Bpss (Backbone-Based Property-Specific Solver) is a solver architecture that combines the strengths of both the DPLL (Davis-Putnam-Logemann-Loveland) algorithm and Voodoo, a system that supports domain-specific solving by reusing code generated for one problem on problems with similar structure. The integration of these two techniques aims to improve the efficiency and effectiveness of SAT (Satisfiability) solvers. The DPLL algorithm is a complete and systematic method for deciding the satisfiability of propositional logic formulas. It works by assigning truth values to variables in a formula and then applying a set of inference rules in a recursive manner. However, DPLL suffers from limitations when applied to real-world problems, as the search space is extremely large in many cases, leading to exponential time complexity. Voodoo, on the other hand, is a system that automatically generates specialized solvers for a specific problem domain.
“The woman said something to Roman. He stopped, turned to her, and shook his staff.
She crossed her arms. I couldn't see her face, but I read the body language well enough. I shake my magic stick at you!" "Let me tell you what you can do with your stick. "”
― Ilona Andrews, Magic Breaks
When one of the Masters of the Dead is found murdered there, apparently at the hands of a shapeshifter, Kate is given only twenty-four hours to hunt down the killer. I was LOL-ing at the authors note in the beginning that said there s a lot that happens, but it is not the final book of the series, but damn, it s a good thing they made that clear.
Voodoo, on the other hand, is a system that automatically generates specialized solvers for a specific problem domain. It achieves this by abstracting the common structure of problems in a domain and generating code that can be reused across instances in that domain. This approach reduces the solving time by reusing computations and can provide a significant boost in efficiency.
Magic Breaks
No matter how much the paranormal politics of Atlanta change, one thing always remains the same in this #1 New York Times bestselling series: if there’s trouble, Kate Daniels will be in the middle of it…
As the mate of the Beast Lord, Curran, former mercenary Kate Daniels has more responsibilities than it seems possible to juggle. Not only is she still struggling to keep her investigative business afloat, but she must now deal with the affairs of the Pack, including preparing her people for attack from Roland, a cruel, ancient being with godlike powers.
As Roland’s long shadow looms ever nearer, Kate is called to attend a gathering of leaders from Atlanta’s supernatural factions. When one of the Masters of the Dead is found murdered by a shapeshifter, Kate is given less than twenty-four hours to hunt down the killer. And this time, if she fails, she’ll find herself embroiled in a war that could destroy everything she holds dear…
About Magic Breaks
No matter how much the paranormal politics of Atlanta change, one thing always remains the same in this #1 New York Times bestselling series: if there’s trouble, Kate Daniels will be in the middle of it…
As the mate of the Beast Lord, Curran, former mercenary Kate Daniels has more responsibilities than it seems possible to juggle. Not only is she still struggling to keep her investigative business afloat, but she must now deal with the affairs of the Pack, including preparing her people for attack from Roland, a cruel, ancient being with godlike powers.
As Roland’s long shadow looms ever nearer, Kate is called to attend a gathering of leaders from Atlanta’s supernatural factions. When one of the Masters of the Dead is found murdered by a shapeshifter, Kate is given less than twenty-four hours to hunt down the killer. And this time, if she fails, she’ll find herself embroiled in a war that could destroy everything she holds dear…
“Sit your ass down, Don Juanabe," Derek said.
"Don Juanabe?" Ascanio pulled out his swords.
"Don Juan Wannabe," Derek explained. "See I shortened it. If you still don't get it, I'll write it down for you after the fight."
"You've maxed out your wit quota for the night," Ascanio said.
"I'm just getting started."
"Be careful, you might sprain something in your brain.”
― Ilona Andrews, Magic Breaks
By integrating Voodoo and DPLL, Bpss aims to capitalize on the strengths of both techniques. Bpss generates specialized solvers for specific properties or features of a problem domain using Voodoo. These solvers are then combined with the DPLL algorithm to create a hybrid solving framework. This integration enables Bpss to take advantage of the efficiency gains provided by Voodoo while leveraging the completeness of DPLL. The key idea behind Bpss is the extraction of backbone variables from a formula. Backbone variables are those that are forced to take a specific truth value in all models of the formula. By identifying backbone variables and exploiting their fixed values, Bpss can effectively reduce the search space, speeding up the solving process. The specialized solvers generated by Voodoo focus on finding backbone variables and exploiting them to guide the search. Overall, Bpss voodoo dpll offers a promising approach to SAT solving by combining the power of DPLL's completeness with the efficiency of Voodoo's specialized solvers. This integration allows for more effective solving of real-world problems, leading to improved efficiency and scalability in SAT solvers..
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