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Evolutionary-Intelligence

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A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered.

pypop

PyPop7: A Pure-PYthon library of POPulation-based OPtimization for continuous black-box problems, particularly large-scale variants. See pypop.rtfd.io for API documents.

Python

D-LM-MA

Distributed Low-Memory Matrix Adaptation (D-LM-MA) Evolution Strategy.

Python

DCC

Distributed Cooperative Coevolution (powered by LM-CMA/CMA-ES under the recently proposed multilevel learning framework).

Python

EC-A-Modern-Perspective

Evolutionary Computation: A Modern Perspective. This is an online and free book, which is actively updated now.

CoordinateDescent

A (actively updated) paper list of Coordinate Descent (CD), aka Alternative Optimization, which has an interesting relationship with Expectation Maximization (from an optimization viewpoint).

dpop7

A ray-based library of Distributed POPulation-based OPtimization for Large-Scale Black-Box Optimization.

Python

BayesianOptimization

A (actively updated) Paper List for Bayesian Optimization (BO).

pypop-baseline

Baseline for the Development of PyPop.

MATLAB

cpop

An open-source C library for POPulation-based OPtimization (e.g., evolutionary computation, swarm intelligence, meta-heuristics).

M-DES

Python

Evolutionary-Intelligence/DistributedEvolutionaryComputation

Evolutionary-Intelligence

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