Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search …
M Harman, P McMinn - IEEE Transactions on Software …, 2009 - ieeexplore.ieee.org
Search-based optimization techniques have been applied to structural software test data generation since 1992, with a recent upsurge in interest and activity within this area …
M Mitchell, J Holland, S Forrest - Advances in neural …, 1993 - proceedings.neurips.cc
We analyze a simple hill-climbing algorithm (RMHC) that was pre (cid: 173) viously shown to outperform a genetic algorithm (GA) on a simple" Royal Road" function. We then analyze an" …
Abstract The aim of Search Based Software Engineering (SBSE) research is to move software engineering problems from human-based search to machine-based search, using …
B Doerr, C Doerr, F Ebel - Theoretical Computer Science, 2015 - Elsevier
Black-box complexity theory recently produced several surprisingly fast black-box optimization algorithms. In this work, we exhibit one possible reason: These black-box …
Catching Ourselves in the Act uses situated robotics, ethology, and developmental psychology to erect a new framework for explaining human behavior. Rejecting the cognitive …
Analyzing Evolutionary Algorithms: The Computer Science Perspective | SpringerLink Skip to main content Advertisement SpringerLink Log in Menu Find a journal Publish with us Search …
Für die Lösung von Optimierungsproblemen mit evolutionären Algorithmen stattet dieses Buch seine Leser sowohl mit den gängigen Standardalgorithmen als auch mit den …
The building-block hypothesis states that the GA works well when short, low-order, highly-fit schemas recombine to form even more highly fit higher-order schemas. The ability to …