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0answers
8 views

Data Mining vs Evolutionary Computation as subject for engineering course? [on hold]

I am a student pursuing Bachelor of Technology in Computer Science and Engineering entering my final year. I have a choice to pursue on of these two courses. Which one should I opt for? I have been ...
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0answers
24 views

Mutation and crossover operations in discrete differential evolutionary operations?

I need to use discrete differential evolutionary algorithm for assigning discrete values from set size $L$ to vectors of size $D$ where $L$ could be smaller, equal or larger than $D$. Elements of ...
5
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1answer
521 views

Data structure for storing edges of a graph

I'm currently working on my masters thesis, and it's about clustering on graphs. I'm working with an idea using ants to solve the problem. I'm currently working on the implementation and am wondering ...
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1answer
106 views

Are genetic algorithms special instances of random search done in an unexpectedly short run-time? [closed]

I was wondering since randomness is embedded in genetic algorithms at almost every level, is there a really fine line between genetic algorithms and pure random search? Ever since I finished my ...
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2answers
410 views

Time Complexity of Genetic Algorithms

How do you determine the Time Complexity of a Genetic Algorithm(in general)? If possible. I have been thinking about this a lot, and all of the teaching I have had is related to determining the Time ...
3
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2answers
115 views

What does this performance formula mean?

I have to make a quick clustering program but the following formula is gibberish to me: $\operatorname{Perf}(X,C) = \sum\limits_{i=1}^n\min\{||X_i-C_l||^2 \mid l = 1,...,K\}$ where $X$ is a ...
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5answers
2k views

Why has research on genetic algorithms slowed?

While discussing some intro level topics today, including the use of genetic algorithms; I was told that research has really slowed in this field. The reason given was that most people are focusing on ...