9 datasets for Swarm and Evolutionary Computation
Data for: An adaptive multi-objective algorithm based on decomposition and large neighborhood search for a green machine scheduling problem
Contributors: Luciano Perdigão Cota, Ivan Reinaldo Meneghini, Roberto Gomes Ribeiro, Fernando Bernardes de Oliveira, Patrick Siarry, Frederico Guimaraes, Marcone Jamilson Freitas Souza
... Source code and set of instances.
Contributors: Rui Wang, Mengjun Ming, Wenhua Li, Tao Zhang, hongtao lei
Data for: Distributed Operation of Collaborating Unmanned Aerial Vehicles for Time-sensitive Oil Spill Mapping
Contributors: Souma Chowdhury, Zack Ball, Philip Odonkor
... This repository contains data extracted from the oil spill images used in this manuscript. In all, there are ten image folders, one for each oil spill image. The extracted data is captured in the LAB color space (see https://goo.gl/WtXnBz), accounting for three sub-folders within each image folder. Each image subfolder represents a LAB color space channel, of which there are three. One channel represents Luminance (lightness) (labeled ‘L’) while the other two (labeled ‘a’ and ‘b’), represent color channels. Each channel is a MATLAB mat file of size 1000 x 1000, based on the 1 km^2 scaling used for each image.
Data for: Evolutionary algorithm using conditional expectation value for quadratic assignment problem
Contributors: Wojciech Chmiel
... The direct program output. This data was used in the non-parametric Wilcoxon one-sided signed-rank test. MUT1_I_out.txt - evolution algorithm uses the mutation operator (Scramble Mutation) based on the conditional expectation value for the QAP problem MUT_S_out.txt - evolution algorithm uses the standard mutation operator (Scramble Mutation) OXI_out.txt - evolution algorithm uses the OX operator (order crossover) and the conditional expectation value for the QAP problem (intensification version) OX_out.txt - evolution algorithm uses the standard OX operator (order crossover) PMX2E_out.txt - evolution algorithm uses the PMX operator (partially matched crossover) and the conditional expectation value for the QAP problem (2nd exploration version) PMX_out.txt - evolution algorithm uses the standard PMX operator (partially matched crossover) POX2E_out.txt - evolution algorithm uses the POX operator (position based crossover) and the conditional expectation value for the QAP problem (2nd exploration version) POX_out.txt - evolution algorithm uses the standard POX operator (position based crossover)
Data for: Selective Pressure Strategy in Differential Evolution: Exploitation Improvement in Solving Global Optimization Problems
Contributors: Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin
... The archive contains raw data of the various DE mutation strategies, tested with different selection methods, applied to mutation, as well as the jupyter notebook, containing the code for data processing, graphs generating, statistical tests and so on.
Data for: Comparison of Mutation Strategies in Differential Evolution -- a Probabilistic Perspective
Contributors: Karol Opara, Jaroslaw Arabas
... This is supplementary material to the article ``Comparison of Mutation Strategies in Differential Evolution -- a Probabilistic Perspective''. It provides more detailed benchmark results than those reported in the paper. The design of the experiment, which serves also as the ``table of contents'', is provided in Table 1.
Contributors: Aimin Zhou, Hui Fang, Hu Zhang
... The Matlab source code of DE/GM.
Contributors: Zong Woo Geem, Yoon Young Moon, Gi-Tae Han
... Vanishing Point Detection in an Autonomous Car using Harmony Search and RANSAC algorithms
Data for: A novel discrete water wave optimization algorithm for blocking flow-shop scheduling problem with sequence-dependent setup times
Contributors: Zhongshi Shao, Weishi Shao, Dechang Pi
... In this material, 480 best known solutions for BFSP/SDST are provided, which include the value and the sequence of the solutions.