Hybrid PSO-SA Type Algorithms for Multimodal Function Optimization and Reducing Energy Consumption in Embedded Systems

Autor: Lhassane Idoumghar, Mahmoud Melkemi, René Schott, Maha Idrissi Aouad

Publikováno v: Applied Computational Intelligence and Soft Computing, Vol 2011 (2011)

The paper presents a novel hybrid evolutionary algorithm that combines Particle Swarm Optimization (PSO) and Simulated Annealing (SA) algorithms. When a local optimal solution is reached with PSO, all particles gather around it, and escaping from thi

Externí odkaz: https://doaj.org/article/33f012eaf60743aa92fea9548f182bc7

Sequential and Distributed SA-Type Algorithms for Energy Optimization in Embedded Systems

Autor: Maha Idrissi Aouad, Lhassane Idoumghar, René Schott, Olivier ZENDRA

Publikováno v: IEEE-CiSE 2010 (International Conference on Computational Intelligence and Software Engineering)
IEEE-CiSE 2010 (International Conference on Computational Intelligence and Software Engineering), Dec 2010, Wuhan, China
HAL

International audience; Reducing energy consumption in embedded systems is a major crucial issue. In this paper, we propose new sequential and distributed algorithms based on Simulated Annealing (SA) in order to reduce energy consumption in embedded

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::89b5a356aa8a745368e45d014fcf1e01
https://inria.hal.science/inria-00541375

Sequential and Distributed Hybrid GA-SA Algorithms for Energy Optimization in Embedded Systems

Autor: Maha Idrissi Aouad, Lhassane Idoumghar, René Schott, Olivier ZENDRA

Publikováno v: the IADIS International Conference Applied Computing 2010
the IADIS International Conference Applied Computing 2010, Oct 2010, Timisoara, Romania. pp.167-174
HAL

International audience; Reducing memory energy consumption in embedded systems is crucial. In this paper, we propose new hybrid sequential and distributed algorithms based on Simulated Annealing (SA) and Genetic Algorithms (GA) in order to reduce mem

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::567ea92ec17ccf5e83b2d512de12356e
https://inria.hal.science/inria-00524974

A Tabu Search Heuristic for Scratch-Pad Memory Management

Autor: Maha Idrissi Aouad, René Schott, Olivier ZENDRA

Publikováno v: ICSET 2010-International Conference on Software Engineering and Technology
ICSET 2010-International Conference on Software Engineering and Technology, WASET-World Academy of Science, Engineering and Technology, Apr 2010, Rome, Italy. pp.386-390
HAL

Reducing energy consumption of embedded systems requires careful memory management. It has been shown that Scratch- Pad Memories (SPMs) are low size, low cost, efficient (i.e. energy saving) data structures directly managed at the software level. In

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5f2c5f3a13f0c079ff95c5db053ddcb8
https://inria.hal.science/inria-00491191

A Survey of Scratch-Pad Memory Management Techniques for low-power and -energy

Autor: Maha Idrissi Aouad, Olivier ZENDRA

Publikováno v: 2nd ECOOP Workshop on Implementation, Compilation, Optimization of Object-Oriented Languages, Programs and Systems (ICOOOLPS'2007)
2nd ECOOP Workshop on Implementation, Compilation, Optimization of Object-Oriented Languages, Programs and Systems (ICOOOLPS'2007), ECOOP, Jul 2007, Berlin, Germany. pp.31-38
HAL

ICOOOLPS'2007 was co-located with the 21st European Conference on Object-Oriented Programming (ECOOP'2007).; International audience; Scratch-Pad Memories (SPMs) are considered to be effective in helping reduce memory energy consumption. However, the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::1764b8da4a4043a0f2fead2b61659474
https://hal.inria.fr/inria-00170210/file/idrissi_zendra_icooolps_2007.pdf