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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
Antarctica's user avatar
  • 2,937
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 …
Antarctica's user avatar
  • 2,937
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 …
Antarctica's user avatar
  • 2,937
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? …
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