PPSN
2010
Springer
13 years 2 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 2 months ago
2010
Springer
PPSN
2010
Springer
13 years 2 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 2 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 2 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 2 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 2 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 2 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 2 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 3 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 ...