Titlebook: Constraint Handling in Metaheuristics and Applications; Anand J. Kulkarni,Efrén Mezura-Montes,Ganesh Krish Book 2021 The Editor(s) (if app

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Online Landscape Analysis for Guiding Constraint Handling in Particle Swarm Optimisation,tances. The rules are used to automatically switch between constraint handling techniques during PSO search. The switching is based on landscape information collected from the particles during search and requires no additional sampling or function evaluations. Results show that the proposed approach

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MAP-Elites for Constrained Optimization,rent algorithmic configurations. As expected, numerical results show that a basic version of MAP-Elites cannot compete on all problems (especially those with equality constraints) with state-of-the-art algorithms that use gradient information or advanced constraint handling techniques. Nevertheless,

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refraction

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Role of Constrained Optimization Technique in the Hybrid Cooling of High Heat Generating IC Chips Uin terms of the IC chips heat input (q.), PCM volume content (v.), and IC chips size (δ). The optimal temperature of the configuration is identified using the GA-based constrained optimization strategy. A sensitivity analysis is carried out to study the effect of the constraints on the optimal tempe

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Maximizing Downlink Channel Capacity of NOMA System Using Power Allocation Based on Channel Coefficer of the channel coefficients or gain. The power is allocated based on the corresponding channel gain. If the channel gain is larger, then less power is allotted and vice versa. In NOMA, the method used is Multiplexing in Power Domain and after allocation of Power to the users, it has been changed

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