: photometry, structure and identity of void galaxies.' (bibcode: 2017MNRAS.464..666B)
DOI: 10.26093/cds/vizier.74649056
title: DLA properties and EW of 36 QSOs

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' On the selection of damped Lyman {alpha} systems using Mg II absorption at 2 &lt; z_abs_ &lt; 4.' (bibcode: 2017MNRAS.464L..56B)
DOI: 10.26093/cds/vizier.74650123
title: SAMI Galaxy Survey asymmetries

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' The SAMI Galaxy Survey: asymmetry in gas kinematics and its links to stellar mass and star formation.' (bibcode: 2017MNRAS.465..123B)
DOI: 10.26093/cds/vizier.74651789
title: SCUBA-2 Cosmology Legacy Survey

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' The SCUBA-2 Cosmology Legacy Survey: 850 {mu}m maps, catalogues and number counts.' (bibcode: 2017MNRAS.465.1789G)
DOI: 10.26093/cds/vizier.74653203
title: GALAH observational overview

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' The GALAH Survey: Observational overview and Gaia DR1 companion.' (bibcode: 2017MNRAS.465.3203M)
DOI: 10.26093/cds/vizier.74653558
title: HATLAS candidate lensed galaxies

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' The Herschel-ATLAS: a sample of 500 {mu}m-selected lensed galaxies over 600 deg^2^.' (bibcode: 2017MNRAS.465.3558N)
DOI: 10.26093/cds/vizier.74653977
title: Blue diffuse dwarf galaxies

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Blue diffuse dwarf galaxies: a clearer picture.' (bibcode: 2017MNRAS.465.3977J)
DOI: 10.15468/dl.tw59mk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
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 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071538-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26753599
title: Additional file 2 of Genomic diversity in Paenibacillus polymyxa: unveiling distinct species groups and functional variability

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.26756872.v1
title: Additional file 2 of Association mapping with a diverse population of Puccinia graminis f. sp. tritici identified avirulence loci interacting with the barley Rpg1 stem rust resistance gene

description: Supplementary Material 2: Supplementary Table S2. Stem rust disease phenotype of the Pgt isolates on barley lines Steptoe, Harrington, Golden Promise, Morex, and Golden Promise transgenic (GPT).
DOI: 10.6084/m9.figshare.26754922.v1
title: Additional file 3 of Integrative phenotyping analyses reveal the relevance of the phyB-PIF4 pathway in Arabidopsis thaliana reproductive organs at high ambient temperature

description: Additional File 3: Table S1
DOI: 10.6084/m9.figshare.26754928.v1
title: Additional file 5 of Integrative phenotyping analyses reveal the relevance of the phyB-PIF4 pathway in Arabidopsis thaliana reproductive organs at high ambient temperature

description: Additional File 3: Table S3
DOI: 10.6084/m9.figshare.26756845
title: Additional file 3 of Genomic and induction evidence for bacteriophage contributions to sargassum-bacteria symbioses

description: Supplementary Material 3: Supplementary Data 2. Taxonomic annotation of 2021 sargassum samples based on mitochondrial genome and 16S gene BLASTn comparisons with databases.
DOI: 10.6084/m9.figshare.26754937
title: Additional file 8 of Integrative phenotyping analyses reveal the relevance of the phyB-PIF4 pathway in Arabidopsis thaliana reproductive organs at high ambient temperature

description: Additional File 3: Table S6
DOI: 10.6084/m9.figshare.26754940
title: Additional file 9 of Integrative phenotyping analyses reveal the relevance of the phyB-PIF4 pathway in Arabidopsis thaliana reproductive organs at high ambient temperature

description: Additional File 3: Table S7
DOI: 10.6084/m9.figshare.26754931
title: Additional file 6 of Integrative phenotyping analyses reveal the relevance of the phyB-PIF4 pathway in Arabidopsis thaliana reproductive organs at high ambient temperature

