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Multi-run Memory Tests for Pattern Sensitive Faults - Ireneusz Mrozek - Bog - Springer International Publishing AG - Plusbog.dk

Multi-Agent Based Simulation XVI - - Bog - Springer International Publishing AG - Plusbog.dk

Multi-Agent Based Simulation XVII - - Bog - Springer International Publishing AG - Plusbog.dk

Evolutionary Multi-Criterion Optimization - - Bog - Springer International Publishing AG - Plusbog.dk

Multi-Agent Systems - - Bog - Springer International Publishing AG - Plusbog.dk

AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing - Ricardo Lourenco - Bog - Springer International Publishing AG - Plusbog.dk

AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing - Ricardo Lourenco - Bog - Springer International Publishing AG - Plusbog.dk

This work addresses the research and development of an innovative optimization kernel applied to analog integrated circuit (IC) design. Particularly, this works describes the modifications inside the AIDA Framework, an electronic design automation framework fully developed by at the Integrated Circuits Group-LX of the Instituto de Telecomunicações, Lisbon. It focusses on AIDA-CMK, by enhancing AIDA-C, which is the circuit optimizer component of AIDA, with a new multi-objective multi-constraint optimization module that constructs a base for multiple algorithm implementations. The proposed solution implements three approaches to multi-objective multi-constraint optimization, namely, an evolutionary approach with NSGAII, a swarm intelligence approach with MOPSO and stochastic hill climbing approach with MOSA. Moreover, the implemented structure allows the easy hybridization between kernels transforming the previous simple NSGAII optimization module into a more evolved and versatile module supporting multiple single and multi-kernel algorithms. The three multi-objective optimization approaches were validated with CEC2009 benchmarks to constrained multi-objective optimization and tested with real analog IC design problems. The achieved results were compared in terms of performance, using statistical results obtained from multiple independent runs. Finally, some hybrid approaches were also experimented, giving a foretaste to a wide range of opportunities to explore in future work.

DKK 426.00
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Multi-Agent Systems and Agreement Technologies - - Bog - Springer International Publishing AG - Plusbog.dk

Multi-disciplinary Trends in Artificial Intelligence - - Bog - Springer International Publishing AG - Plusbog.dk

Model-Driven Development and Operation of Multi-Cloud Applications - - Bog - Springer International Publishing AG - Plusbog.dk

Computational Logic in Multi-Agent Systems - - Bog - Springer International Publishing AG - Plusbog.dk

Agents and Multi-Agent Systems for Health Care - - Bog - Springer International Publishing AG - Plusbog.dk

Advances in Practical Applications of Agents, Multi-Agent Systems, and Digital Twins: The PAAMS Collection - - Bog - Springer International Publishing

Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XV - - Bog - Springer International Publishing AG -

Multi-disciplinary Trends in Artificial Intelligence - - Bog - Springer International Publishing AG - Plusbog.dk