PPSN
2010
Springer
13 years 10 months ago
2010
Springer
Abstract. We introduce, analyze, and experimentally examine co-solvability, an ability of a solution to solve a pair of fitness cases (tests). Based on this concept, we devise a co...
PPSN
2010
Springer
13 years 10 months ago
2010
Springer
PPSN
2010
Springer
13 years 10 months ago
2010
Springer
Abstract. In this paper, we elaborate how decision space diversity can be integrated into indicator-based multiobjective search. We introduce DIOP, the diversity integrating multio...
PPSN
2010
Springer
13 years 10 months ago
2010
Springer
System administrators have to analyze a number of system parameters to identify performance bottlenecks in a system. The major contribution of this paper is a utility
PPSN
2010
Springer
13 years 10 months ago
2010
Springer
We present methods to answer two basic questions that arise when benchmarking optimization algorithms. The first one is: which algorithm is the `best' one? and the second one:...
PPSN
2010
Springer
13 years 10 months ago
2010
Springer
Using unconstrained binary quadratic programming problem as a case study, we investigate the role of multi-parent crossover operators within the memetic algorithm framework. We eva...
PPSN
2010
Springer
13 years 10 months ago
2010
Springer
The target of machine learning is a predictive model that performs well on unseen data. Often, such a model has multiple intended uses, related to different points in the tradeoff ...
PPSN
2010
Springer
13 years 10 months ago
2010
Springer
The all-pairs shortest path problem is the first non-artificial problem for which it was shown that adding crossover can significantly speed up a mutation-only evolutionary algorit...
PPSN
2010
Springer
13 years 10 months ago
2010
Springer
This paper is concerned with a fixed-size population of autonomous agents facing unknown, possibly changing, environments. The motivation is to design an embodied evolutionary algo...
PPSN
2010
Springer
13 years 11 months ago
2010
Springer
The Vehicle Routing Problem with Time Windows involves finding the lowest-cost set of routes to deliver goods to customers, which have service time windows, using a homogeneous ...