Frequency Fitness Assignment on JSSP: A Critical Review

de Bruin, Ege; Thomson, Sarah L.; Berg, Daan van den

Abstract

Metaheuristic navigation towards rare objective values instead of good objective values: is it a good idea? We will discuss the closed and open ends after presenting a successful replication study of Weise et al.’s ‘frequency fitness assignment’ for a hillClimber on the job shop scheduling problem.

Citation

de Bruin, E., Thomson, S. L., & Berg, D. V. D. (2023, April). Frequency Fitness Assignment on JSSP: A Critical Review. Presented at EvoApplications 2023: Applications of Evolutionary Computation, Brno, Czech Republic

• Presentation Conference Type: Conference Paper (published)
• Conference Name: EvoApplications 2023: Applications of Evolutionary Computation
• Start Date: Apr 12, 2023
• End Date: Apr 14, 2023
• Acceptance Date: Jan 11, 2023
• Online Publication Date: Apr 9, 2023
• Publication Date: 2023
• Deposit Date: Aug 16, 2023
• Publisher: Springer
• Pages: 351-363
• Series Title: Lecture Notes in Computer Science
• Series Number: 13989
• Series ISSN: 0302-9743
• Book Title: Applications of Evolutionary Computation: 26th European Conference, EvoApplications 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12–14, 2023, Proceedings
• ISBN: 9783031302282
• DOI: https://doi.org/10.1007/978-3-031-30229-9_23
• Keywords: Job Shop Scheduling Problem, Frequency Fitness Assignment, Metaheuristics, Evolutionary Algorithms
• Public URL: http://researchrepository.napier.ac.uk/Output/3169625