[SYSTEMDS-3887] Refactor representation optimizers #2308
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This patch adds an updated version of the unimodal and multimodal representation optimizers. It includes improved handling of optimization results, and more readable debug output for better operator tracing.I added additional tests for the adapted optimizers and the fusion representations.