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Yifan's Projects

customhys icon customhys

Customising optimisation metaheuristics via hyper-heuristic search (CUSTOMHyS). This framework provides tools for solving, but not limited to, continuous optimisation problems using a hyper-heuristic approach for customising metaheuristics. Such an approach is powered by a strategy based on Simulated Annealing. Also, several search operators serve

cystack icon cystack

A stack implementation based on Cython

dafjsp icon dafjsp

Distributed assembly flexible job-shop scheduling problem

ds_research icon ds_research

Paper: Ying Bi, Bing Xue, and Mengjie Zhang. An Effective Feature Learning Approach Using Genetic Programming with Image Descriptors for Image Classification, IEEE Computational Intelligence Magazine, vol. 15, no. 2, pp., May 2020.

graph-coloring icon graph-coloring

Solving graph coloring problems by evolution computation methods

kdps-arm icon kdps-arm

Code and data repository for the paper titled as "Incorporating Sub-programs as Knowledge in Program Synthesis by PushGP and Adaptive Replacement Mutation"

moead-levy-python icon moead-levy-python

A simple python script implmentation of MOEA/D injected with Levy Flight mutation

optopsh icon optopsh

OptoPsh uses Push GP to evolve local and population-based optimisers. It is a fork of Psh, which is a Java implementation of the Push programming language.

po_with_moead-levy icon po_with_moead-levy

Code and data repository for paper "Solving Portfolio Optimization Problems Using MOEA/D and Levy Flight"

pybenchfcn icon pybenchfcn

A python implementation of optimization benchmark functions (v1.0.3)

pyshgp icon pyshgp

Push Genetic Programming in Python.

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