description: Additional File 3: Table S4
DOI: 10.6084/m9.figshare.26754946
title: Additional file 11 of Integrative phenotyping analyses reveal the relevance of the phyB-PIF4 pathway in Arabidopsis thaliana reproductive organs at high ambient temperature

description: Additional File 3: Table S9
DOI: 10.6084/m9.figshare.26754955
title: Additional file 14 of Integrative phenotyping analyses reveal the relevance of the phyB-PIF4 pathway in Arabidopsis thaliana reproductive organs at high ambient temperature

description: Additional File 4: Table S3
DOI: 10.6084/m9.figshare.26754934.v1
title: Additional file 7 of Integrative phenotyping analyses reveal the relevance of the phyB-PIF4 pathway in Arabidopsis thaliana reproductive organs at high ambient temperature

description: Additional File 3: Table S5
DOI: 10.6084/m9.figshare.26756848
title: Additional file 4 of Genomic and induction evidence for bacteriophage contributions to sargassum-bacteria symbioses

description: Supplementary Material 4: Supplementary Data 3. Bacterial abundances and mapped read counts at the phylum level.
DOI: 10.6084/m9.figshare.26754949
title: Additional file 12 of Integrative phenotyping analyses reveal the relevance of the phyB-PIF4 pathway in Arabidopsis thaliana reproductive organs at high ambient temperature

description: Additional File 4: Table S1
DOI: 10.6084/m9.figshare.26753599.v1
title: Additional file 2 of Genomic diversity in Paenibacillus polymyxa: unveiling distinct species groups and functional variability

description: Supplementary Material 2
DOI: 10.15468/dl.358v7a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
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 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071539-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26753662.v1
title: Additional file 3 of TaSPL6B, a member of the Squamosa promoter binding protein-like family, regulates shoot branching and florescence in Arabidopsis thaliana

description: Supplementary Material 3
DOI: 10.6084/m9.figshare.26753668.v1
title: Additional file 5 of TaSPL6B, a member of the Squamosa promoter binding protein-like family, regulates shoot branching and florescence in Arabidopsis thaliana

description: Supplementary Material 5
DOI: 10.6084/m9.figshare.26753674
title: Additional file 7 of TaSPL6B, a member of the Squamosa promoter binding protein-like family, regulates shoot branching and florescence in Arabidopsis thaliana

description: Supplementary Material 7
DOI: 10.25934/pr00009764
title: Assessing the Efficacy of Trastuzumab Emtansine (T-DM1) in Human Epidermal Growth Factor Receptor 2 (HER2)+ Breast Cancer Across Varying Hormone Receptor Statuses

description: Breast cancer is the most common type of cancer found in women. In 2022, about 290,560 women in China were expected to be diagnosed with breast cancer, and sadly, about 43,780 might have passed away from it.

Breast cancer can be different in each person. One way doctors understand these differences is by looking at certain proteins and receptors in the cancer cells. Two important ones are called Human Epidermal Growth Factor Receptor 2 (HER2) and hormone receptors (HR).

Let's break these down:

HER2: This is a protein that can make cancer cells grow quickly. Some breast cancers have a lot of HER2 – we call these "HER2-positive."
Hormone receptors: These are like docking stations on cancer cells where hormones like estrogen can attach. If a cancer has these, it's called "estrogen receptor-positive."

Estrogen regulates the growth, development, and physiology of the human reproductive system. It acts as a catalyst for cancer growth because it stimulates the division and proliferation of breast tissue, a process that carries the risk for cancer-causing mutations.

About 20% of advanced breast cancers have a lot of HER2, and over 70% have estrogen receptors. Stopping estrogen from helping these cancers grow has been an important treatment for a long time.

Since 2013, a special kind of medicine called trastuzumab emtansine (T-DM1) has been used for HER2-positive cancers. T-DM1 is a kind of antibody-drug conjugate (ADC). This means it combines an antibody (a protein that can find and stick to HER2) with a drug that can kill cancer cells. It's like a smart missile that finds and destroys only the cancer cells.

