Computational Scalability

The gap

Consensus across the literature

Supporting evidence — 6 representative gaps

• CRITIC-EDAS Method for Linguistic Picture Fuzzy Soft Sets and Its Application in Decision Making Problem (2026) · doi

  The paper does not discuss computational complexity or scalability of the CRITIC-EDAS method when applied to decision-making problems with larger numbers of alternatives and criteria.

  Keywords: discuss computational complexity scalability critic edas applied decision making problems larger numbers alternatives criteria
• A GP SOLUTION TO COOPERATIVE GAME-DYNAMIC PROGRAMMING OPTIMIZATION (2026) · doi

  The paper does not discuss scalability of the GP-DP optimization approach to problems with larger numbers of coalitions or legs, or how computational complexity increases with problem size.

  Keywords: discuss scalability optimization approach problems larger numbers coalitions legs computational complexity increases problem size
• An enhanced subset simulation algorithm integrating importance sampling for structural reliability analysis (2026) · doi

  The enhanced subset simulation algorithm is validated on problems with up to 12 random variables (Example 6 with 10 nonnormal variables and Example 7 with 7 variables). Computational scalability and performance degradation characteristics for high-dimensional reliability problems (20+ random variables) using the SSISi algorithm with integrated importance sampling remain unexplored.

  Keywords: subset simulation high-dimensional reliability scalability importance sampling curse of dimensionality
• Riemannian Geometry in Multiplicative Analysis: Curvature, Connections, and Isomorphic Structures (2026) · doi

  Scalability and computational complexity of the multiplicative operations on higher-dimensional manifolds is not addressed.

  Keywords: scalability computational complexity multiplicative operations higher dimensional manifolds addressed
• Application of nonintrusive reduced-order model for linear cross-diffusion Schnakenberg system (2026) · doi

  The paper does not address the scalability of the method to three-dimensional problems or significantly larger parameter dimensions.

  Keywords: address scalability three dimensional problems larger parameter dimensions
• An Effective Numerical Approach for Solving Second-Kind Fredholm Integral Equations (2026) · doi

  No investigation is provided on the computational complexity and scalability of the method for large values of N or high-dimensional problems.

  Keywords: investigation provided computational complexity scalability large values high dimensional problems