Evolutionary Algorithms

Analysis of Multi-Strategy Multi-Objective Differential Evolutionary Algorithm with Reinforcement Learning

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Analysis of Multi-Strategy Multi-Objective Differential Evolutionary Algorithm with Reinforcement Learning

Analysis of the Paper Multi-Strategy Multi-Objective Differential Evolutionary Algorithm with Reinforcement Learning 1 Research Background Multi-objective optimization problems (MOPs) are very common and important in practical applications. Due to the inherent conflicts between different objectives, MOPs usually do not have a single optimal solution but rather a set of optimal solutions known as the Pareto … Read more

Designing a Walking Robot on a Laptop in Just 26 Seconds

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Designing a Walking Robot on a Laptop in Just 26 Seconds

Originally published on Machine Heart Edited by Wei Pang and Dan Jiang Inspired by the evolutionary design of nature, the automation of robot design using evolutionary algorithms has been attempted for twenty years, but efficiency remains low. Now, from a soap-like substance to a successfully walking robot, the entire design process using AI on a … Read more