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Multi-Objective Optimization using Artificial Intelligence Techniques

Seyedali Mirjalili, Jin Song Dong
Springer International Publishing
69.54 € · Paperback

MOGWO Algorithm NSGA-II MOPSO Using Multiobjective Algorithms Multi-Objective Optimization Algorithms Interactive Multi-Objective Optimization Techniques for Decision Making Pareto Optimality Dominance Posteriori Multi-Objective Optimization Impact of Mutation Rate Performance of Genetic Algorithms PSO Algorithm Evolutionary Optimization Algorithms

This book focuses on the most well-regarded and recent nature-inspired algorithms capable of solving optimization problems with multiple objectives. Firstly, it provides preliminaries and essential definitions in multi-objective problems and different paradigms to solve them. It then presents an in-...

AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing

Ricardo Lourenço, Nuno Lourenço, Nuno Horta
Springer International Publishing
53.49 € · Paperback

AIDA-CMK Analog Integrated Circuit Design Application of MOPSO Application of NSGAII Electronic Design Automation MOO Multi Constraint Framework Multi-Objective Framework Stochastic Hill Climbing Approach MOSA

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 Circu...

Multi-Objective Optimization using Artificial Intelligence Techniques

Seyedali Mirjalili, Jin Song Dong
Springer International Publishing
69.54 € · eBook

MOGWO Algorithm NSGA-II MOPSO Using Multiobjective Algorithms Multi-Objective Optimization Algorithms Interactive Multi-Objective Optimization Techniques for Decision Making Pareto Optimality Dominance Posteriori Multi-Objective Optimization Impact of Mutation Rate Performance of Genetic Algorithms PSO Algorithm Evolutionary Optimization Algorithms

This book focuses on the most well-regarded and recent nature-inspired algorithms capable of solving optimization problems with multiple objectives. Firstly, it provides preliminaries and essential definitions in multi-objective problems and different paradigms to solve them. It then presents an in-...

AIDA-CMK: Multi-Algorithm Optimization Kernel Applied to Analog IC Sizing

Ricardo Lourenço, Nuno Lourenço, Nuno Horta
Springer International Publishing
53.49 € · eBook

AIDA-CMK Analog Integrated Circuit Design Application of MOPSO Application of NSGAII Electronic Design Automation MOO Multi Constraint Framework Multi-Objective Framework Stochastic Hill Climbing Approach MOSA

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 Circu...

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