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Multiobjective evolutionary algorithms: a comparative case study and the strength pareto approach

by Eckart Zitzler, Lothar Thiele - IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION , 1999
"... Evolutionary algorithms (EA’s) are often well-suited for optimization problems involving several, often conflicting objectives. Since 1985, various evolutionary approaches to multiobjective optimization have been developed that are capable of searching for multiple solutions concurrently in a singl ..."
Abstract - Cited by 813 (22 self) - Add to MetaCart
Evolutionary algorithms (EA’s) are often well-suited for optimization problems involving several, often conflicting objectives. Since 1985, various evolutionary approaches to multiobjective optimization have been developed that are capable of searching for multiple solutions concurrently in a

Visualizing Data using t-SNE

by Laurens van der Maaten, Geoffrey Hinton , 2008
"... We present a new technique called “t-SNE” that visualizes high-dimensional data by giving each datapoint a location in a two or three-dimensional map. The technique is a variation of Stochastic Neighbor Embedding (Hinton and Roweis, 2002) that is much easier to optimize, and produces significantly b ..."
Abstract - Cited by 280 (13 self) - Add to MetaCart
We present a new technique called “t-SNE” that visualizes high-dimensional data by giving each datapoint a location in a two or three-dimensional map. The technique is a variation of Stochastic Neighbor Embedding (Hinton and Roweis, 2002) that is much easier to optimize, and produces significantly

Software Watermarking: Models and Dynamic Embeddings

by Christian Collberg, Clark Thomborson , 1999
"... Watermarking embeds a secret message into a cover message. In media watermarking the secret is usually a copyright notice and the cover a digital image. Watermarking an object discourages intellectual property theft, or when such theft has occurred, allows us to prove ownership. The Software Waterma ..."
Abstract - Cited by 163 (21 self) - Add to MetaCart
Watermarking embeds a secret message into a cover message. In media watermarking the secret is usually a copyright notice and the cover a digital image. Watermarking an object discourages intellectual property theft, or when such theft has occurred, allows us to prove ownership. The Software

Emstar: a software environment for developing and deploying wireless sensor networks

by Lewis Girod, Jeremy Elson, Thanos Stathopoulos, Martin Lukac, Deborah Estrin - In Proceedings of the 2004 USENIX Technical Conference , 2004
"... Recent work in wireless embedded networked systems has followed heterogeneous designs, incorporating a mixture of elements from extremely constrained 8- or 16-bit “Motes ” to less resourceconstrained 32-bit embedded “Microservers.” Emstar is a software environment for developing and deploying comple ..."
Abstract - Cited by 194 (26 self) - Add to MetaCart
Recent work in wireless embedded networked systems has followed heterogeneous designs, incorporating a mixture of elements from extremely constrained 8- or 16-bit “Motes ” to less resourceconstrained 32-bit embedded “Microservers.” Emstar is a software environment for developing and deploying

Hardware-Software Co-Synthesis of Distributed Embedded System

by Wayne Wolf , 1997
"... This article describes a new hardware-software cosynthesis algorithm that takes advantage of the structure inherent in an object-oriented specification. The algorithm creates a distributed system implementation with arbitrary topology, using the object-oriented structure to parti-tion functionality ..."
Abstract - Cited by 88 (1 self) - Add to MetaCart
This article describes a new hardware-software cosynthesis algorithm that takes advantage of the structure inherent in an object-oriented specification. The algorithm creates a distributed system implementation with arbitrary topology, using the object-oriented structure to parti-tion functionality

MOGAC: A Multiobjective Genetic Algorithm for Hardware-Software Co-Synthesis of Distributed Embedded Systems

by Robert P. Dick, Niraj K. Jha , 1998
"... In this paper, we present a hardware-software cosynthesis system, called MOGAC, that partitions and schedules embedded system specifications consisting of multiple periodic task graphs. MOGAC synthesizes real-time heterogeneous distributed architectures using an adaptive multiobjective genetic algor ..."
Abstract - Cited by 110 (8 self) - Add to MetaCart
In this paper, we present a hardware-software cosynthesis system, called MOGAC, that partitions and schedules embedded system specifications consisting of multiple periodic task graphs. MOGAC synthesizes real-time heterogeneous distributed architectures using an adaptive multiobjective genetic

Static timing analysis of embedded software,” in

by Sharad Malik , Margaret Martonosi , Yau-Tsun Steven Li - Proc. Design Automation Conf., , 1997
"... Abstract This paper examines the problem of statically analyzing the performance of embedded software. This problem is motivated by the increasing growth of embedded systems and a lack of appropriate analysis tools. We study dierent performance metrics that need to be considered in this context and ..."
Abstract - Cited by 52 (0 self) - Add to MetaCart
, analyze and optimize the gate component of the design must now b e e xtended to handle the embedded software component. This paper examines one such aspect for embedded software { techniques for statically analyzing the timing behavior (i.e., the performance) of embedded software. By static analysis, w e

Power Optimization and Management in Embedded Systems

by Massoud Pedram
"... Power-efficient design requires reducing power dissipation in all parts of the design and during all stages of the design process subject to constraints on the system performance and quality of service (QoS). Power-aware high-level language compilers, dynamic power management policies, memory manage ..."
Abstract - Cited by 17 (0 self) - Add to MetaCart
Power-efficient design requires reducing power dissipation in all parts of the design and during all stages of the design process subject to constraints on the system performance and quality of service (QoS). Power-aware high-level language compilers, dynamic power management policies, memory

QoS-Optimized Integration of Embedded Software Components with Multiple Modes of Execution *

by Zonghua Gu , Qingxu Deng
"... ..."
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sequence alignment by genetic algorithm

by Cédric Notredame, Desmond G. Higgins - Nucleic Acids Res , 1996
"... We describe a new approach to multiple sequence alignment using genetic algorithms and an associated software package called SAGA. The method involves evolving a population of alignments in a quasi evolutionary manner and gradually improving the fitness of the population as measured by an objective ..."
Abstract - Cited by 124 (13 self) - Add to MetaCart
We describe a new approach to multiple sequence alignment using genetic algorithms and an associated software package called SAGA. The method involves evolving a population of alignments in a quasi evolutionary manner and gradually improving the fitness of the population as measured by an objective
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