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On the strength of recursive McCormick relaxations for binary polynomial optimization
A Khajavirad - Operations Research Letters, 2023 - Elsevier
Recursive McCormick relaxations are among the most popular convexification techniques
for binary polynomial optimization. It is well-understood that both the quality and the size of …
for binary polynomial optimization. It is well-understood that both the quality and the size of …
[HTML][HTML] Assessment of a two-step approach for global optimization of mixed-integer polynomial programs using quadratic reformulation
This paper revisits the approach of transforming a mixed-integer polynomial program
(MIPOP) into a mixed-integer quadratically-constrained program (MIQCP), in the light of …
(MIPOP) into a mixed-integer quadratically-constrained program (MIQCP), in the light of …
A polynomial-size extended formulation for the multilinear polytope of beta-acyclic hypergraphs
We consider the multilinear polytope defined as the convex hull of the set of binary points z,
satisfying a collection of equations of the form ze=∏ v∈ ezv for all e∈ E. The complexity of …
satisfying a collection of equations of the form ze=∏ v∈ ezv for all e∈ E. The complexity of …
Simple odd -cycle inequalities for binary polynomial optimization
We consider the multilinear polytope which arises naturally in binary polynomial
optimization. Del Pia and Di Gregorio introduced the class of odd β-cycle inequalities valid …
optimization. Del Pia and Di Gregorio introduced the class of odd β-cycle inequalities valid …
The running intersection relaxation of the multilinear polytope
The multilinear polytope of a hypergraph is the convex hull of a set of binary points satisfying
a collection of multilinear equations. We introduce the running intersection inequalities, a …
a collection of multilinear equations. We introduce the running intersection inequalities, a …
[HTML][HTML] Solving unconstrained binary polynomial programs with limited reach: Application to low autocorrelation binary sequences
Abstract Unconstrained Binary Polynomial Programs (UBPs) are a class of optimization
problems relevant in a broad array of fields. In this paper, we examine an example from …
problems relevant in a broad array of fields. In this paper, we examine an example from …
On the complexity of binary polynomial optimization over acyclic hypergraphs
In this work, we advance the understanding of the fundamental limits of computation for
binary polynomial optimization (BPO), which is the problem of maximizing a given …
binary polynomial optimization (BPO), which is the problem of maximizing a given …
Efficient linear reformulations for binary polynomial optimization problems
We consider unconstrained polynomial minimization problems with binary variables (BPO).
These problems can be easily linearized, ie, reformulated into a MILP in a higher …
These problems can be easily linearized, ie, reformulated into a MILP in a higher …
Chvátal rank in binary polynomial optimization
Recently, several classes of cutting planes have been introduced for binary polynomial
optimization. In this paper, we present the first results connecting the combinatorial structure …
optimization. In this paper, we present the first results connecting the combinatorial structure …
Beyond hypergraph acyclicity: limits of tractability for pseudo-Boolean optimization
In this paper, we study the problem of minimizing a polynomial function with literals over all
binary points, often referred to as pseudo-Boolean optimization. We investigate the …
binary points, often referred to as pseudo-Boolean optimization. We investigate the …