Combining AI approaches with optimization methods, and constraining the system using thermodynamics and physics can provide a way to address this problem.
We combine the greedy idea of MP methods and the constrained total least squares (CTLS) technique [20], and thus produce AMP-CTLS to alleviate the off-grid problem.
The Particle Swarm Optimization (PSO) method is one of the most powerful methods for solving unconstrained and constrained global optimization problems.
Our method comprises two initialization and constrained recovery and enhancement stages.
Comparison of the proposed constrained DTM method is made with unconstrained DTM and constrained continuous-time modeling (CTM).
Within the current study, a sophisticated combination of probabilistic tractography using the PICo method (Parker et al., 2003), and constrained spherical deconvolution (CSD; Tournier et al., 2007; Tournier et al., 2008), was implemented to benefit from these recent advancements and increase the anatomical accuracy and validity of the pathways identified.
In addition to curated pathway databases, the availability of well-annotated entire genomes, together with methods for reconstructing and constraining large-scale biochemical networks, has led to the reconstruction of comprehensive metabolic pathways, including all enzymes known to be encoded by an organism.
In the proposed method, the aging and constraining effect of the boundary condition is represented by an artificial rotational spring at each support.
This chapter covers the recent developments and applications in elastic buckling analysis of cold-formed steel structures, with a particular focus on numerical methods such as the finite element and finite strip methods, the constrained finite strip method, and generalized beam theory.
This paper presents a coupling of Discrete Element Method (DEM) and Constrained Interpolation Profile (CIP) mainly designed for simulations of the nucleation process in wet granulation.
