Large‐Scale Cardiac Muscle Cell‐Based Coupled Oscillator Network for Vertex Coloring Problem
نویسندگان
چکیده
Modern computers require an exponential increase in resources when solving computationally hard problems, motivating the need for alternative computing platform to solve such problems energy-efficient manner. Vertex coloring, a nondeterministic polynomial time (NP-hard) combinatorial optimization problem, is one problem. Herein, experimental demonstration of using cardiac cell-based bio-oscillator network coupling dynamics vertex coloring problem various scales graphs simple cell patterning method construct scalable and controlled networks presented. Although there are limitations these cells as oscillators, their low frequency compared complementary metal–oxide–semiconductor (CMOS) that result longer processing times, accuracy large graph instances, significantly less amount energy consumption, ease fabrication potential extend this system massively parallel 3D structures make bio-oscillators promising new collective applications.
منابع مشابه
Polynomial Cases for the Vertex Coloring Problem
The computational complexity of the Vertex Coloring problem is known for all hereditary classes of graphs defined by forbidding two connected five-vertex induced subgraphs, except for seven cases. We prove the polynomial-time solvability of four of these problems: for (P5, dart)-free graphs, (P5, banner)-free graphs, (P5, bull)-free graphs, and (fork, bull)-free graphs.
متن کاملEdge-coloring Vertex-weightings of Graphs
Let $G=(V(G),E(G))$ be a simple, finite and undirected graph of order $n$. A $k$-vertex weightings of a graph $G$ is a mapping $w: V(G) to {1, ldots, k}$. A $k$-vertex weighting induces an edge labeling $f_w: E(G) to N$ such that $f_w(uv)=w(u)+w(v)$. Such a labeling is called an {it edge-coloring k-vertex weightings} if $f_{w}(e)not= f_{w}(echr(chr(chr('39')39chr('39'))39chr(chr('39')39chr('39'...
متن کاملFractional programming formulation for the vertex coloring problem
We devise a new formulation for the vertex coloring problem. Different from other formulations, decision variables are associated with the pairs of vertices. Consequently, colors will be distinguishable. Although the objective function is fractional, it can be replaced by a piece-wise linear convex function. Numerical experiments show that our formulation has significantly good performance for ...
متن کاملAutomatically Generated Algorithms for the Vertex Coloring Problem
The vertex coloring problem is a classical problem in combinatorial optimization that consists of assigning a color to each vertex of a graph such that no adjacent vertices share the same color, minimizing the number of colors used. Despite the various practical applications that exist for this problem, its NP-hardness still represents a computational challenge. Some of the best computational r...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Advanced intelligent systems
سال: 2023
ISSN: ['2640-4567']
DOI: https://doi.org/10.1002/aisy.202200356