All Questions
Tagged with applications optimization
4 questions
2
votes
2
answers
129
views
Does reaching the global optima guarantee good performance in a task?
It is to my understanding that, in deep learning, we are essentially trying to minimize the loss function that we have defined and reach its global optima through some form of optimization technique. ...
- 153
2
votes
1
answer
2k
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What are advantages of using meta-heuristic algorithms on optimization problems?
What are the advantages and disadvantages of using meta-heuristic algorithms on optimization problems? Simply, why do we use meta-heuristic algorithms, like PSO, over traditional mathematical ...
- 21
5
votes
1
answer
2k
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What are examples of optimization problems that can be solved using genetic algorithms?
I'm trying to learn how genetic algorithms can solve optimization problems. I have already learned how genetic algorithms can solve the knapsack, TSP and set cover problems. I'm looking for some other ...
- 273
0
votes
1
answer
1k
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How could we solve the TSP using a hill-climbing approach?
How could we solve the TSP using a hill-climbing approach?
- 323