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Synapse
May 25, 20260 citationsOpen Access

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IFIra Feinstein

Key Points

  • This research aims to enhance the harmony search algorithm’s performance through modifications of key parameters.
  • Introduced a step function for the Harmony Memory Consideration Rate (HMCR).
  • Applied fret spacing concepts for the Bandwidth (BW) parameter.
  • Developed three models for adjusting HMCR parameters.
  • The second proposed model showed superior performance compared to adaptive harmony search (PAHS).
  • The adjustments led to better balancing between local exploitation and global exploration.
  • The results indicated a fairer roster construction among drivers.

Abstract

This research proposes an adjustment of harmony search algorithm as a strategy to achieve a superior performance by manipulate three key operators in harmony search known as the Harmony Memory Consideration Rate (HMCR), Pitch Adjustment Rate (PAR) and Bandwidth (BW) that lead harmony search to accomplish a balancing between local exploitation and global exploration. The first contribution is having HMCR parameter using step function, while the second is applying the fret spacing concept on guitars toward BW parameter. There are three proposed models on the alteration of HMCR parameters based on the use of the fundamental step function; the constant interval of step function, dynamic increase and decrease interval functions. From an observation result, our proposed technique is superior adopted by using a second model that contrast to parameter adaptive harmony search (PAHS). In brief, this proposed technique magnificently to construct a fairer roster among drivers.

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Cite This Study

Ira Feinstein (2026) studied this question.

synapsesocial.com/papers/6a13e8030e02ee3982d32bcdhttps://doi.org/10.17161/cottonwood.v82i.24682
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Using the Cuckoo Optimization to Initialize the Harmony Memory in Harmony Search Algorithm to Find New Hybrid (CSHS) Algorithm2024 · 2 citations
  2. 2Research on the performance of harmony search with local search algorithms for solving flexible job-shop scheduling problem2024 · 2 citations
  3. 3Exploratory Power of the Harmony Search Algorithm: Analysis and Improvements for Global Numerical Optimization2010 · 248 citations
  4. 4Equilibrium optimizer-based harmony search algorithm with nonlinear dynamic domains and its application to real-world optimization problems2024 · 12 citations
  5. 5Harmony in storage: music-inspired, degradation-aware optimization for cost-reliable hybrid solar-battery systems2026