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Questions on general heuristic strategies that can be instantiated for a specific problem to obtain a heuristic.
4
votes
1
answer
260
views
How to parallelize metaheuristics algorithms (Island Model)?
I have different metaheuristics (Tabu search, Simulated annealing, Iterated local search) solving an optimization problem (a variant of the resource-constrained project scheduling problem). … I want to make an "island model" i.e to run them in parallel with the possibility of handing high-quality solutions to one another i.e keeping track of the best-found solution among all the metaheuristics …
12
votes
Good resources for solving techniques (Metaheuristics, MILP, CP etc)
You should take a look at a series of three courses at coursera :
Basic Modeling for Discrete Optimization
Solving Algorithms for Discrete Optimization
Advanced Modeling for Discrete Optimization …
6
votes
Online Education for OR and Developing Decision Support Systems
For heuristics you can take a look at this course. Also the book "How to solve it : Modern heuristics" by Zbigniew Michalewicz and David B. Fogel.
Reinforcement Learning has similiarities with approx …
11
votes
5
answers
2k
views
How to implement a "generic" solver for scheduling problems?
(I do not need necessarily exact methods, I am thinking about metaheuristics)? 3) Is there some examples of these kind of solvers? …