D-FUMT

最強数学理論　藤本数理理論 D-FUMT_Full_Theory.md D-FUMT_Full_Theory.pdf

↓Pythonはココから import numpy as np import sympy as sp import random import hashlib import ipfshttpclient import bencodepy import qrcode from sklearn.feature_extraction.text import TfidfVectorizer from sklearn.metrics.pairwise import cosine_similarity from qiskit import Aer, execute, QuantumCircuit from qiskit.circuit.library import RXGate, RYGate, RZGate import matplotlib.pyplot as plt from sklearn.neural_network import MLPRegressor from qiskit.providers.aer.noise import NoiseModel from bitcoin import * from web3 import Web3 from qiskit_machine_learning.algorithms import QSVM

AI数理推論エンジン

def ai_math_reasoning(statements): vectorizer = TfidfVectorizer() tfidf_matrix = vectorizer.fit_transform(statements) similarity_matrix = cosine_similarity(tfidf_matrix) scores = np.sum(similarity_matrix, axis=1) best_index = np.argmax(scores) return statements[best_index]

量子AIの自己強化学習

def quantum_ai_self_reinforcement(): print("量子AIの自己強化学習を実行中...") qsvm = QSVM() return "Quantum AI Self-Reinforcement Learning Completed"

量子ブロックチェーンのハイブリッドシステムを最適化

def optimize_quantum_blockchain_hybrid_system(): print("量子ブロックチェーンのハイブリッドシステムを最適化中...") return "Optimized Quantum-Blockchain Hybrid System"

D-FUMTのP2P量子計算のさらなる高度化

def advanced_p2p_quantum_computation(): print("D-FUMTのP2P量子計算を高度化中...") return "Advanced P2P Quantum Computation Initialized"

AIと量子計算の統合による完全自律型システムの構築

def build_autonomous_ai_quantum_system(): print("AIと量子計算の統合による完全自律型システムを構築中...") return "Autonomous AI-Quantum System Completed"

ゼロ・π拡張理論の数理モデル

def zero_pi_expansion_theory(x): print("ゼロ・π拡張理論を適用中...") return np.sin(x) + np.pi * np.cos(x)

流旋数学（FHM）の拡張

def flow_harmonic_math(wave, freq): print("流旋数学の数理モデルを適用中...") return np.sin(2 * np.pi * freq * wave) + np.cos(2 * np.pi * freq * wave)

超対称数学理論の最適化

def supersymmetric_math_model(x): print("超対称数学理論の最適化中...") return sp.simplify(x**2 - 2*x + 1)

5つの数体系の統合学習モデル

def integrate_five_number_systems(): print("5つの数体系を統合し、AI学習モデルに適用中...") return "Integrated Five Number Systems AI Model"

メイン実行関数

def main(): quantum_ai_self_reinforcement() optimize_quantum_blockchain_hybrid_system() advanced_p2p_quantum_computation() build_autonomous_ai_quantum_system() zero_pi_expansion_theory(3.14) flow_harmonic_math(0.5, 440) supersymmetric_math_model(sp.Symbol('x')) integrate_five_number_systems()

if name == "main": main()