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a-modified-binary-pso-to-solve-the-thermal-unit-commitment-problem

An interesting way of solving the thermal scheduling problem in power systems.

admm-for-lp

Experiments to speed up ADMM optimization algorithm for linear & semidefinite programming

bendersoptim

Benders decomposition to solve mixed integer linear programming, especially stochastic programming in seconds!

ccgro-toy-case

learn from Paper named: Solving two-stage robust optimization problems using a column-and-constraint generation method

chance-optimization

Semidefinite Programming for Chance Optimization

code_for_ccacopf

This repository is created for "Chance Constraints for Improving the Security of AC Optimal Power Flow"

column_generation_algorithm

Column_Generation_Algorithm using Cplex

data-driven-adaptive-benders-decomposition

Data-driven Adaptive Benders Decomposition for the Stochastic Unit Commitment Problem: Python codes & Case study data

decompositionalgorithm

Large scale decomposition algorithm (Lagrangian relaxation, Benders decomposition & Column generation) for CDN communication network.

dispa-set

The Dispa-SET unit-commitment and optimal dispatch model, developed at the JRC

distributionally-robust-stochastic-opf

do-unit-commitment-constraints-affect-generation-expansion-planning

Electronic companion for paper "Do unit commitment constraints affect generation expansion planning? A scalable stochastic model" by Anna Schwele, Jalal Kazempour and Pierre Pinson.

dr_jcc

dro

recovering best statistical guarantees via the empirical divergence-based distributionally robust optimization

dual-adp-suc

Code / data for the paper "A Dual Approximate Dynamic Programming Approach for Multi-stage Stochastic Unit Commitment" http://www.optimization-online.org/DB_HTML/2018/06/6672.html

ecodispatchhvdc

Using the Novel Bat Algorithm (NBA) - a modified Bat Algorithm - to optimize power production from six power generating stations to supply required power demand at the lowest cost possible. Matlab Scripts | Novel Bat Algorithm | Electrical Power Systems Engineering

ee194project

SDP application in power network

eed

Environmental/Economic Electric Power Dispatch by NSGA-II

energy_and_reserves_dispatch_with_drjcc

Electronic companion for research paper "Energy and Reserves Dispatch with Distributionally Robust Joint Chance Constraints"

lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata, lihang]

machine-learning

讲解常见的机器学习算法

metaheuristics-for-economic-dispatch-in-power-system

milp-uc

An optimization project on the unit commitment problem and its MILP solution implemented

power-systems-optimization

Implementation of Optimization Techniques for Economic Dispatch of Power Systems

python

All Algorithms implemented in Python

rbas

Implementation of the (beetle antennae search) BAS algorithm and its mutations in R code

scuc-using-lodf

Security Constrained Unit Commitment Using Line Outage Distribution Factors

semidefinite-programming-sdp-optimization

Codes for paper "Semidefinite Programming for NLOS Error Mitigation in TDOA Localization"

stochastic-unit-commitment

Stochastic Unit Commitment for Renewable Energy Supply using Lagrangian Decomposition

the-craft-of-selfteaching

One has no future if one couldn't teach themself.