Download Automatic Quantum Computer Programming: A Genetic by Lee Spector PDF

By Lee Spector

Computer technological know-how could be noticeably remodeled if ongoing efforts to construct large-scale quantum pcs finally be successful and if the homes of those pcs meet positive expectancies. however, desktop scientists nonetheless lack a radical knowing of the facility of quantum computing, and it isn't regularly transparent how top to make use of the ability that it truly is understood. This hindrance exists simply because quantum algorithms are tricky to understand or even tougher to write down. regardless of large-scale overseas efforts, just a couple of very important quantum algorithms are documented, leaving many crucial questions about the potential for quantum algorithms unanswered.

These unsolved difficulties are perfect demanding situations for the appliance of computerized programming applied sciences. Genetic programming suggestions, specifically, have already produced numerous new quantum algorithms and it really is moderate to anticipate additional discoveries sooner or later. Theses tools may help researchers to find how extra functional difficulties will be solved utilizing quantum desktops, and they'll additionally aid to steer theoretical paintings on either the ability and bounds of quantum computing.

Automatic Quantum desktop Programming offers an advent to quantum computing for non-physicists, in addition to an advent to genetic programming for non-computer-scientists. The ebook explores numerous ways that genetic programming can aid computerized quantum computing device programming and offers exact descriptions of particular concepts, besides a number of examples in their human-competitive functionality on particular difficulties. resource code for the author’s QGAME quantum desktop simulator is integrated as an appendix, and tips to extra on-line assets provide the reader with an array of instruments for automated quantum laptop programming.

"I completely loved this e-book. It not just introduces quantum computing, but in addition genetic programming and the author’s unique genetic programming method ‘PushGP’ that is used to conform the quantum algorithms mentioned in later chapters. The publication is complete, with splendidly transparent illustrations and springs with a Lisp-based quantum simulator software. really suggested for readers drawn to gaining wisdom approximately intriguing frontiers of machine science."

—Wolfgang Banzhaf
Memorial collage of Newfoundland

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Additional info for Automatic Quantum Computer Programming: A Genetic Programming Approach

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Genetic and Evolutionary Computation 3. , many forms of fitness assessment), these systems are well suited to parallelization across multiple computer systems. Indeed, loose coupling of multiple sub-populations (often called "demes") with occasional migrations can actually be advantageous to the evolutionary process by slowing the fixation of sub-optimal genetic patterns throughout the system. One can therefore deploy genetic and evolutionary computation systems across large clusters that have moderate or low interconnection bandwidth, thereby reaping gains both in overall computational throughput and in search performance.

An algorithm for applying an implicitly expanded gate. Chapter 3 QUANTUM COMPUTER PROGRAMMING This chapter describes the author's QGAME ("Quantum Gate and Measurement Emulator") quantum computer simulation system. It also describes a few of the ways in which quantum programs and quantum computer states can be visually displayed. It concludes with a detailed example of the simulation of a quantum program for an instance of Grover's database search problem. 1. QGAME: Quantum Gate and Measurement Emulator One embodiment of the simulation ideas presented in Chapter 2 is the author's QGAME system.

For example, the following expression: (ORACLE (0 0 0 1) 2 1 0) calls a gate that flips qubit 0 (the right-most qubit) when (and only when) the values of qubits 2 and 1 are both 1. In other words, this oracle acts as the following matrix: 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 This particular matrix, incidentally, is also known as the "Toffoli" gate; it can be used to implement quantum versions of classical NAND and FANDUT gates, meaning that all possible deterministic classical computations can be computed on quantum computers using appropriately connected Toffoli gates (Nielsen and Chuang, 2000, pp.

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