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Benchmarks are a useful tool for empirical performance comparisons. However,one of the main shortcomings of existing benchmarks is that it remains largelyunclear how they relate to real-world problems. What does an algorithm'sperformance on a benchmark say about its potential on a specific real-worldproblem? This work aims to identify properties of real-world problems through aquestionnaire on real-world single-, multi-, and many-objective optimizationproblems. Based on initial responses, a few challenges that have to beconsidered in the design of realistic benchmarks can already be identified. Akey point for future work is to gather more responses to the questionnaire toallow an analysis of common combinations of properties. In turn, such commoncombinations can then be included in improved benchmark suites. To gather moredata, the reader is invited to participate in the questionnaire at:https://tinyurl.com/opt-survey

Towards Realistic Optimization Benchmarks: A Questionnaire on the Properties of Real-World Problems