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optimization-algorithms

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Evolutionary-Intelligence / pypop

Star 170

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/

optimization evolutionary-algorithms global-optimization black-box-optimization numerical-optimization nonlinear-optimization random-search optimization-algorithms metaheuristics evolution-strategies continuous-optimization large-scale-optimization derivative-free-optimization gradient-free-optimization zeroth-order-optimization direct-search population-based-optimization bio-inspired-optimization stochastic-search nature-inspired-optimization
  • Updated May 23, 2024
  • Python

Evolutionary-Intelligence / DistributedEvolutionaryComputation

Star 107

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 in the current version.

machine-learning artificial-intelligence genetic-programming evolutionary-algorithms ant-colony-optimization genetic-algorithms nas evolutionary-computation optimization-algorithms particle-swarm-optimization automl evolutionary-strategies swarm-intelligence evolutionary-robotics swarm-robotics distributed-artificial-intelligence distributed-evolutionary-algorithms parallel-evolutionary-algorithms
  • Updated May 23, 2024

echenim / TravelPathOptimizer

Star 0

TravelPathOptimizer for trucking logistics is a software tool that boosts efficiency by determining optimal routes through algorithms. It accounts for traffic, weather, load, and timing, dynamically adjusting for delays. This reduces costs, ensures prompt deliveries, and enhances service, boosting trucking productivity and sustainability.

graph-algorithms transportation pathfinding-algorithm logistics optimization-algorithms distance-calculation route-optimization network-optimization traveling-salesman-problem vehicle-routing routing-algorithms
  • Updated May 22, 2024
  • Go

cvanaret / Uno

Star 147

A next-gen solver for optimization with nonconvex objective and constraints. Reimplements filterSQP (SQP) and IPOPT (barrier/interior-point method) in a modern and modular way, and unlocks methods never seen before. Competitive against filterSQP, IPOPT, SNOPT, MINOS and CONOPT.

c-plus-plus optimization constrained-optimization gradient-descent optimization-methods numerical-optimization nonlinear-programming-algorithms nonlinear-optimization optimization-algorithms nonlinear-programming quadratic-programming interior-point-method newton-method continuous-optimization sequential-quadratic-programming mathematical-programming mathematical-optimization nonconvex-optimization local-optimization optimization-solver
  • Updated May 22, 2024
  • C++

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