awesome-optimization
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
https://github.com/ebrahimpichka/awesome-optimization
Last synced: 7 days ago
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**Books and Lecture notes**
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Bayesian Optimization
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**Combinatorial Optimization**
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Combinatorial Optimization
- Amazon
- Amazon
- Springer
- Springer
- Springer
- Springer
- Springer
- Springer
- Springer
- Springer
- Springer
- Springer
- Springer
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- Springer
- Springer
- Springer
- Springer
- Springer
- Springer
- Springer
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Constraint Programming
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Convex Optimization
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Dynamic Programming and Reinforcement Learning
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Meta-heuristics
- Springer (open access)
- link
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Wiley
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
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- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
- Springer (open access)
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- Springer (open access)
- Springer (open access)
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- Springer (open access)
- Springer (open access)
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Programming Languages
Categories
Sub Categories
Meta-heuristics
318
Operations Research
129
Combinatorial Optimization
49
Discrete, Combinatorial, and Integer Optimization
34
Dynamic Programming and Reinforcement Learning
25
Convex Optimization
17
Solvers
17
Continuous Optimization
15
**Operations Research**
14
**Combinatorial Optimization**
14
Tools and Libraries
12
Stochastic Optimization and Control
11
Optimization Algorithms
11
Code Repositories
11
Events, Societies, and Conferences
8
Communities and Forums
7
Constraint Programming
5
**Solvers**
4
Stochastic Optimization
3
Bayesian Optimization
2
Conferences
1
Keywords
optimization
6
python
4
combinatorial-optimization
2
solver
2
reinforcement-learning
2
pytorch
2
optimization-algorithms
2
differentiable-optimization
1
differentiable-programming
1
functional-programming
1
implicit-differentiation
1
meta-learning
1
meta-reinforcement-learning
1
meta-rl
1
optimizer
1
constraints
1
mip
1
pulp
1
gym
1
markov-decision-processes
1
ml
1
convex-optimization
1
cvxpy
1
mathematical-optimization
1
modeling-language
1
numerical-optimization
1
optimization-modeling
1
artificial-intelligence
1
distributed
1
evolutionary-algorithms
1
evolutionary-computation
1
gpu
1
neural-networks
1
neuroevolution
1
automatic-differentiation
1
bilevel-optimization
1
deep-learning
1
scip
1
rust
1
rust-crate
1
rust-library
1
solver-library
1
heuristics
1
iclr2025
1
ising-model
1
optimization-methods
1
quantum-annealing
1
quasi-quantum-annealing
1
qubo
1
simulated-annealing
1