[图书][B] The practical handbook of genetic algorithms: applications

LD Chambers - 2000 - taylorfrancis.com
Rapid developments in the field of genetic algorithms along with the popularity of the first
edition precipitated this completely revised, thoroughly updated second edition of The …

[图书][B] Design of modern heuristics: principles and application

F Rothlauf - 2011 - Springer
Most textbooks on modern heuristics provide the reader with detailed descriptions of the
functionality of single examples like genetic algorithms, genetic programming, tabu search …

A theoretical and empirical study of search-based testing: Local, global, and hybrid 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 …

When will a genetic algorithm outperform hill climbing

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" …

Search based software engineering: Techniques, taxonomy, tutorial

M Harman, P McMinn, JT De Souza, S Yoo - LASER Summer School on …, 2008 - Springer
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 …

[HTML][HTML] From black-box complexity to designing new genetic algorithms

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 …

[图书][B] Catching ourselves in the act: Situated activity, interactive emergence, evolution, and human thought

H Hendriks-Jansen - 1996 - books.google.com
Catching Ourselves in the Act uses situated robotics, ethology, and developmental
psychology to erect a new framework for explaining human behavior. Rejecting the cognitive …

[图书][B] Analyzing evolutionary algorithms: The computer science perspective

T Jansen - 2013 - Springer
Analyzing Evolutionary Algorithms: The Computer Science Perspective | SpringerLink Skip to
main content Advertisement SpringerLink Log in Menu Find a journal Publish with us Search …

[图书][B] Evolutionäre algorithmen

K Weicker - 2015 - books.google.com
Für die Lösung von Optimierungsproblemen mit evolutionären Algorithmen stattet dieses
Buch seine Leser sowohl mit den gängigen Standardalgorithmen als auch mit den …

Relative building-block fitness and the building-block hypothesis

S Forrest, M Mitchell - Foundations of genetic algorithms, 1993 - Elsevier
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 …