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Titlebook: Application of Evolutionary Algorithms for Multi-objective Optimization in VLSI and Embedded Systems; M.C. Bhuvaneswari Book 2015 Springer

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發(fā)表于 2025-3-21 17:17:03 | 只看該作者 |倒序瀏覽 |閱讀模式
期刊全稱Application of Evolutionary Algorithms for Multi-objective Optimization in VLSI and Embedded Systems
影響因子2023M.C. Bhuvaneswari
視頻videohttp://file.papertrans.cn/160/159109/159109.mp4
發(fā)行地址One of its kind book on multi-objective optimization applied to VLSI design and embedded systems.Introduces multi-objective genetic algorithms (GA) and particle swarm optimization (PSO).Analyzes exper
圖書封面Titlebook: Application of Evolutionary Algorithms for Multi-objective Optimization in VLSI and Embedded Systems;  M.C. Bhuvaneswari Book 2015 Springer
影響因子This book describes how evolutionary algorithms (EA), including genetic algorithms (GA) and particle swarm optimization (PSO) can be utilized for solving multi-objective optimization problems in the area of embedded and VLSI system design. Many complex engineering optimization problems can be modelled as multi-objective formulations. This book provides an introduction to multi-objective optimization using meta-heuristic algorithms, GA and PSO and how they can be applied to problems like hardware/software partitioning in embedded systems, circuit partitioning in VLSI, design of operational amplifiers in analog VLSI, design space exploration in high-level synthesis, delay fault testing in VLSI testing and scheduling in heterogeneous distributed systems. It is shown how, in each case, the various aspects of the EA, namely its representation and operators like crossover, mutation, etc, can be separately formulated to solve these problems. This book is intended for design engineers and researchers in the field of VLSI and embedded system design. The book introduces the multi-objective GA and PSO in a simple and easily understandable way that will appeal to introductory readers.
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沙發(fā)
發(fā)表于 2025-3-21 23:41:54 | 只看該作者
Hardware/Software Partitioning for Embedded Systems,ncerned with deciding which function is to be implemented in Hardware (HW) and Software (SW). This type of partitioning process is decided a priori to the design process and is adhered to as much as possible because any changes in this partition may necessitate extensive redesign. As partitioning is
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發(fā)表于 2025-3-22 01:43:02 | 只看該作者
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發(fā)表于 2025-3-22 04:42:10 | 只看該作者
Design of Operational Amplifier,vements and design automation tools. The design automation of analog integrated circuit is inevitable considering recently emerging discipline such as System on Chip (SOC) design. The design of the analog portion of a mixed-signal integrated circuit often requires large fraction of the overall desig
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發(fā)表于 2025-3-22 12:02:57 | 只看該作者
Design Space Exploration for Scheduling and Allocation in High Level Synthesis of Datapaths,esis (HLS) is that phase in system design which deals with the translation of behavioral descriptions in high-level languages such as C or graphical representations in the form of data flow graphs (DFGs) and control data flow graphs (CDFGs) into an equivalent register transfer level (RTL) netlist. T
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發(fā)表于 2025-3-22 19:40:01 | 只看該作者
Design Flow from Algorithm to RTL Using Evolutionary Exploration Approach,compared to designing at lower abstraction levels. However, designing from higher abstraction level (achieved through a process called high-level synthesis) signifies lack of lower-level details during parametric evaluation of alternative architectural choices. Therefore, an ideal solution is to per
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發(fā)表于 2025-3-22 23:02:38 | 只看該作者
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發(fā)表于 2025-3-23 02:47:43 | 只看該作者
Scheduling in Heterogeneous Distributed Systems,eneous Distributed Systems (HDS), scheduling a set of tasks to the available set of resources for execution is highly important. Task-scheduling being an NP-complete problem, use of meta-heuristics is more appropriate in obtaining optimal solutions. The problem of scheduling an application comprisin
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發(fā)表于 2025-3-23 06:51:17 | 只看該作者
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