Lamarckian and Lifelong Memetic Search in Agent-Based Computing

被引：0

作者：

Korczynski, Wojciech ^{[1
]}

Kisiel-Dorohinicki, Marek ^{[1
]}

Byrski, Aleksander ^{[1
]}

机构：

[1] AGH Univ Sci & Technol, Dept Comp Sci, Al Mickiewicza 30, PL-30059 Krakow, Poland

来源：

APPLICATIONS OF EVOLUTIONARY COMPUTATION, EVOAPPLICATIONS 2017, PT I | 2017年 / 10199卷

关键词：

Memetic algorithms; Agent-based computing; Continuous optimization; Metaheuristics; MULTIAGENT SYSTEM; OPTIMIZATION; MODEL; ALGORITHMS;

D O I：

10.1007/978-3-319-55849-3_17

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Memetic algorithms when used with care can help in balancing exploitation and exploration of the metaheuristics, without the overhead measured by the rapidly increased number of function fitness calls. The paper tackles such balancing of use of metaheuristics in an agent-oriented setting. In particular, application of local search during a computing agent's life is researched. The results shown for selected benchmark functions are presented along with necessary statistic testing.

引用

页码：253 / 265

页数：13

共 50 条

[41] A search agent for a Max-2SAT memetic algorithm approach
Borschbach, Markus
Exeler, Andre
RECENT ADVANCES IN SYSTEMS, COMMUNICATIONS AND COMPUTERS, 2008, : 284 - +
[42] A memetic multi-agent collaborative search for space trajectory optimisation
Vasile, M.
INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION, 2009, 1 (03) : 186 - 197
[43] Agent-based web search personalization approach using dynamic user profile
Moawad, Ibrahim F.
Talha, Hanaa
Hosny, Ehab
Hashim, Mohamed
EGYPTIAN INFORMATICS JOURNAL, 2012, 13 (03) : 191 - 198
[44] Agent-Based Microgrid Scheduling: An ICT Perspective
Lezama, Fernando
Palominos, Jorge
Rodriguez-Gonzalez, Ansel Y.
Farinelli, Alessandro
Munoz de Cote, Enrique
MOBILE NETWORKS & APPLICATIONS, 2019, 24 (05) : 1682 - 1698
[45] Agent-Based Microgrid Scheduling: An ICT Perspective
Fernando Lezama
Jorge Palominos
Ansel Y. Rodríguez-González
Alessandro Farinelli
Enrique Munoz de Cote
Mobile Networks and Applications, 2019, 24 : 1682 - 1698
[46] An agent-based search method considering the speed of searching for improved solutions and its application to passive filter synthesis
Shigehiro Y.
Masuda T.
IEEJ Transactions on Electronics, Information and Systems, 2010, 130 (01) : 123 - 132
[47] ACEC Track Report: Adaptive and Agent-Based Computing Approaches for Dynamic Collaborative Environments
Wajid, Usman
Blake, M. Brian
Saleh, Iman
2014 IEEE 23RD INTERNATIONAL WETICE CONFERENCE (WETICE), 2014, : 1 - 2
[48] Two Local Search Components that Move Along the Axes for Memetic Computing Frameworks
Neri, Ferrante
Khan, Noel
2014 IEEE SYMPOSIUM ON FOUNDATIONS OF COMPUTATIONAL INTELLIGENCE (FOCI), 2014, : 62 - 69
[49] On agent-based software engineering
Jennings, NR
ARTIFICIAL INTELLIGENCE, 2000, 117 (02) : 277 - 296
[50] Agent-based FMS control
Turgay, Safiye
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2009, 25 (02) : 470 - 480

← 1 2 3 4 5 →