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This coursework explores vehicle suspension optimization, balancing ride comfort and handling through key metrics and trade-offs. Topics include advanced techniques like multi-objective optimization, genetic algorithms, and fuzzy logic control. Real-world case studies highlight practical applications and illustrate the impact of optimization. Concluding sections summarize benefits, key takeaways, and future exploration steps.