Interestingly, not all HER2-positive breast cancers respond the same way to treatments, especially if they also have estrogen receptors. We've noticed that cancers with both HER2 and estrogen receptors might need different treatments than those with just HER2.

This study looked at women with advanced breast cancer who have a lot of HER2. It checked if their cancer also had estrogen receptors and how they responded to T-DM1 treatment. The results could help doctors decide if they should treat HER2-positive/estrogen receptor-positive breast cancers as a special kind, which might need different medicines.

In simple terms, this research is really important because it helps doctors understand how to better treat different types of breast cancer. It could lead to better care for patients and even save more lives in the future.
DOI: 10.6084/m9.figshare.26753680.v1
title: Additional file 9 of TaSPL6B, a member of the Squamosa promoter binding protein-like family, regulates shoot branching and florescence in Arabidopsis thaliana

description: Supplementary Material 9
DOI: 10.15468/dl.pwvx4w
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
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 "Geometry" : [
 "POLYGON ((148.582853 -34.48253, 148.582853 -34.484776, 148.58959 -34.484776, 148.58959 -34.48253, 148.582853 -34.48253))"
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}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071540-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26757133
title: Additional file 6 of Bartonella quintana detection among arthropods and their hosts: a systematic review and meta-analysis

description: Supplementary Material 6.
DOI: 10.6084/m9.figshare.26757439
title: Additional file 1 of COI Barcodes combined with multilocus data for representative Aporia taxa shed light on speciation in the high altitude Irano-Turanian mountain plateaus (Lepidoptera: Pieridae)

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.26757130.v1
title: Additional file 5 of Bartonella quintana detection among arthropods and their hosts: a systematic review and meta-analysis

description: Supplementary Material 5.
DOI: 10.15468/dl.ruj8rj
title: Occurrence Download

description: A dataset containing 67696 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Eleusine africana Kenn.-O'Byrne, Eleusine coracana (L.) Gaertn., Eleusine coracana subsp. coracana, Eleusine indica (L.) Gaertn., Eleusine jaegeri Pilg., Eleusine multiflora Hochst. ex A.Rich.)"
 ]
}

 The dataset includes 67696 records from 1043 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024279-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryjhg3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
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 "TaxonKey is one of (Aspidistra vietnamensis (Aver. & Tillich) Aver. & Tillich)"
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 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024283-241107131044228/datasets/export for details.
DOI: 10.15468/dl.u4u3cr
title: Occurrence Download

description: A dataset containing 33045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lycorma delicatula (White, 1845)"
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}

 The dataset includes 33045 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024282-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an6tpb
title: Occurrence Download

description: A dataset containing 1427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Descurainia pinnata (Walter) Britton",
 "Geometry POLYGON((-105 25, -95 25, -95 49, -105 49, -105 25))"
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}

 The dataset includes 1427 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024284-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.beq9dx
title: Occurrence Download

description: A dataset containing 7470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "TaxonKey is Vanessa atalanta (Linnaeus, 1758)"
 ]
}

 The dataset includes 7470 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024285-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9ua6d
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
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 "not" : {
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 "TaxonKey is one of (Aspidistra viridiflora Vislobokov & Nuraliev)"
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 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024286-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrn23u
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 "HasCoordinate is true",
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 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024287-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25tzfv
title: Occurrence Download

description: A dataset containing 855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Descurainia sophia (L.) Webb ex Prantl",
 "Geometry POLYGON((-105 25, -95 25, -95 49, -105 49, -105 25))"
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 The dataset includes 855 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024288-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5v9f7p
title: Occurrence Download

description: A dataset containing 4512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "TaxonKey is Vanessa cardui (Linnaeus, 1758)"
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}

 The dataset includes 4512 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024289-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsu5ax
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
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 "TaxonKey is one of (Aspidistra wujiangensis W.F.Xu & S.Z.He)"
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 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024290-241107131044228/datasets/export for details.
DOI: 10.15468/dl.fm38tf
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "and" : [
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 The dataset includes 537 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024291-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh3vbg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
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 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024293-241107131044228/datasets/export for details.